Qiang YANG
楊強
PhD in Computer Science
The University of Maryland, 1989

Chair Professor
Department of Computer Science and Engineering



(852) 2358 8768
qyang@ust.hk
Room 3563
Personal Web

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Google Scholar
1LxWZLQAAAAJ

ORCID
0000-0001-5059-8360

Scopus ID
7404076821




Research Interest Publications Projects Teaching Assignment RPG Supervision Space used




Research Interest

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Artificial intelligence



Publications

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All Years 644 2022 1 2021 14 2020 29 2019 29 2018 18 2017 12 2016 541

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2022 1

Protect, show, attend and tell: Empowering image captioning models with ownership protection
Pattern Recognition, v. 122, February 2022, article number 108285
Lim, Jian Han; Chan, Chee Seng; Ng, Kam Woh; Fan, Lixin; Yang, Qiang Article

2021 14

A GDPR-compliant Ecosystem for Speech Recognition with Transfer, Federated, and Evolutionary Learning
ACM Transactions on Intelligent Systems and Technology, v. 12, (3), June 2021, article number 30, p. 1-19
Jiang, Di; Tan, Conghui; Peng, Jinhua; Chen, Chaotao; Wu, Xueyang; Zhao, Weiwei; Song, Yuanfeng; Tong, Yongxin; Liu, Chang; Xu, Qian; Yang, Qiang; Deng, Li Article
A Survey on Multi-Task Learning
IEEE Transactions on Knowledge and Data Engineering, March 2021
Zhang, Yu; Yang, Qiang Article
Advances and open problems in federated learning
Foundations and Trends in Machine Learning, v. 14, (1-2), June 2021, p. 1-210
Yang, Qiang Article
DeepIP: Deep Neural Network Intellectual Property Protection With Passports
IEEE Transactions on Pattern Analysis and Machine Intelligence, 14 June 2021, p. 1-1
Fan, Lixin; Ng, Kam Woh; Chan, Chee Seng; Yang, Qiang Article
FATE: An Industrial Grade Platform for Collaborative Learning with Data Protection
Journal of Machine Learning Research, v. 22, 2021, article number 226
Liu, Yang; Fan, Tao; Chen, Tianjian; Xu, Qian; Yang, Qiang Article
SecureBoost: A Lossless Federated Learning Framework
IEEE Intelligent Systems, 25 May 2021, article number 9440789
Cheng, Kewei; Fan, Tao; Jin, Yilun; Liu, Yang; Chen, Tianjian; Papadopoulos, Dimitrios; Yang, Qiang Article
StarFL: Hybrid Federated Learning Architecture for Smart Urban Computing
ACM Transactions On Intelligent Systems And Technology, v. 12, (4), August 2021, article number 43, p. 1-23
Huang, Anbu; Liu, Yang; Chen, Tianjian; Zhou, Yongkai; Sun, Quan; Chai, Hongfeng; Yang, Qiang Article
A Health-friendly Speaker Verification System Supporting Mask Wearing
Proceedings of the AAAI Conference on Artificial Intelligence, v. 35, (18), 2021, article number 17994, p. 16004-16006
Chen, Chaotao; Jiang, Di; Peng, Jinhua; Lian, Rongzhong; Zhang, Chen; Xu, Qian; Fan, Lixin; Yang, Qiang Conference paper
L2RS: A Learning-to-Rescore Mechanism for Hybrid Speech Recognition
MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia, October 2021, p. 1157-1166
Song, Yuanfeng; Jiang, Di; Zhao, Xuefang; Xu, Qian; Wong, Raymond Chi Wing; Fan, Lixin; Yang, Qiang Conference paper
Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 2021, p. 3549-3557
Shi, Dingyuan; Tong, Yongxin; Zhou, Zimu; Song, Bingchen; Lv, Weifeng; Yang, Qiang Conference paper
QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction
International Conference on Information and Knowledge Management, Proceedings, October 2021, p. 4362-4372
Zhang, Danqing; Li, Zheng; Cao, Tianyu; Luo, Chen; Wu, Tony; Lu, Hanqing; Song, Yiwei; Yin, Bing; Zhao, Tuo; Yang, Qiang Conference paper
SmartMeeting: Automatic Meeting Transcription and Summarization for In-Person Conversations
MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia, October 2021, p. 2777-2779
Song, Yuanfeng; Jiang, Di; Zhao, Xuefang; Huang, Xiaoling; Xu, Qian; Wong, Chi Wing; Yang, Qiang Conference paper
SmartSales: An AI-Powered Telemarketing Coaching System in FinTech
MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia, October 2021, p. 2774-2776
Song, Yuanfeng; Zhao, Xuefang; Jiang, Di; Huang, Xiaoling; Zhao, Weiwei; Xu, Qian; Wong, Chi Wing; Yang, Qiang Conference paper
TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics, v. 2021, April 2021, p. 734-744
Hu, Guangneng; Yang, Qiang Conference paper

2020 29

A Secure Federated Transfer Learning Framework
IEEE Intelligent Systems, v. 35, (4), 22 April 2020, article number 9076003, p. 70-82
Liu, Yang; Kang, Yan; Xing, Chaoping; Chen, Tianjian; Yang, Qiang Article
A Sustainable Incentive Scheme for Federated Learning
IEEE Intelligent Systems, v. 35, (4), 16 April 2020, article number 9069185, p. 58-69
Yu, Han; Liu, Zelei; Liu, Yang; Chen, Tianjian; Cong, Mingshu; Weng, Xi; Niyato, Dusit; Yang, Qiang Article
Addressing the Challenges of Government Service Provision with AI
AI Magazine, v. 41, (1), April 2020, p. 33-43
Zheng, Yongqing; Yu, Han; Cui, Lizhen; Miao, Chunyan; Leung, Cyril; Liu, Yang; Yang, Qiang Article
Federated Learning in Mobile Edge Networks: A Comprehensive Survey
IEEE Communications Surveys and Tutorials, v. 22, (3), April 2020, p. 2031-2063
Lim, Wei Yang Bryan; Luong, Nguyen Cong; Hoang, Dinh Thai; Jiao, Yutao; Liang, Ying-Chang; Yang, Qiang; Niyato, Dusit; Miao, Chunyan Article
FL-QSAR: a federated learning-based QSAR prototype for collaborative drug discovery
Bioinformatics, v. 36, (22-23), December 2020, p. 5492-5498
Chen, Shaoqi; Xue, Dongyu; Chuai, Guohui; Yang, Qiang; Liu, Qi Article
Hierarchical Incentive Mechanism Design for Federated Machine Learning in Mobile Networks
IEEE Internet of Things Journal, v. 7, (10), October 2020, article number 9057543, p. 9575-9588
Lim, Wei Yang Bryan; Xiong, Zehui; Miao, Chunyan; Niyato, Dusit; Yang, Qiang; Leung, Cyril; Poor, H. Vincent Article
Introduction to the Special Issue on Federated Machine Learning
IEEE Intelligent Systems, v. 35, (4), July 2020, article number 9179105, p. 3-4
Liu, Yang; Yu, Han; Yang, Qiang Article
Secure Federated Matrix Factorization
IEEE Intelligent Systems, v. 36, (5), 07 August 2020, p. 11-20
Chai, Di; Wang, Leye; Chen, Kai; Yang, Qiang Article
The Next Breakthroughs of Artificial Intelligence: The Interdisciplinary Nature of AI
Engineering, v. 6, (3), March 2020, p. 245-247
Zhuang, Yueting; Cai, Ming; Li, Xuelong; Luo, Xiangang; Yang, Qiang; Wu, Fei Article
Transfer Learning With Dynamic Distribution Adaptation
ACM Transactions on Intelligent Systems and Technology, v. 11, (1), February 2020, article number 6
Wang, Jindong; Chen, Yiqiang; Feng, Wenjie; Yu, Han; Huang, Meiyu; Yang, Qiang Article
Warehouse Vis: A Visual Analytics Approach to Facilitating Warehouse Location Selection for Business Districts
Computer Graphics Forum, v. 39, (3), 18 July 2020, p. 483-495
Li, Quan; Liu, Q.Q.; Tang, C.F.; Li, Z.W.; Wei, S.C.; Peng, X.R.; Zheng, M.H.; Chen, Tianjian; Yang, Qiang Article
Federated Learning
Federated Learning / by Qiang Yang, Yang Liu, Yong Cheng, Yan Kang, Tianjian Chen, and Han Yu. Morgan & Claypool , 2020. Book series: Synthesis Lectures on Artificial Intelligence and Machine Learning, v. 13, (3).
Yang, Qiang; Liu, Yang; Cheng, Yong; Kang, Yan; Chen, Tianjian; Yu, Han Book
A Gamified Research Tool for Incentive Mechanism Design in Federated Learning
Federated Learning / Edited by Yang, Qiang, Fan, Lixin, Yu, Han. Switzerland : Springer International Publishing, 2020, p. 32-50, Series Title: Lecture Notes in Computer Science
Chen, Zichen; Liu, Zelei; Ng, Kang Loon; Yu, Han; Liu, Yang; Yang, Qiang Book chapter
Federated Recommendation Systems
Federated Learning / Edited by Yang, Qiang, Fan, Lixin, Yu, Han. Switzerland : Springer International Publishing, 2020, p. 225-239, Series Title: Lecture Notes in Computer Science
Yang, Liu; Tan, Ben; Zheng, Vincent W.; Chen, Kai; Yang, Qiang Book chapter
Privacy-Preserving Stacking with Application to Cross-organizational Diabetes Prediction
Federated Learning / Edited by Yang, Qiang, Fan, Lixin, Yu, Han. Switzerland : Springer International Publishing, 2020, p. 225-239, Series Title: Lecture Notes in Computer Science
Guo, Xiawei; Yao, Quanming; Kwok, James Tin Yau; Tu, Weiwei; Chen, Yuqiang; Dai, Wenyuan; Yang, Qiang Book chapter
Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks
Federated Learning / Edited by Yang, Qiang, Fan, Lixin, Yu, Han. Switzerland : Springer International Publishing, 2020, p. 32-50, Series Title: Lecture Notes in Computer Science
Fan, Lixin; Ng, Kam Woh; Ju, Ce; Zhang, Tianyu; Liu, Chang; Chan, Chee Seng; Yang, Qiang Book chapter
Threats to Federated Learning
Federated Learning / Edited by Yang, Qiang, Fan, Lixin, Yu, Han. Switzerland : Springer International Publishing, 2020, p. 3-16, Series Title: Lecture Notes in Computer Science
Lyu, Lingjuan; Yu, Han; Zhao, Jun; Yang, Qiang Book chapter
A de novo divide-and-merge paradigm for acoustic model optimization in automatic speech recognition
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, v. 2021, January 2020, p. 3709-3715
Tan, Conghui; Jiang, Di; Peng, Jinhua; Wu, Xueyang; Xu, Qian; Yang, Qiang Conference paper
A fairness-aware incentive scheme for federated learning
AIES 2020 - Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, USA : Association for Computing Machinery, 2020, p. 393-399
Yu, Han; Liu, Zelei; Liu, Yang; Chen, Tianjian; Cong, Mingshu; Weng, Xi; Niyato, Dusit; Yang, Qiang Conference paper
A multi-player game for studying federated learning incentive schemes
IJCAI International Joint Conference on Artificial Intelligence, v. 2021, January 2020, p. 5279-5281
Ng, Kang Loon; Chen, Zichen; Liu, Zelei; Yu, Han; Liu, Yang; Yang, Qiang Conference paper
Advances in Recommender Systems: From Multi-stakeholder Marketplaces to Automated RecSys
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 23 August 2020, p. 3533-3534
Mehrotra, Rishabh; Carterette, Ben A.; Li, Yong; Yao, Quanming; Gao, Chen; Kwok, Tin Yau; Yang, Qiang; Guyon, Isabelle M. Conference paper
Cooperative Multi-Agent Reinforcement Learning in Express System
CIKM '20: Proceedings of the 29th ACM International Conference on Information & Knowledge Management / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2020, p. 805-814
Li, Yexin; Zheng, Yu; Yang, Qiang Conference paper
FedVision: An Online Visual Object Detection Platform Powered by Federated Learning
Proceedings of the AAAI Conference on Artificial Intelligence, v. 34, (8), 2020, p. 13172-13179
Liu, Yang; Huang, Anbu; Luo, Yun; Huang, He; Liu, Youzhi; Chen, Yuanyuan; Feng, Lican; Chen, Tianjian; Yu, Han; Yang, Qiang Conference paper
Fisher Deep Domain Adaptation
Proceedings of the 2020 SIAM International Conference on Data Mining / Editor(s): Carlotta Demeniconi and Nitesh Chawla. Philadelphia, USA : Society for Industrial and Applied Mathematics, 2020, p. 469-477
Zhang, Yinghua; Zhang, Yu; Wei, Ying; Bai, Kun; Song, Yangqiu; Yang, Qiang Conference paper
GoldenRetriever: A Speech Recognition System Powered by Modern Information Retrieval
MM '20: Proceedings of the 28th ACM International Conference on Multimedia, October 2020, p. 4500-4502
Song, Yuanfeng; Jiang, Di; Huang, Xiaoling; Li, Yawen; Xu, Qian; Wong, Raymond Chi Wing; Yang, Qiang Conference paper
Learn to Cross-Lingual Transfer with Meta Graph Learning Across Heterogeneous Languages
EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, 2020, p. 2290-2301
Li, Z.; Kumar, M.; Headden, W.; Yin, B.; Wei, Y.; Zhang, Y.; Yang, Qiang Conference paper
PrivNet: Safeguarding Private Attributes in Transfer Learning for Recommendation
Proceedings of Findings of the Association for Computational Linguistics (EMNLP), November 2020, p. 4506-4516
Hu, Guangneng; Yang, Qiang Conference paper
RPN: A Residual Pooling Network for Efficient Federated Learning
Frontiers in Artificial Intelligence and Applications, v. 325, August 2020, p. 1223-1229
Huang, Anbu; Chen, Yuanyuan; Liu, Yang; Chen, Tianjian; Yang, Qiang Conference paper
Two Sides of the Same Coin: White-box and Black-box Attacks for Transfer Learning
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 23 August 2020, p. 2989-2997
Zhang, Yinghua; Song, Yangqiu; Liang, Jian; Bai, Kun; Yang, Qiang Conference paper

2019 29

Federated Machine Learning: Concept and Applications
ACM Transactions on Intelligent Systems and Technology, v. 10, (2), January 2019, article number 12
Yang, Qiang; Liu, Yang; Chen, Tianjian; Tong, Yongxin Article
Millionaire: A Hint-guided Approach for Crowdsourcing
Machine Learning, v. 108, (5), May 2019, p. 831-858
Han, Bo; Yao, Quanming; Pan, Yuangang; Tsang, Ivor W.; Xiao, Xiaokui; Yang, Qiang; Sugiyama, Masashi Article
Ridesharing Car Detection by Transfer Learning
Artificial Intelligence, v. 273, August 2019, p. 1-18
Wang, Leye; Geng, Xu; Ma, Xiaojuan; Zhang, Daqing; Yang, Qiang Article
Transfer Hierarchical Attention Network for Generative Dialog System
International Journal of Automation and Computing, v. 16, (6), December 2019, p. 720-736
Zhang, Xiang; Yang, Qiang Article
Transfer to Rank for Heterogeneous One-Class Collaborative Filtering
ACM Transactions on Information Systems, v.37, (1), January 2019, article number 10
Pan, Weike; Yang, Qiang; Cai, Wanling; Chen, Yaofeng; Zhang, Qing; Peng, Xiaogang; Ming, Zhong Article
Autocross: Automatic Feature Crossing for Tabular Data in Real-world Applications
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 2019, p. 1936-1945
Luo, Yuanfei; Yao, Quanming; Wang, Mengshuo; Tu, Wei Wei; Zhou, Hao; Chen, Yuqiang; Dai, Wenyuan; Yang, Qiang Conference paper
Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 2019, p. 235-245
Xiao, Wenyi; Zhao, Huan; Pan, Haojie; Song, Yangqiu; Zheng, Vincent W.; Yang, Qiang Conference paper
Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech
EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations, 2020, p. 37-42
Song, Yuanfeng; Jiang, Di; Zhao, Weiwei; Xu, Qian; Wong, Chi Wing; Yang, Qiang Conference paper
Cross-city Transfer Learning for Deep Spatio-temporal Prediction
IJCAI International Joint Conference on Artificial Intelligence, v. 2019-August, 2019, p. 1893-1899
Wang, Leye; Geng, Xu; Ma, Xiaojuan; Liu, Feng; Yang, Qiang Conference paper
Easy Transfer Learning by Exploiting Intra-domain Structures
Proceedings - IEEE International Conference on Multimedia and Expo, v. 2019-July, July 2019, article number 8784776, p. 1210-1215
Wang, Jindong; Chen, Yiqiang; Yu, Han; Huang, Meiyu; Yang, Qiang Conference paper
Efficient and Effective Express via Contextual Cooperative Reinforcement Learning
KDD '19: Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining / Association for Computing Machinery. New York, NY, United States : Association for Computing Machinery, 2019, p. 510-519
Li, Yexin; Zheng, Yu; Yang, Qiang Conference paper
Ethically Aligned Mobilization of Community Effort to Reposition Shared Bikes
Proceedings of the AAAI Conference on Artificial Intelligence, v. 33, (1), 2019, p. 9983-9984
Liu, Zelei; Yu, Han; Wang, Leye; Hu, Liang; Yang, Qiang Conference paper
Fair and Explainable Dynamic Engagement of Crowd Workers
IJCAI International Joint Conference on Artificial Intelligence, v. 2019-August, 2019, p. 6575-6577
Yu, Han; Liu, Yang; Wei, Xiguang; Zheng, Chuyu; Chen, Tianjian; Yang, Qiang; Peng, Xiong Conference paper
Hierarchical Heterogeneous Horizontal Federated Learning for EEG
International Workshop on Federated Learning for User Privacy and Data Confidentiality, in Conjunction with NeurIPS 2019 (FL-NeurIPS ’19), Vancouver, Canada, 13 December 2019
Gao, Dashan; Ju, Ce; Wei, Xiguang; Liu, Yang; Chen, Tianjian; Yang, Qiang Conference paper
Learning to transfer examples for partial domain adaptation
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2019, June 2019, article number 8954395, p. 2980-2989
Cao, Zhangjie; You, Kaichao; Long, Mingsheng; Wang, Jianmin; Yang, Qiang Conference paper
Multi-agent Visualization for Explaining Federated Learning
IJCAI International Joint Conference on Artificial Intelligence, v. 2019-August, 2019, p. 6572-6574
Wei, Xiguang; Li, Quan; Liu, Yang; Yu, Han; Chen, Tianjian; Yang, Qiang Conference paper
Multi-Fidelity Automatic Hyper-Parameter Tuning via Transfer Series Expansion
Proceedings of the AAAI Conference on Artificial Intelligence, v. 33, (1), 2019, p. 3846-3853
Hu, Yi-Qi; Yu, Yang; Tu, Wei-Wei; Yang, Qiang; Chen, Yuqiang; Dai, Wenyuan Conference paper
Parameter Transfer Unit for Deep Neural Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11440 LNAI, March 2019, p. 82-95
Zhang, Yinghua; Zhang, Yu; Yang, Qiang Conference paper
Privacy-preserving Heterogeneous Federated Transfer Learning
2019 IEEE International Conference on Big Data on Big Data / Edited by Chaitanya Baru, Jun Huan, Latifur Khan, Xiaohua Hu, Ronay Ak, Yuanyuan Tian, Roger Barga, Carlo Zaniolo, Kisung Lee, Yanfang Fanny Ye. Piscataway, NJ , USA : IEEE, 2019, p. 2552-2559
Gao, Dashan; Liu, Yang; Huang, Anbu; Ju, Ce; Yu, Han; Yang, Qiang Conference paper
Privacy-preserving stacking with application to cross-organizational diabetes prediction
Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI-19), 2019, p. 4114-4120
Yao, Quanming; Guo, Xiawei; Kwok, James Tin Yau; Tu, Weiwei; Chen, Yuqiang; Dai, Wenyuan; Yang, Qiang Conference paper
Privacy-preserving Stacking With Application to Cross-organizational Diabetes Prediction
IJCAI International Joint Conference on Artificial Intelligence, v. 2019-August, 2019, p. 4114-4120
Yao, Quanming; Guo, Xiawei; Kwok, Tin Yau; Tu, Weiwei; Chen, Yuqiang; Dai, Wenyuan; Yang, Qiang Conference paper
Rating Worker Skills and Task Strains in Collaborative Crowd Computing: A Competitive Perspective
The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019, May 2019, p. 1853-1863
Trimponias, George; Ma, Xiaojuan; Yang, Qiang Conference paper
Secure Federated Matrix Factorization
1st International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (FML’19) in conjunction with the 28th International Joint Conference on Artificial Intelligence (IJCAI-19), Macau, China, 12 August 2019
Chai, Di; Wang, Leye; Chen, Kai; Yang, Qiang Conference paper
Separate to Adapt: Open Set Domain Adaptation via Progressive Separation
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2019, June 2019, article number 8953906, p. 2922-2931
Liu, Hong; Cao, Zhangjie; Long, Mingsheng; Wang, Jianmin; Yang, Qiang Conference paper
Social Mobilization to Reposition Indiscriminately Parked Shareable Bikes
Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, v. 4, 2019, p. 2099-2101
Liu, Zelei; Yu, Han; Wang, Leye; Hu, Liang; Yang, Qiang Conference paper
Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting
Proceedings of the AAAI Conference on Artificial Intelligence, v. 33, (1), 2019, p. 3656-3663
Geng, Xu; Li, Yaguang; Wang, Leye; Zhang, Lingyu; Yang, Qiang; Ye, Jieping; Liu, Yan Conference paper
Topic-Aware Dialogue Speech Recognition with Transfer Learning
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2019-September, 2019, p. 829-833
Song, Yuanfeng; Jiang, Di; Wu, Xueyang; Xu, Qian; Wong, Raymond Chi Wing; Yang, Qiang Conference paper
Transfer Meets Hybrid: A Synthetic Approach for Cross-Domain Collaborative Filtering with Text
Proceedings of the Web Conference (WWW), v. 2019, May 2019, p. 2822-2829
Hu, Guangneng; Zhang, Yu; Yang, Qiang Conference paper
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) / edited by Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan. Association for Computational Linguistics, 2019, p. 4590-4600
Li, Zheng; Li, Xin; Wei, Ying; Bing, Lidong; Zhang, Yu; Yang, Qiang Conference paper

2018 18

An Overview of Multi-task Learning
National Science Review, v. 5, (1), January 2018, p. 30-43
Zhang, Yu; Yang, Qiang Article
Smart City Development With Urban Transfer Learning
Computer, v. 51, (12), December 2018, article number 8636587, p. 32-41
Wang, Leye; Guo, Bin; Yang, Qiang Article
Bike Flow Prediction With Multi-graph Convolutional Networks
GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems, November 2018, p. 397-400
Chai, Di; Wang, Leye; Yang, Qiang Conference paper
Building ethics into artificial intelligence
IJCAI International Joint Conference on Artificial Intelligence, v.2018-July, 2018, p. 5527-5533
Yu, H.; Shen, Zhiqi; Miao, C.; Leung, Cyril; Lesser, Victor R.; Yang, Qiang Conference paper
CoNet: Collaborative Cross Networks for Cross-domain Recommendation
CEUR Workshop Proceedings, v. 2227, 2018, p. 14-27
Hu, Guangneng; Zhang, Yu; Yang, Qiang Conference paper
CoNet: Collaborative Cross Networks for Cross-Domain Recommendation
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018, p. 667-676
Hu, Guangneng; Zhang, Yu; Yang, Qiang Conference paper
Dynamic Bike Reposition: A Spatio-temporal Reinforcement Learning Approach
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 2018, p. 1724-1733
Li, Yexin; Zheng, Yu; Yang, Qiang Conference paper
Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification
Proceedings of the AAAI Conference on Artificial Intelligence, v. 32, (1), 2018, article number 12055, p. 5852-5859
Li, Zheng; Wei, Ying; Zhang, Yu; Yang, Qiang Conference paper
Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN
The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018, April 2018, p. 1063-1072
Peng, Hao; Li, Jianxin; He, Yu; Liu, Yaopeng; Bao, Mengjiao; Wnag, Lihong; Song, Yangqiu; Yang, Qiang Conference paper
Learning to Multitask
Advances in Neural Information Processing Systems, v. 2018, December 2018, p. 5771-5782
Zhang, Yu; Wei, Ying; Yang, Qiang Conference paper
Opportunistic Work-Rest Scheduling for Productive Aging
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10914 LNCS, 2018, p. 413-428
Yu, Han; Miao, Chunyan; Cui, Lizhen; Chen, Yiqiang; Fauvel, Simon; Yang, Qiang Conference paper
Personalizing a Dialogue System with Transfer Reinforcement Learning
Proceedings of the AAAI Conference on Artificial Intelligence, v. 32, (1), 2018, article number 11938, p. 5317-5324
Mo, Kaixiang; Zhang, Yu; Li, Shuangyin; Li, Jiajun; Yang, Qiang Conference paper
Smarths: An AI platform for improving government service provision
Proceedings of the AAAI Conference on Artificial Intelligence, v. 32, (1), 2018, article number 11382, p. 7704-7711
Zheng, Yongqing; Yu, Han; Cui, Lizhen; Miao, Chunyan; Leung, Cyril; Yang, Qiang Conference paper
Societal Impact of Data Science and Artificial Intelligence
KDD '18 Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018, p. 2872-2873
Provost, Foster; Hodson, James; Wing, Jeannette M.; Yang, Qiang; Neville, Jennifer Conference paper
Transfer Learning via Learning to Transfer
35th International Conference on Machine Learning, ICML 2018, v. 11, 2018, p. 8059-8068
Wei, Ying; Zhang, Yu; Huang, Junzhou; Yang, Qiang Conference paper
Transfer Learning via Learning to Transfer
Proceedings of Machine Learning Research, v. 80, July 2018, p. 5075-5084
Wei, Ying; Zhang, Yu; Huang, Junzhou; Yang, Qiang Conference paper
Transfer Learning via Learning to Transfer: Supplementary Material
35th International Conference on Machine Learning, ICML 2018, v. 11, 2018, p. 8069-8077
Wei, Ying; Zhang, Yu; Huang, Junzhou; Yang, Qiang Conference paper
Transferable Contextual Bandit for Cross-Domain Recommendation
Proceedings of the AAAI Conference on Artificial Intelligence, v. 32, (1), 2018, article number 11699, p. 3619-3626
Liu, Bo; Wei, Ying; Zhang, Yu; Yan, Zhixian; Yang, Qiang Conference paper

2017 12

A Dataset of Human Decision-making in Teamwork Management
Scientific Data, v. 4, January 2017, article number 160127
Yu, Han; Shen, Zhiqi; Miao, Chunyan; Leung, Cyril; Chen, Yiqiang; Fauvel, Simon; Lin, Jun; Cui, Lizhen; Pan, Zhengxiang; Yang, Qiang Article
A Unified Framework of Active Transfer Learning for Cross-System Recommendation
Artificial Intelligence, v. 245, April 2017, p. 38-55
Zhao, Lili; Pan, Sinnojialin; Yang, Qiang Article
Transfer Learning for Behavior Ranking
ACM Transactions on Intelligent Systems and Technology, v. 8, (5), June 2017, article number 65
Pan, Weike; Yang, Qiang; Duan, Yuchao; Tan, Ben; Ming, Zhong Article
Deep Neural Networks for High Dimension, Low Sample Size Data
IJCAI International Joint Conference on Artificial Intelligence, 2017, p. 2287-2293
Liu, Bo; Wei, Ying; Zhang, Yu; Yang, Qiang Conference paper
Distant Domain Transfer Learning
Proceedings of the AAAI Conference on Artificial Intelligence, v. 31, (1), 2017, article number 10826, p. 2604-2610
Tan, Ben; Zhang, Yu; Pan, Sinnojialin; Yang, Qiang Conference paper
End-to-End Adversarial Memory Network for Cross-domain Sentiment Classification
Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), August 2017, p. 2237-2243
Li, Zheng; Zhang, Yu; Wei, Ying; Wu, Yuxiang; Yang, Qiang Conference paper
Learning Sparse Task Relations in Multi-task Learning
Proceedings of the AAAI Conference on Artificial Intelligence, v. 31, (1), 2017, article number 10820, p. 2914-2920
Zhang, Yu; Yang, Qiang Conference paper
The Simpler The Better: A Unified Approach to Predicting Original Taxi Demands based on Large-Scale Online Platforms
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 2017, p. 1653-1662
Tong, Yongxin; Chen, Yuqiang; Zhou, Zimu; Wang, Jie; Chen, Lei; Yang, Qiang; Ye, Jieping; Lv, Weifeng Conference paper
Transfer Learning From APP Domain to News Domain for Dual Cold-start Recommendation
CEUR Workshop Proceedings, v. 1887, 2017, p. 38-41
Liu, Jixiong; Shi, Jiakun; Cai, Wanling; Liu, Bo; Pan, Weike; Yang, Qiang; Ming, Zhong Conference paper
Transitive Hashing Network for Heterogeneous Multimedia Retrieval
Proceedings of the AAAI Conference on Artificial Intelligence, v. 31, (1), 2017, article number 10487, p. 81-87
Cao, Zhangjie; Long, Mingsheng; Wang, Jianmin; Yang, Qiang Conference paper
Understanding How Feature Structure Transfers in Transfer Learning
IJCAI International Joint Conference on Artificial Intelligence, 2017, p. 2356-2371
Liu, Tongliang; Yang, Qiang; Tao, Dacheng Conference paper
When Transfer Learning Meets Deep Learning
CIKM' 17: Proceedings of the 2017 ACM Conference on Information and Knowledge Management, 2017, p. 5-5
Yang, Qiang Conference paper

2016 17

Cross-Domain Data Fusion
Computer, v. 49, (4), April 2016, article number 7452312, p. 18
Yang, Qiang Article
Heterogeneous Translated Hashing: A Scalable Solution towards Multi-modal Similarity Search
ACM Transactions on Knowledge Discovery from Data, v. 10, (4), May 2016, article number 36
Wei, Ying; Song, Yangqiu; Zhen, Yi; Liu, Bo; Yang, Qiang Article
Individual Judgments Versus Consensus: Estimating Query-URL Relevance
ACM Transactions on the Web, v. 10, (1), January 2016, article number 3
Song, Hengjie; Xu, Yonghui; Min, Huaqing; Wu, Qingyao; Wei, Wei; Weng, Jianshu; Han, Xiaogang; Yang, Qiang; Shi, Jialiang; Gu, Jiaqian; Miao, Chunyan; Toyoaki, Nishida Article
Mitigating Herding in Hierarchical Crowdsourcing Networks
Scientific Reports, v. 6, (1), December 2016, article number 4
Yu, Han; Miao, Chunyan; Leung, Cyril; Chen, Yiqiang; Fauvel, Simon; Lesser, Victor R.; Yang, Qiang Article
Telco User Activity Level Prediction with Massive Mobile Broadband Data
ACM Transactions on Intelligent Systems and Technology, v. 7, (4), May 2016, article number 63
Luo, Chen; Zeng, Jia; Yuan, Mingxuan; Dai, Wenyuan; Yang, Qiang Article
Temporal Skeletonization on Sequential Data: Patterns, Categorization, and Visualization
IEEE Transactions on Knowledge and Data Engineering, v. 28, (1), January 2016, p. 211-223
Liu, Chuanren; Zhang, Kai; Xiong, Hui; Jiang, Guofei; Yang, Qiang Article
Transfer Learning for Semisupervised Collaborative Recommendation
ACM Transactions on Interactive Intelligent Systems, v. 6, (2), July 2016, article number 10
Pan, Weike; Yang, Qiang; Duan, Yuchao; Ming, Zhong Article
City-scale map creation and updating using GPS collections
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 13-17-August-2016, August 2016, p. 1465-1474
Chen, Chen; Lu, Cewu; Huang, Qixing; Yang, Qiang; Gunopulos, Dimitrios; Guibas, Leonidas J. Conference paper
Collaborative Evolution for User Profiling in Recommender Systems
IJCAI International Joint Conference on Artificial Intelligence, 2016-January, 2016, p. 3804-3810
Lu, Zhongqi; Pan, Jialin; Li, Yong; Jiang, Jie; Yang, Qiang Conference paper
Correlated Tag Learning in Topic Model
32nd Conference on Uncertainty in Artificial Intelligence 2016, UAI 2016, 2016, p. 457-466
Li, Shuangyin; Pan, Rong; Zhang, Yu; Yang, Qiang Conference paper
Deep visual-semantic hashing for cross-modal retrieval
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 13-17-August-2016, August 2016, p. 1445-1454
Cao, Yue; Long, Mingsheng; Wang, Jianmin; Yang, Qiang; Yuy, Philip S. Conference paper
Infusing Human Factors into Algorithmic Crowdsourcing
Proceedings of the Twenty-Eighth AAAI Conference on Innovative Applications(IAAI-16), 2016, p. 4062-4064
Han, Yu; Miao, Chunyan; Shen, Zhiqi; Jun, Lin; Leung, Cyril; Yang, Qiang Conference paper
Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning
Proceedings of the AAAI Conference on Artificial Intelligence, v. 30, (1), 2016, article number 10172, p. 1338-1344
Wei, Ying; Zhu, Yin; Leung, Cane Wing Ki; Song, Yangqiu; Yang, Qiang Conference paper
Matrix Factorization+ for Movie Recommendation
IJCAI International Joint Conference on Artificial Intelligence, v. 2016, January 2016, p. 3945-3951
Zhao, Lili; Lu, Zhongqi; Pan, Jialin; Yang, Qiang Conference paper
Multi-Domain Active Learning for Recommendation
Proceedings of the AAAI Conference on Artificial Intelligence, v. 30, (1), 2016, article number 10291, p. 2358-2364
Zihan, Zhang; Jin, Xiaoming; Li, Lianghao; Ding, Guiguang; Yang, Qiang Conference paper
The Lifecycle and Cascade of WeChat Social Messaging Groups
WWW '16 Proceedings of the 25th International Conference on World Wide Web, 2016, p. 311-320
Qiu, JieZhong; Li, Yixuan; Tang, Jie; Lu, Zheng; Ye, Hao; Chen, Bo; Yang, Qiang; Hopcroft, John E. Conference paper
Transfer Knowledge between Cities
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 13-17-August-2016, August 2016, p. 1905-1914
Wei, Ying; Zheng, Yu; Yang, Qiang Conference paper

2015 17

Adsorption of phenols on reduced-charge montmorillonites modified by bispyridinium dibromides: Mechanism, kinetics and thermodynamics studies
Colloids and Surfaces A: Physicochemical and Engineering Aspects, v. 482, October 2015, p. 222-230
Luo, Zhongxin; Gao, Manglai; Yang, Senfeng; Yang, Qiang Article
Modeling Neuron Selectivity Over Simple Midlevel Features for Image Classification
IEEE Transactions on Image Processing, v. 24, (8), August 2015, article number 7069202, p. 2404-2414
Kong, Shu; Jiang, Zhuolin; Yang, Qiang Article
PBOOST: a GPU-based tool for parallel permutation tests in genome-wide association studies
Bioinformatics, v. 31, (9), 2015, p. 1460-1462
Yang, Guangyuan; Jiang, Wei; Yang, Qiang; Yu, Weichuan Article
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, 25-31 July 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, 25-31 July 2015 / Edited by Qiang Yang and Michael J Wooldridge. Palo Alto: The Association for the Advancement of Artificial Intelligence Press / International Joint Conferences on Artificial Intelligence, 2015.
Yang, Qiang; Wooldridge, Michael Book
Content-based Collaborative Filtering for News Topic Recommendation
Proceedings of the AAAI Conference on Artificial Intelligence, v. 29, (1), 2015, article number 9183, p. 217-223
Lu, Zhongqi; Dou, Zhicheng; Lian, Jianxun; Xie, Xing; Yang, Qiang Conference paper
Differential Privacy in Telco Big Data Platform
The Proceedings of the VLDB Endowment (PVLDB), v. 8, (12), August 2015, p. 1692-1703
Hu, Xueyang; Yuan, Mingxuan; Yao, Jianguo; Deng, Yu; Chen, Lei; Yang, Qiang; Guan, Haibing; Zeng, Jia Conference paper
Efficient Task Sub-delegation for Crowdsourcing
Proceedings of the AAAI Conference on Artificial Intelligence, v. 29, (1), 2015, article number 9337, p. 1305-1311
Yu, Han; Miao, Chunyan; Shen, Zhiqi; Leung, Cyril; Chen, Yiqiang; Yang, Qiang Conference paper
Lifelong Machine Learning Test
29th AAAI Conference on Artificial Intelligence, AAAI-15, Austin, Texas, USA, 25-30 January 2015
Li, Lianghao; Yang, Qiang Conference paper
Mining Target Users for Online Marketing Based on App Store Data
Proceedings: 2015 IEEE International Conference on Big Data, Edited by: Howard Ho, Beng Chin Ooi, Mohammed J. Zaki, Xiaohua Hu, Laura Haas, Vipin Kumar, Sudarsan Rachuri, Shipeng Yu, Morris Hui-I Hsiao, Jian Li, Feng Luo, Saumyadipta Pyne, Kemafor Ogan. The Institute of Electrical and Electronics Engineers, Inc., 2015, p. 1043-1052
He, Xiuqiang; Dai, Wenyuan; Cao, Guoxiang; Tang, Ruiming; Yuan, Mingxuan; Yang, Qiang Conference paper
Question Classification by Approximating Semantics
Proceedings of the 24th International Conference on World Wide Web, New York, NY, USA : ACM, 2015, p. 407-417
Feng, Guangyu; Xiong, Kun; Tang, Yang; Cui, Anqi; Bai, Jing; Li, Hang; Yang, Qiang; Li, Ming Conference paper
RAIN: Social Role-Aware Information Diffusion
The 29th Association for the Advancement of Artificial Intelligence Conference (AAAI15), Austin, Texas, USA, 25-30 January 2015
Yang, Yang; Tang, Jie; Cane, Leung; Sun, Yi-zhou; Chen, Qi-gong; Li, Juanzi; Yang, Qiang Conference paper
Sampling Big Trajectory Data
Proceedings of the 24th ACM International on Conference on Information and Knowledge Management, New York, NY, USA : ACM, 2015, p. 941-950
Li, Yanhua; Chow, Chiyin; Deng, Ke; Yuan, Mingxuan; Zeng, Jia; Zhang, Jiadong; Yang, Qiang; Zhang, Zhili Conference paper
Scalable Parallel EM Algorithms for Latent Dirichlet Allocation in Multi-Core Systems
WWW 2015 - Proceedings of the 24th International Conference on World Wide Web, May 2015, p. 669-679
Liu, Xiaosheng; Zeng, Jia; Yang, Xi; Jianfeng, Yan; Yang, Qiang Conference paper
Spectral Label Refinement for Noisy and Missing Text Labels
Proceedings of the AAAI Conference on Artificial Intelligence, v. 29, (1), 2015, article number 9560, p. 2972-2978
Song, Yangqiu; Wang, Chenguang; Zhang, Ming; Sun, Hailong; Yang, Qiang Conference paper
Telco Churn Prediction with Big Data
Proceedings of the ACM SIGMOD International Conference on Management of Data, v. 2015-May, May 2015, p. 607-618
Huang, Yiqing; Zhu, Fangzhou; Yuan, Mingxuan; Deng, Ke; Li, Yanhua; Ni, Bing; Dai, Wenyuan; Yang, Qiang; Zeng, Jia Conference paper
Transitive Transfer Learning
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 2015-August, August 2015, p. 1155-1164
Tan, Ben; Song, Yangqiu; Zhong, Erheng; Yang, Qiang Conference paper
User Modeling in Telecommunications and Internet Industry
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 2015-August, 2015, p. 1639-1639
Yang, Qiang Conference paper

2014 24

Action-model acquisition for planning via transfer learning
Artificial Intelligence, v. 212, (1), 2014, p. 80-103
Zhuo, Hankzhankui; Yang, Qiang Article
Bio‐Inspired Photonic‐Crystal Microchip for Fluorescent Ultratrace Detection
Angewandte Chemie - International Edition, v. 53, (23), June 2014, p. 5791-5795
Hou, Jue; Zhang, Huacheng; Yang, Qiang; Li, Mingzhu; Song, Yanlin; Jiang, Lei Article
Bird Flu Outbreak Prediction via Satellite Tracking
IEEE Intelligent Systems, v. 29, (4), July 2014, article number 6908908, p. 10-17
Zhou, Yuanchun; Tang, Mingjie; Pan, Weike; Li, Jinyan; Wang, Weihang; Shao, Jing; Wu, Liang; Li, Jianhui; Yang, Qiang; Yan, Baoping Article
Coencapsulation of epirubicin and metformin in PEGylated liposomes inhibits the recurrence of murine sarcoma S180 existing CD133+ cancer stem-like cells
European Journal of Pharmaceutics and Biopharmaceutics, v. 88, (3), 2014, p. 737-745
Yang, Qiang; Zhang, Ting; Wang, Chunling; Jiao, Jiao; Li, Jing; Deng, Yihui Article
Improvement of Dscam homophilic binding affinity throughout Drosophila evolution
BMC Evolutionary Biology, v. 14, (1), August 2014, article number 186
Wang, Guangzhong; Marini, Simone; Ma, Xinyun; Yang, Qiang; Zhang, Xuegong; Zhu, Yan Article
Improvement of Dscam homophilic binding affinity throughout Drosophila evolution
International Journal of Biological Markers, v. 29, (4), October 2014, p. e411-e422
Gao, Peng; Wang, Zhanwei; Zhang, Bin; Zou, Yourui; Guo, Hui; Liu, Haibo; Yang, Qiang; Fang, Zhihao; Jiang, Shucai; Shen, Bing; Chow, Louis W.C.; Loo, Wingsty; Ng, Elizabeth L.Y.; Tsang, William Article
Learning hierarchical task network domains from partially observed plan traces
Artificial intelligence, v. 212 (1), July 2014, Pages 134-157
Zhuo, Hankzhankui; Mu?oz-ávila, Héctor; Yang, Qiang Article
Multi‐transfer: Transfer learning with multiple views and multiple sources
Statistical Analysis and Data Mining, v. 7, (4), 2014, p. 282-293
Tan, Ben; Zhong, Erheng; Xiang, Evanwei; Yang, Qiang Article
OceanST: A Distributed Analytic System for Large-Scale Spatiotemporal Mobile Broadband Data
Proceedings of the VLDB Endowment, v. 7, (13), August 2014, p. 1561-1564
Yuan, Mingxuan; Deng, Ke; Zeng, Jia; Li, Yanhua; Ni, Bing; He, Xiuqiang; Wang, Fei; Dai, Wenyuan; Yang, Qiang Article
Transfer Learning with Graph Co-Regularization
IEEE Transactions on Knowledge and Data Engineering, v. 26, (7), 2014, article number 6544187, p. 1805-1818
Long, Mingsheng; Wang, Jianmin; Ding, Guiguang; Shen, Dou; Yang, Qiang Article
User Behavior Learning and Transfer in Composite Social Networks
ACM Transactions on Knowledge Discovery from Data, v. 8, (1), 2014, article number 2556613
Zhong, Erheng; Fan, Wei; Yang, Qiang Article
Adaptive User Distance Modeling in Social Media
Proceedings of the 2014 SIAM International Conference on Data Mining, Editors: Mohammed Zaki, Zoran Obradovic, Pang Ning Tan, Arindam Banerjee, Chandrika Kamath and Srinivasan Parthasarathy. Society for Industrial and Applied Mathematics, 2014, p. 316-324
Zhong, Erheng; Fan, Wei; Yang, Qiang Conference paper
Clinical Analysis of Three Cases of Fungal Esophagitis in Children with Acute Lymphoblastic Leukemia
Pediatric Blood & Cancer, v. 61, (S2), December 2014, p. S262-S263
Mai, H.; Cai, H.; Dai, D.; Bai, D.; Yang, Qiang; Yuan, X.; Li, C. Conference paper
Crowdsourced Time-sync Video Tagging Using Temporal and Personalized Topic Modeling
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014, p. 721-730
Wu, Bin; Zhong, Erheng; Tan, Ben; Horner, Andrew Brian; Yang, Qiang Conference paper
Effects of Additives on the Wettability of AgSnO₂ Contact Material
Proceedings of the 5th International Conference on Reliability of Electrical Products and Electrical Contacts, 2014, p. 295-299
Wang, Haitao; Yang, Qiang; Wang, Jing Conference paper
Linking Heterogeneous Input Spaces with Pivots for Multi-Task Learning
Proceedings of the 2014 SIAM International Conference on Data Mining, v. 1, 2014, p. 181-189
He, Jingrui; Liu, Yan; Yang, Qiang Conference paper
Mixed-transfer: transfer learning over mixed graphs
Proceedings of the 2014 SIAM International Conference on Data Mining, Editors: Mohammed Zaki, Zoran Obradovic, Pang Ning Tan, Arindam Banerjee, Chandrika Kamath and Srinivasan Parthasarathy. Society for Industrial and Applied Mathematics, 2014, p. 208-216
Tan, Ben; Zhong, Erheng; Ng, Michael; Yang, Qiang Conference paper
Music emotion recognition by multi-label multi-layer multi-instance multi-view learning
MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia, New York, NY, USA : ACM, 2014, p. 117-126
Wu, Bin; Zhong, Erheng; Horner, Andrew B.; Yang, Qiang Conference paper
RAIN: Social Role-Aware Information Diffusion
28th AAAI Conference (AAAI-14), Québec, Canada, 27-31 July 2014
Yang, Yang; Tang, Jie; Leung, Cane Wing Ki; Sun, Yizhou; Chen, Qicong; Li, Juanzi; Yang, Qiang Conference paper
Research on Layout of Measurement Points in Tunnel Lighting Experiment
Applied Mechanics and Materials, v. 580-583, 2014, p. 1024-1028
Yang, Qiang; Liang, Bo; Pan, Guobing; He, Shiyong; Chen, Wei; Dang, Xiaoyu; Wu, Zhiwei Conference paper
Robust Adaptive Control of Nonlinear Systems with Uncertainties
Applied Mechanics and Materials, v. 568-570, 2014, p. 1108-1112
Liu, Ning; Liu, Yusheng; Yang, Qiang Conference paper
Scalable heterogeneous translated hashing
Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, 2014, p. 791-800
Wei, Ying; Song, Yangqiu; Zhen, Yi; Liu, Bo; Yang, Qiang Conference paper
Source Free Transfer Learning for Text Classification
Proceedings of the AAAI Conference on Artificial Intelligence, v. 28, (1), 2014, article number 8721, p. 122-128
Lu, Zhongqi; Zhu, Yin; Pan, Sinnojialin; Xiang, Evanwei; Wang, Yujing; Yang, Qiang Conference paper
Temporal skeletonization on sequential data: Patterns, categorization, and visualization
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, United States : Association for Computing Machinery, 2014, p. 1336-1345
Liu, Chuanran; Zhang, Kai; Xiong, Hui; Jiang, Geoff; Yang, Qiang Conference paper

2013 25

Backstepping Sliding Mode Control of PMSM Based on dSPACE
Micromotors, v. 46, (3), March 2013
Yang, Q.; Liu, W.; Zhang, M. Article
Coordinated energy dispatching in microgrid with wind power generation and plug-in electric vehicles
IEEE Transactions on Smart Grid, v. 4, (3), 2013, article number 6576221, p. 1453-1463
Wu, Ting; Yang, Qiang; Bao, Zhejin; Yan, Wenjun Article
Feature Engineering for Semantic Place Prediction
Pervasive and Mobile Computing, v. 9, (6), December 2013, p. 772-783
Zhu, Yin; Zhong, Erheng; Lu, Zhongqi; Yang, Qiang Article
HapBoost: A Fast Approach to Boosting Haplotype Association Analyses in Genome-Wide Association Studies
IEEE/ACM Transactions on Computational Biology and Bioinformatics, v. 10, (1), 2013, article number 6419694, p. 207-212
Wan, Xiang; Yang, Can; Yang, Qiang; Zhao, Hongyu; Yu, Weichuan Article
Multicast virtual network mapping for supporting multiple description coding-based video applications
Computer Networks, v. 57, (4), March 2013, p. 990-1002
Miao, YuTing; Yang, Qiang; Wu, Chunming; Jiang, Ming; Chen, Jinzhou Article
The Complete Compositional Epistasis Detection in Genome-wide Association Studies
BMC Genetics, v. 14, February 2013, article number 7
Wan, Xiang; Yang, Can; Yang, Qiang; Zhao, Hongyu; Yu, Weichuan Article
Thermal shock resistance of a ZrB2-SiC-graphite composite in low oxygen partial pressure environment
Ceramics International, v. 39, (5), July 2013, p. 5591-5596
Jin, Hua; Meng, Songhe; Yang, Qiang; Zhu, Yanwei Article
Transfer learning in heterogeneous collaborative filtering domains
Artificial Intelligence, v. 197, 2013, p. 39-55
Pan, Weike; Yang, Qiang Article
User demographics prediction based on mobile data
Pervasive and mobile computing, v. 9, (6), December 2013, p. 823-837
Zhong, Erheng; Tan, Ben; Mo, Kaixiang; Yang, Qiang Article
Active Transfer Learning for Cross-system Recommendation
Proceedings of the AAAI Conference on Artificial Intelligence, v. 27, (1), 2013, article number 8458, p. 1205-1211
Zhao, Lili; Pan, Sinnojialin; Xiang, Evanwei; Zhong, Erheng; Lu, Zhongqi; Yang, Qiang Conference paper
Big Data, Lifelong Machine Learning and Transfer Learning
Proceedings of the 6th ACM International Conference on Web Search and Data Mining, New York, NY, USA : ACM, 2013, p. 505
Yang, Qiang Conference paper
Collaborative Boosting for Activity Classification in Microblogs
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, New York, NY, USA : ACM, 2013, p. 482-490
Song, Yangqiu; Lu, Zhengdong; Leung, Cane Wing Ki; Yang, Qiang Conference paper
Contextual Rule-based Feature Engineering for Author-paper Identification
Proceedings of the 2013 KDD Cup 2013 Workshop, New York, NY, USA : ACM, 2013
Zhong, Erheng; Li, Lianghao; Wang, Naiyan; Tan, Ben; Zhu, Yin; Zhao, Lili; Yang, Qiang Conference paper
Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels
30th International Conference on Machine Learning, ICML 2013, (PART 2), 2013, p. 1425-1432
Zhang, Kai; Zheng, Vincentwenchen; Wang, Qiaojun; Kwok, James Tin Yau; Yang, Qiang; Mar?i?, Ivan Conference paper
Cross-task Crowdsourcing
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, New York, NY, USA : ACM, 2013, p. 677-685
Mo, Kaixiang; Zhong, Erheng; Yang, Qiang Conference paper
General Functional Matrix Factorization Using Gradient Boosting
30th International Conference on Machine Learning, ICML 2013, (Part 1), 2013, p. 436-444
Chen, Tianqi; Li, Hang; Yang, Qiang; Yu, Yong Conference paper
Lifelong Machine Learning Systems: Beyond Learning Algorithms
AAAI Spring Symposium - Technical Report, (SS-13-05), 2013, p. 49-55
Silver, Daniel L.; Yang, Qiang; Li, Lianghao Conference paper
Modeling the Dynamics of Composite Social Networks
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, New York, NY, USA : ACM, 2013, p. 937-945
Zhong, Erheng; Fan, Wei; Zhu, Yin; Yang, Qiang Conference paper
Multi-Transfer: Transfer Learning with Multiple Views and Multiple Sources
Proceedings of the 2013 SIAM International Conference on Data Mining, Editors: Joydeep Ghosh, Zoran Obradovic, Jennifer Dy, Zhi-Hua Zhou, Chandrika Kamath and Srinivasan Parthasarathy. Society for Industrial and Applied Mathematics, 2013, p. 243-251
Tan, Ben; Zhong, Erheng; Xiang, Wei; Yang, Qiang Conference paper
Online hashing
IJCAI International Joint Conference on Artificial Intelligence, 2013, p. 1422-1428
Huang, Longkai; Yang, Qiang; Zheng, Wei-Shi Conference paper
Predicting User Activity Level in Social Networks
Proceedings of the 22nd ACM International Conference on Information & Knowledge Management, New York, NY, USA : ACM, 2013, p. 159-168
Zhu, Yin; Zhong, Erheng; Pan, Sinnojialin; Wang, Xiao; Zhou, Minzhe; Yang, Qiang Conference paper
Proceedings of the 2013 IEEE International Conference on Big Data
Proceedings of the 2013 IEEE International Conference on Big Data, 2013
Hu, Xiaohua; Lin, Tsau Young; Raghavan, Vijay; Wah, Benjamin; Baeza-yates, Ricardo; Fox, Geoffrey; Shahabi, Cyrus; Yang, Qiang Conference paper
Proceedings of the 7th ACM conference on Recommender systems
Proceedings of the 7th ACM conference on Recommender systems (RecSys 2013), 2013
Yang, Qiang; King, Irwin; Li, Qing; Pu, Pearl; Karypis, George Conference paper
Selective Transfer Learning for Cross Domain Recommendation
SIAM International Conference on Data Mining 2013, SMD 2013, v. 2013, 2013, p. 641-649
Lu, Zhongqi; Zhong, Erheng; Zhao, Lili; Xiang, Evan Wei; Pan, Weike; Yang, Qiang Conference paper
Smart Hashing Update for Fast Response
IJCAI International Joint Conference on Artificial Intelligence, 2013, p. 1855-1861
Yang, Qiang; Huang, Longkai; Zheng, Wei-Shi; Ling, Yingbiao Conference paper

2012 36

Clinical observation of Tongyangjiangni formulae in intervene of immature verrucosa gastritis
China Journal of Traditional Chinese Medicine and Pharmacy, v. 6, 2012, Article number 078
Shi, Lijie; Yang, Qiang; Wang, Jing Article
Effects of Huayu Tongyang Enema Recipe on hypercoagulation in ulcerative colitis patients
China Journal of Traditional Chinese Medicine and Pharmacy, v. 8, 2012, Article number 052
Shi, Lijie; Yang, Qiang; Gou, Jing; Chen, Daquan; Wang, Jing; Zhou, Zhenghua Article
General chairs' welcome message
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2012; Beijing; China, 12 August 2012 through 16 August 2012; Code 92573, Pages iii
Yang, Qiang; Shen, Dou Article
Introduction to the Special Section on the 2nd Asia Conference on Machine Learning (ACML 2010)
ACM Transactions on Intelligent Systems and Technology, v. 3, (2), February 2012, Article number 27
Sugiyama, Masashi; Yang, Qiang Article
Preface
Journal of Computer Science and Technology, v. 27, (3), January 2012, Pages 451-454
Yang, Qiang; Tang, Jie; Zhang, Lei; Cao, Bin Article
Preface
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine-12 - Held in Conjunction with SIGKDD Conference; Beijing; China, 12 August 2012 through 12 August 2012; Code 92783, 12 August 2012 through 12 August 2012; Code 92783
Fan, Wei; Bifet, Albert; Yang, Qiang; Yu, Philip Article
SMS Spam Detection Using Noncontent Features
IEEE Intelligent Systems, v. 27, (6), November 2012, Article number 6133257, Pages 44-51
Xu, Qian; Xiang, Evanwei; Yang, Qiang; Du, Jiachun; Zhong, Jieping Article
The effect of P-chiral center on helical conformation of optically active N-propargylphosphonamidates
E-Polymers, v. 12, (1), 2012, p. 367 - 375
Lu, Lihua; Mo, Jiaoli; Yang, Qiang; Zhang, Liqun; Wang, Weimin; Yue, Dongmei Article
Towards mobile intelligence: Learning from GPS history data for collaborative recommendation
Artificial intelligence, v.184-185, June 2012, Pages 17-37
Zheng, Vincentwenchen; Zheng, Yu; Xie, Xing; Yang, Qiang Article
Tracking mobile users in wireless networks via semi-supervised colocalization
IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 34, (3), March 2012, article number 5989824, p. 587-600
Pan, JeffreyJunfeng; Pan, Sinnojialin; Yin, Jie; Ni, Lionel Ming-Shuan; Yang, Qiang Article
Where is the user in multimedia retrieval?
IEEE Multimedia, v. 19, (4), 2012, Article number 6338943, Pages 6-10
Worring, Marcel; Sajda, Paul; Santini, Simone; Shamma, David Ayman; Smeaton, Alan F.; Yang, Qiang Article
Crafting Your Research Future: A Guide to Successful Master's and Ph.D. Degrees in Science & Engineering
Crafting Your Research Future: A Guide to Successful Master's and Ph.D. Degrees in Science & Engineering / Ling, Charles., Yang, Qiang.. Morgan & Claypool, 2012
Ling, Charles; Yang, Qiang Book
Transfer learning for text mining
Mining Text Data / v. 9781461432234, 1 August 2012, p. 223-257
Pan, Weike; Zhong, Erheng; Yang, Qiang Book chapter
A demonstration of mining significant places from cell ID trajectories through a geo-grid based approach
Proceedings - 2012 IEEE 13th International Conference on Mobile Data Management, MDM 2012, Bengaluru, Karnataka; India, 23 July 2012 through 26 July 2012; Category numberE4713; Code 94301, Article number 6341412, Pages 328-331
Bao, Tengfei; Cao, Huanhuan; Yang, Qiang; Chen, Enhong; Tian, Jilei Conference paper
A dual-active spatial cloaking algorithm for location privacy preserving in mobile peer-to-peer networks
IEEE Wireless Communications and Networking Conference, WCNC 2012, Paris, France, 1 - 4 April 2012, Article number 6214137, p. 2098-2102
Che, Yanzhe; Yang, Qiang; Hong, Xiaoyan Conference paper
A habit mining approach for discovering similar mobile users
World Wide Web 2012, Lyon, France, 16-20 April, 2012, p. 231-240
Ma, Haiping; Cao, Huanhuan; Yang, Qiang; Chen, Enhong; Tian, Jilei Conference paper
A machine learning approach for instance matching based on similarity metrics
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11th International Semantic Web Conference, ISWC 2012; Boston, MA; United States, v. 7649 LNCS, (PART 1), 11 November 2012 through 15 November 2012; Code 93624, Pages 460-475
Rong, Shu; Niu, Xing; Xiang, Evanwei; Wang, Haofen; Yang, Qiang; Yu, Yong Conference paper
A mouse-trajectory based model for predicting query-url relevance
Proceedings of the AAAI Conference on Artificial Intelligence, v. 26, (1), 2012, article number 8109, p. 143-149
Song, Hengjie; Liao, Ruoxue; Zhang, Xiangliang; Miao, Chunyan; Yang, Qiang Conference paper
A Noise-aware click model for web search
WSDM 2012 - Proceedings of the 5th ACM International Conference on Web Search and Data Mining, Seattle, WA; United States, 8 February 2012 through 12 February 2012; Code 88851, p. 313-322
Chen, Weizhu; Wang, Dong; Zhang, Yuchen; Chen, Zheng; Singla, Adish Kumar; Yang, Qiang Conference paper
Action-model based multi-agent plan recognition
Advances in Neural Information Processing Systems 25, 1, 2012, article number 96883, p. 368-376
Zhuo, Hankzhankui; Yang, Qiang; Kambhampati, Subbarao Conference paper
Beyond ten blue links: Enabling user click modeling in federated Web search
WSDM 2012 - Proceedings of the 5th ACM International Conference on Web Search and Data Mining; Seattle, WA; United States, 8 February 2012 through 12 February 2012; Code 88851, Pages 463-472
Chen, Danqi; Chen, Weizhu; Wang, Haixun; Chen, Zheng; Yang, Qiang Conference paper
Contextual collaborative filtering via hierarchical matrix factorization
Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012, Anaheim, CA; United States, 26 April 2012 through 28 April 2012; Code 97723, Pages 744-755
Zhong, Erheng; Fan, Wei; Yang, Qiang Conference paper
Cross-domain co-extraction of sentiment and topic lexicons
50th Annual Meeting of the Association for Computational Linguistics, ACL 2012 - Proceedings of the Conference, Jeju Island; South Korea, v. 1, 8 July 2012 through 14 July 2012; Code 97156, Pages 410-419
Li, Fangtao; Pan, Sinnojialin; Jin, Ou; Yang, Qiang; Zhu, Xiaoyan Conference paper
Discovering spammers in social networks
Proceedings of the AAAI Conference on Artificial Intelligence, v. 26, (1), 2012, article number 8116, p. 171-177
Zhu, Yin; Xiao, Wang; Zhong, Erheng; Liu, Nan; Li, He; Yang, Qiang Conference paper
Discriminative factor alignment across heterogeneous feature space
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2012 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2012; Bristol; United Kingdom, v. 7524, (PART 2), 24 September 2012 through 28 September 2012; Code 93009, Pages 757-772
Hu, Fangwei; Chen, Tianqi; Liu, Nathannan; Yang, Qiang; Yu, Yong Conference paper
Mining significant places from cell ID trajectories: A geo-grid based approach
Proceedings - 2012 IEEE 13th International Conference on Mobile Data Management, MDM 2012, Bengaluru, Karnataka; India, 23 July 2012 through 26 July 2012, Category numberE4713; Code 94301, Article number 6341404, Pages 288-293
Bao, Tengfei; Cao, Huanhuan; Yang, Qiang; Chen, Enhong; Tian, Jilei Conference paper
Personalized click model through collaborative filtering
WSDM 2012 - Proceedings of the 5th ACM International Conference on Web Search and Data Mining, WSDM 2012; Seattle, WA; United States, 8 February 2012 through 12 February 2012; Code 88851, Pages 323-332
Shen, Si; Hu, Botao; Chen, Weizhu; Yang, Qiang Conference paper
Rating Prediction with Informative Ensemble of Multi-Resolution Dynamic Models.
JMLR: Workshop and Conference Proceedings, 2012, p. 75-97
Zheng, Zhao; Chen, Tianqi; Liu, Nathan Nan; Yang, Qiang; Yu, Yong Conference paper
Report of Task 3: Your Phone Understands You
The Mobile Data Challenge 2012 (by Nokia), Workshop, Newcastle, UK, 18-19 June 2012
Mo, Kaixiang; Tan, Ben; Zhong, Erheng; Yang, Qiang Conference paper
Short-term electricity price forecasting based on MPSO-BP algorithm
Advanced Materials Research, 2012 International Conference on Manufacturing Engineering and Automation, ICMEA 2012; Guangzhou; China, v. 591-593, 16 November 2012 through 18 November 2012; Code 94388, Pages 1351-1355
Dong, Yu; Yang, Qiang; Yan, Wenjun Conference paper
SMART: Semi-Supervised Music Emotion Recognition with Social Tagging
Proceedings of SIAM International Conference on Data Mining, v. , 2013, p. 279-287
Wu, Bin; Zhong, Erheng; Hu, Derek Hao; Horner, Andrew Brian; Yang, Qiang Conference paper
Social contextual recommendation
21st ACM International Conference on Information and Knowledge Management, CIKM 2012; Maui, HI; United States, 29 October 2012 through 2 November 2012; Code 94401, Pages 45-54
Jiang, Meng; Cui, Peng; Liu, Rui; Yang, Qiang; Wang, Fei; Zhu, Wenwu; Yang, Shiqiang Conference paper
Social recommendation across multiple relational domains
21st ACM International Conference on Information and Knowledge Management, CIKM 2012, United States, 29 October 2012 through 2 November 2012; Code 94401, Pages 1422-1431
Jiang, Meng; Cui, Peng; Wang, Fei; Yang, Qiang; Zhu, Wenwu; Yang, Shiqiang Conference paper
Surrounding context and episode awareness using dynamic bluetooth data
Proceedings of the 14th International ACM Conference on Ubiquitous Computing, UbiComp 2012; Pittsburgh, PA; United States, 5 September 2012 through 8 September 2012; Code 93177, Pages 629-630
Chen, Yiqiang; Chen, Zhenyu; Liu, Junfa; Hu, Derekhao; Yang, Qiang Conference paper
Transfer learning in collaborative filtering with uncertain ratings
Proceedings of the AAAI Conference on Artificial Intelligence, v. 26, (1), 2012, article number 8197, p. 662-668
Pan, Weike; Xiang, Wei Evan; Yang, Qiang Conference paper
Transfer learning with graph co-regularization
Proceedings of the AAAI Conference on Artificial Intelligence, v. 26, (1), 2012, article number 8290, p. 1033-1039
Long, Mingsheng; Wang, Jianmin; Ding, Guigang; Shen, Dou; Yang, Qiang Conference paper

2011 47

A Hidden Two-locus Disease Association Pattern in Genome-wide Association Studies
BMC bioinformatics, v. 12, (156), May 2011, article number 156, p. 1-14
Yang, Can; Wan, Xiang; Yang, Qiang; Xue, Hong; Tang, Nelson L.S.; Yu, Weichuan Article
A resource-efficient load balancing algorithm for network virtualization
Chinese Journal of Electronics, v. 20, (4), October 2011, Pages 667-670
Liao, Shengquan; Wu, Chunming; Yang, Qiang; Wang, Baojin; Jiang, Ming Article
A Survey of Transfer and Multitask Learning in Bioinformatics.
Journal of Computing Science and Engineering, v. 5, (3), September 2011, p. 257-268
Xu, Qian; Yang, Qiang Article
Best papers from the Fifth International Conference on Advanced Data Mining and Applications (ADMA 2009)
Knowledge and information systems, v. 27, (2), May 2011, Pages 163-164
Pei, Jian; Gama, Jo?o M.P.; Yang, Qiang; Huang, Ronghuai; Li, Xue Article
Cross-domain activity recognition via transfer learning
Pervasive and mobile computing, v. 7, (3), June 2011, p. 344-358
Hu, Derekhao; Zheng, Vincentwenchen; Yang, Qiang Article
Domain Adaptation via Transfer Component Analysis
IEEE transactions on neural networks, v. 22, (2), February 2011, Article number 5640675, p. 199-210
Pan, Sinnojialin; Tsang, Ivor; Kwok, James Tin Yau; Yang, Qiang Article
Identifying Disease-associated SNP Clusters via Contiguous Outlier Detection
Bioinformatics, v. 27, (18), September 2011, article number btr424, p. 2578-2585
Yang, Can; Zhou, Xiaowei; Wan, Xiang; Yang, Qiang; Xue, Hong; Yu, Weichuan Article
In silico protein-protein interaction prediction with sequence alignment and classifier stacking
Current protein & peptide science, v. 12, (7), November 2011, Pages 614-620
Marini, Simone; Xu, Qian; Yang, Qiang Article
Introduction to the special issue on intelligent systems for activity recognition
ACM Transactions on Intelligent Systems and Technology, v. 2, (1), January 2011, Article number 1
Zhang, Daqing; Philipose, Matthai; Yang, Qiang Article
Learning bidirectional asymmetric similarity for collaborative filtering via matrix factorization
Data mining and knowledge discovery, v. 22, May 2011, p. 393-418
Cao, Bin; Yang, Qiang; Sun, Jiantao; Chen, Zheng Article
Load modeling of power system considering time-variant load and dynamic compensation
Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control\gv. 39, (17), 1 September 2011, Pages 17-21+59
Yang, Qiang; Hao, Wenbin; Hong, X.L.; Liu, Yusheng Article
Multi-platform gene-expression mining and marker gene analysis
International journal of data mining and bioinformatics, v. 5, (5), October 2011, p. 485-503
Xu, Qian; Xue, Hong; Yang, Qiang Article
Multitask learning for protein subcellular location prediction
IEEE/ACM Transactions on Computational Biology and Bioinformatics, v. 8, (3), 2011, Article number 5453335, p. 748-759
Xu, Qian; Pan, Sinnojialin; Xue, Hong; Yang, Qiang Article
Preface
Proceedings - 11th IEEE International Conference on Data Mining Workshops, ICDMW 2011; Vancouver, BC; Canada; 11 December 2011 through 11 December 2011; Code 88561
Li, Bin; Zhu, Xingquan; Yang, Qiang; Bareinboim, Elias; Chen, Jianhui; Hardoon, David Roi; Lee, Honglak; Pan, Sinnojialin; Sugiyama, Masashi; Zhang, Kai Article
Radiofrequency ablation versus hepatic resection for solitary colorectal liver metastasis: a Meta-analysis
World Journal of Gastroenterology, v.17, (36), 2011, p. 4143-4148
Xu, Hao; Wang, Jiasheng; Yang, Heng; Liu, Yang; Yang, Qiang Article
Structural Regularized Support Vector Machine: A Framework for Structural Large Margin Classifier
IEEE transactions on neural networks, v. 22, (4), April 2011, Article number 5724308, p. 573-587
Xue, Hui; Chen, Songcan; Yang, Qiang Article
Trace-Oriented Feature Analysis for Large-Scale Text Data Dimension Reduction
IEEE transactions on knowledge and data engineering, v. 23, (7), July 2011, Article number 5416720, p. 1103-1117
Yan, Jun; Liu, Ning; Yan, Shuicheng; Yang, Qiang; Fan, Weiguo; Wei, Wei; Chen, Zheng Article
Transfer Learning by Reusing Structured Knowledge
The AI magazine, v. 32, (2), June 2011, Pages 95-106
Yang, Qiang; Zheng, Vincentwenchen; Li, Bin; Zhuo, Hankzhankui Article
Transferring network topological knowledge for predicting protein-protein interactions
Proteomics, v. 11, (19), October 2011, Pages 3818-3825
Xu, Qian; Xiang, Evanwei; Yang, Qiang Article
Activity recognition from trajectory data
Computing with Spatial Trajectories / Edited by Yu Zheng, Xiaofang Zhou. New York: Springer, 2011, p. 179-212
Zhu, Yin; Zheng, Vincentwenchen; Yang, Qiang Book chapter
Distributed Transfer Learning via Cooperative Matrix Factorization
Scaling Up Machine Learning: Parallel and Distributed Approaches / 1 January 2011, Pages 331-351
Xiang, Evanwei; Liu, Nathan; Yang, Qiang Book chapter
Transfer Learning, Multi-Task Learning and Cost-Sensitive Learning
Cost-Sensitive Machine Learning / Editor(s): Balaji Krishnapuram, Shipeng Yu, R. Bharat Rao. Boca Raton : CRC Press, 2011, p. 61-86
Zhang, Yu; Yang, Qiang Book chapter
A whole page click model to better interpret search engine click data
Proceedings of the AAAI Conference on Artificial Intelligence, v. 25, (1), 2011, article number 8084, p. 1140-1145
Chen, Weizhu; Ji, Zhanglong; Shen, Si; Yang, Qiang Conference paper
Active dual collaborative filtering with both item and attribute feedback
Proceedings of the AAAI Conference on Artificial Intelligence, v. 25, (1), 2011, article number 8085, p. 1186-1191
He, Luheng; Liu, Nathannan; Yang, Qiang Conference paper
Bayesian nonparametric modeling of user activities
TDMA'11 - Proceedings of the 2011 International Workshop on Trajectory Data Mining and Analysis, Co-located with UbiComp 2011; Beijing; China, 18 September 2011 through 18 September 2011; Code 86883, Pages 1-4
Zhu, Yin; Arase, Yuki; Xie, Xing; Yang, Qiang Conference paper
Characterizing Inverse Time Dependency in Multi-class Learning
Proceedings - 11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC; Canada, 11 December 2011 through 14 December 2011; Category numberP4408; Code 88560, Article number 6137308, p. 1020-1025
Chen, Danqi; Chen, Weizhu; Yang, Qiang Conference paper
Characterizing search intent diversity into click models
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad; India, 28 March - 1 April 2011, Code 95401, p. 17-26
Hu, Botao; Zhang, Yuchen; Chen, Weizhu; Wang, Gang; Yang, Qiang Conference paper
Communication infrastructures for distributed control of power distribution networks
IEEE Transactions on Industrial Informatics, v. 7, (2), May 2011, Article number 5746548, Pages 316-327
Yang, Qiang; Barria, Javier; Green, Tim Conference paper
Cross-domain action-model acquisition for planning via web search
ICAPS 2011 - Proceedings of the 21st International Conference on Automated Planning and Scheduling, Freiburg; Germany, 11 June 2011 through 16 June 2011; Code 87034, p. 298-305
Zhuo, Hankzhankui; Yang, Qiang; Pan, Rong; Li, Lei Conference paper
Distance metric learning under covariate shift
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, 16- 22 July 2011, p. 1204-1210
Cao, Bin; Ni, Xiaochuan; Sun, Jian-Tao; Wang, Gang; Yang, Qiang Conference paper
Heterogeneous Transfer Learning for Image Classification
Proceedings of the AAAI Conference on Artificial Intelligence, v. 25, (1), 2011, article number 8090, p. 1304-1309
Zhu, Yin; Chen, Yuqiang; Lu, Zhongqi; Pan, Sinnojialin; Xue, Guirong; Yu, Yong; Yang, Qiang Conference paper
Hunting or waiting? Discovering passenger-finding strategies from a large-scale real-world taxi dataset
2011 IEEE International Conference on Pervasive Computing and Communications Workshops, PERCOM Workshops 2011, Seattle, WA; United States, 21 March 2011 through 25 March 2011; Category numberCFP11344-ART; Code 84991, Article number 5766967, Pages 63-68
Li, Bin; Zhang, Daqing; Sun, Lin; Chen, Chao; Li, Shijian; Qi, Guande; Yang, Qiang Conference paper
Incorporating reviewer and product information for review rating prediction
22nd International Joint Conference on Artificial Intelligence, IJCAI 2011; Barcelona, Catalonia; Spain, 16 July 2011 through 22 July 2011; Code 97874, p. 1820-1825
Li, Fangtao; Liu, Nathannan; Jin, Hongwei; Zhao, Kai; Yang, Qiang; Zhu, Xiaoyan Conference paper
Introduction to special issue on computational sustainability
ACM Transactions on Intelligent Systems and Technology, v. 2, (4), July 2011, Article number 31
Gomes, Carla; Yang, Qiang Conference paper
Learning action models for multi-agent planning
10th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2011, Taipei; Taiwan, v. 1, May 2011 through 6 May 2011; Code 104775, Pages 201-208
Zhuo, Hankzhankui; Mu?oz-ávila, Héctor; Yang, Qiang Conference paper
On the design for AGVs: Modeling, path planning and localization
2011 IEEE International Conference on Mechatronics and Automation, ICMA 2011; Beijing; China g7 August 2011 through 10 August 2011; Category numberCFP11839-CDR; Code 87274, Article number 5985974, Pages 1515-1520
Sun, Qi; Liu, Hui; Yang, Qiang; Yan, Wenjun Conference paper
Query-Adaptive Ranking with Support Vector Machines for Protein Homology Prediction
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7th International Symposium on Bioinformatics Research and Applications, ISBRA 2011; Changsha; China, v. 6674 LNBI, 27 May 2011 through 29 May 2011; Code 84778, Pages 320-331
Fu, Yan; Pan, Rong; Yang, Qiang; Gao, Wen Conference paper
Social-behavior Transfer Learning for Recommendation Systems
Proc. of Workshop on Social Web Mining, Barcelona, Spain, 18 July 2011
Xu, Qian; Xiang, Evaneei; Yang, Qiang Conference paper
Source-selection-free transfer learning
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, 16 - 22 July 2011, p. 2355-2360
Xiang, Evan Wei; Pan, Sinno Jalin; Pan, Weike; Su, Jian; Yang, Qiang Conference paper
The Choice of Null Distributions for Detecting Gene-Gene Interactions in Genome-Wide Association Studies
BMC Bioinformatics, v. 12, (Supplement 1), February 2011, article number S26
Yang, Can; Wan, Xiang; He, Zengyou; Yang, Qiang; Xue, Hong; Yu, Weichuan Conference paper
Transfer learning by structural analogy
Proceedings of the AAAI Conference on Artificial Intelligence, v. 25, (1), 2011, article number 7907, p. 513-518
Wang, Huayan; Yang, Qiang Conference paper
Transfer learning for activity recognition via sensor mapping
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, 16 - 22 July 2011, p. 1962-1967
Hu, Derekhao; Yang, Qiang Conference paper
Transfer learning to predict missing ratings via heterogeneous user feedbacks
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, 16 - 22 July 2011, p. 2318-2323
Pan, Weike; Liu, Nathan N.; Xiang, Evan W.; Yang, Qiang Conference paper
Transferring topical knowledge from auxiliary long texts for short text clustering
20th ACM International Conference on Information and Knowledge Management, Proceedings, CIKM'11; Glasgow; United Kingdom, 24 October 2011 through 28 October 2011; Code 87555, p. 775-784
Jin, Ou; Liu, Nathannan; Zhao, Kai; Yu, Yong; Yang, Qiang Conference paper
User-click modeling for understanding and predicting search-behavior
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, USA, 2011 p. 1388-1396
Zhang, Yuchen; Chen, Weizhu; Wang, Dong; Yang, Qiang Conference paper
User-dependent aspect model for collaborative activity recognition
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, 16 - 22 July 2011, p. 2085-2090
Zheng, Vincent W.; Yang, Qiang Conference paper
Wisdom of the better few: Cold start recommendation via representative based rating elicitation
RecSys'11 - Proceedings of the 5th ACM Conference on Recommender Systems, Chicago, IL; United States, 23 October 2011 through 27 October 2011; Code 87514, p. 37-44
Liu, Nathannan; Meng, Xiangrui; Liu, Chao; Yang, Qiang Conference paper

2010 41

A Recombination Hotspot in a Schizophrenia-Associated Region of GABRB2
PLoS ONE, v. 5, (3), 8 March 2010, Article number e9547
Ng, Siu Kin; Lo, Wing Sze; Pun, Frank Wing; Zhao, Cunyou; Yu, Zhiliang; Chen, Jianhuan; Tong, Ka Lok; Xu, Zhiwen; Tsang, Shui Ying; Yang, Qiang; Yu, Weichuan; Nimgaonkar, Vishwajit Laxmikant; Stober, Gerald; Harano, Mutsuo; Xue, Hong Article
A Survey on Transfer Learning
IEEE transactions on knowledge and data engineering, v. 22, (10), 2010, OCT, Article number 5288526, Pages 1345-1359
Pan, Sinnojialin; Yang, Qiang Article
Acquiring knowledge from inconsistent data sources through weighting
Data and Knowledge Engineering, v. 69, (8), August 2010, Pages 779-799
Zhang, Shichao; Chen, Qingfeng; Yang, Qiang Article
BOOST: A Fast Approach to Detecting Gene-Gene Interactions in Genome-wide Case-Control Studies
American Journal of Human Genetics, v. 87, (3), September 2010, p. 325-340
Wan, Xiang; Yang, Can; Yang, Qiang; Xue, Hong; Fan, Xiaodan; Tang, Nelson L.S.; Yu, Weichuan Article
Bridging Domains Using World Wide Knowledge for Transfer Learning
IEEE transactions on knowledge and data engineering, v. 22, (6), 2010, JUN, Article number 5416717, Pages 770-783
Xiang, Evanwei; Cao, Bin; Hu, Derekhao; Yang, Qiang Article
Detecting Two-locus Associations Allowing for Interactions in Genome-wide Association Studies
Bioinformatics, v. 26, (20), August 2010, article number btq486, p. 2517-2525
Wan, Xiang; Yang, Can; Yang, Qiang; Xue, Hong; Tang, Nelson L.S.; Yu, Weichuan Article
Guest editor's introduction: Introduction to mobile information retrieval
IEEE Intelligent Systems, v. 25, (1), 2010, Article number 5432256, Pages 11-15
Tsai, Flora; Etoh, Minoru; Xie, Xing; Lee, Wangchien; Yang, Qiang Article
In-silico prediction of blood-secretory human proteins using a ranking algorithm
BMC bioinformatics, v. 11, 14 May 2010, Article number 250
Liu, Qi; Cui, Juan; Yang, Qiang; Xu, Ying Article
Introduction to ACM TIST
ACM Transactions on Intelligent Systems and Technology, v. 1, (1), October 2010, Article number 1858949
Yang, Qiang Article
Learning complex action models with quantifiers and logical implications
Artificial Intelligence, v. 174, (18), December 2010, Pages 1540-1569
Zhuo, Hankzhankui; Yang, Qiang; Hu, Derekhao; Li, Lei Article
Learning with Positive and Unlabeled Examples Using Topic-Sensitive PLSA
IEEE transactions on knowledge and data engineering, v. 22, (1), January 2010, Article number 4796195, Pages 46-58
Zhou, Ke; Xue, Gui-Rong; Yang, Qiang; Yu, Yong Article
Multi-task learning for cross-platform siRNA efficacy prediction: an in-silico study
BMC bioinformatics, v. 11, 10 April 2010, Article number 181
Liu, Qi; Xu, Qian; Zheng, Vincentwenchen; Xue, Hong; Cao, Zhiwei; Yang, Qiang Article
Predictive Rule Inference for Epistatic Interaction Detection in Genome-wide Association Studies
Bioinformatics, v. 26, (1), January 2010, article number btp622, p. 30-37
Wan, Xiang; Yang, Can; Yang, Qiang; Xue, Hong; Tang, Nelson L.S.; Yu, Weichuan Article
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining: Foreword
Proceedings of 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD-2010; Washington, DC; United States, 25 July 2010 through 28 July 2010; Code 81576, Pages iii-iv
Tomkins, Andrew; Yang, Qiang; Rao, R. Bharat; Krishnapuram, Balaji Article
Social Learning INTRODUCTION
IEEE intelligent systems, v. 25, (4), July 2010, p. 9-11
Yang, Qiang; Zhou, Zhihua; Mao, Wenji; Li, Wei; Liu, Nathan Nan Article
Three challenges in data mining
Frontiers of Computer Science in China, v. 4, (3), 2010, Pages 324-333
Yang, Qiang Article
Vlogging: A Survey of Videoblogging Technology on the Web
ACM computing surveys, v. 42, (4), June 2010, Article number 15
Gao, Wen; Tian, Yonghong; Huang, Tie Jun; Yang, Qiang Article
Adapting neighborhood and matrix factorization models for context aware recommendation
ACM International Conference Proceeding Series, 2010, p. 7-13
Liu, Nathan N.; Cao, Bin; Zhao, Min; Yang, Qiang Conference paper
Adaptive Transfer Learning
Proceedings of the AAAI Conference on Artificial Intelligence, v. 24, (1), 2010, article number 7682, p. 407-412
Cao, Bin; Pan, Jialin; Zhang, Yu; Yeung, Dit Yan; Yang, Qiang Conference paper
An effective approach for mining mobile user habits
19th International Conference on Information and Knowledge Management and Co-located Workshops, CIKM'10, Proceedings, Toronto, ON; Canada, 26 October 2010 through 30 October 2010; Code 82879, Pages 1677-1680
Cao, Huanhuan; Bao, Tengfei; Yang, Qiang; Chen, Enhong; Tian, Jilei Conference paper
Clickthrough log analysis by collaborative ranking
Proceedings of the AAAI Conference on Artificial Intelligence, v. 24, (1), 2010, article number 7579, p. 224-229
Cao, Bin; Shen, Dou; Wang, Kuansan; Yang, Qiang Conference paper
Collaborative filtering meets mobile recommendation: A user-centered approach
Proceedings of the AAAI Conference on Artificial Intelligence, v. 24, (1), 2010, article number 7577, p. 236-241
Zheng, Wenchen Vincent; Cao, Bin; Zheng, Yu; Xie, Xing; Yang, Qiang Conference paper
Collaborative location and activity recommendations with GPS history data
Proceedings of the 19th International Conference on World Wide Web, WWW '10, WWW2010; Raleigh, NC; United States, 26 April 2010 through 30 April 2010; Code 80975, Pages 1029-1038
Zheng, Vincentwenchen; Zheng, Yu; Xie, Xing; Yang, Qiang Conference paper
Cross Validation Framework to Choose amongst Models and Datasets for Transfer Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2010; Barcelona; Spain, v. 6323, 20 September 2010 through 24 September 2010; Code 81973, Pages 547-562
Zhong, Erheng; Fan, Wei; Yang, Qiang; Verscheure, Olivier; Ren, Jiangtao Conference paper
Cross-domain sentiment classification via spectral feature alignment
Proceedings of the 19th International Conference on World Wide Web, WWW '10, WWW2010; Raleigh, NC; United States, 26 April 2010 through 30 April 2010; Code 80975, Pages 751-760
Pan, Sinnojialin; Ni, Xiaochuan; Sun, Jiantao; Yang, Qiang; Chen, Zheng Conference paper
Generalized and Heuristic-Free Feature Construction for Improved Accuracy
Proceedings of the 10th SIAM International Conference on Data Mining, SDM, Columbus, OH, United States, 29 April - 1 May 2010, Code 97721, Pages 629-640
Fan, Wei; Zhong, Erheng; Peng, Jing; Verscheure, Olivier; Zhang, Kun; Ren, Jiangtao; Yan, Rong; Yang, Qiang Conference paper
Guest editor's introduction: Introduction to mobile information retrieval
IEEE Intelligent Systems, v. 25, (1), 2010, Article number 5432256, Pages 11-15
Tsai, Flora; Etoh, Minoru; Xie, Xing; Lee, Wangchien; Yang, Qiang Conference paper
Identifying Main Effects and Epistatic Interactions from Large-scale SNP Data via Adaptive Group Lasso
BMC Bioinformatics, v. 11, (Supplement 1), January 2010, article number S18
Yang, Can; Wan, Xiang; Yang, Qiang; Xue, Hong; Yu, Weichuan Conference paper
Indoor localization in multi-floor environments with reduced effort
2010 8th IEEE International Conference on Pervasive Computing and Communications, PerCom 2010, Mannheim; Germany, 29 March 2010 through 2 April 2010; Category number10EX4074; Code 80732, Article number 5466971, Pages 244-252
Wang, Huayan; Zheng, Vincentwenchen; Zhao, Junhui; Yang, Qiang Conference paper
Mapping multicast service-oriented virtual networks with delay and delay variation constraints
53rd IEEE Global Communications Conference, Miami, FL, United States, 6 - 10 December 2010, Article number 5684155
Zhang, Min; Wu, Chunming; Jiang, Ming; Yang, Qiang Conference paper
Multitask learning for protein subcellular localization prediction
The Eighth Asia Pacific Bioinformatics Conference, Bangalore, India, 18-21 January 2010, 85
Xu, Qian; Pan, Jialin; Xue, Hong; Yang, Qiang Conference paper
Online evolutionary collaborative filtering
RecSys'10 - Proceedings of the 4th ACM Conference on Recommender Systems, Barcelona; Spain, 26 September 2010 through 30 September 2010; Code 82643, Pages 95-102
Liu, Nathannan; Zhao, Min; Xiang, Evanwei; Yang, Qiang Conference paper
Predicting chemical activities from structures by attributed molecular graph classification
2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2010, Montreal, QC; Canada, 2 May 2010 through 5 May 2010; Category number10EX4336; Code 81377, Article number 5510690, Pages 95-102
Xue, Qian; Hu, Derekhao; Xue, Hong; Yang, Qiang Conference paper
Predictive modeling with heterogeneous sources
Proceedings of the 10th SIAM International Conference on Data Mining, SDM 2010, Columbus, OH; United States, 29 April 2010 through 1 May 2010; Code 97721, Pages 814-825
Shi, Xiaoxiao; Liu, Qi; Fan, Wei; Yang, Qiang; Yu, Philip Conference paper
Protein-protein interaction prediction via collective matrix factorization
Proceedings - 2010 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2010, Hong Kong; China, 18 December 2010 through 21 December 2010; Category numberCFP10BIB-ART; Code 84065, Article number 5706537, Pages 62-67
Xu, Qian; Xiang, Evanwei; Yang, Qiang Conference paper
Relational network-service clustering analysis with set evidences
Proceedings of the ACM Conference on Computer and Communications Security, 3rd ACM Workshop on Artificial Intelligence and Security, AISec '10, Co-located with CCS'10; Chicago, IL; United States, 4 January 2010 through 8 October 2010; Code 82892, Pages 35-44
Pu, Li; Faltings, Boi V.; Yang, Qiang; Hu, Derekhao Conference paper
Transfer learning for collective link prediction in multiple heterogenous domains
Proceedings of the 27th International Conference on Machine Learning, ICML 2010, 2010, p. 159-166
Cao, Bin; Liu, Nan Nathan; Yang, Qiang Conference paper
Transfer learning in collaborative filtering for sparsity reduction
Proceedings of the AAAI Conference on Artificial Intelligence, v. 24, (1), 2010, article number 7578, p. 230-235
Pan, Weike; Xiang, Wei Evan; Liu, Nathannan; Yang, Qiang Conference paper
Unifying explicit and implicit feedback for collaborative filtering
19th International Conference on Information and Knowledge Management and Co-located Workshops, CIKM'10; Toronto, ON; Canada, 26 October 2010 through 30 October 2010; Code 82879, Pages 1445-1448
Liu, Nathannan; Xiang, Evanwei; Zhao, Min; Yang, Qiang Conference paper
Using spectral components for predicting treatment effects on time series microarray gene expression profiles
iCBBE 2010, Chengdu, China, 18-20 June 2010, Full paper ID: 40446
Xu, Qian; Xue, Hong; Yang, Qiang Conference paper
Visual contextual advertising: Bringing textual advertisements to images
Proceedings of the AAAI Conference on Artificial Intelligence, v. 24, (1), 2010, article number 7510, p. 1314-1320
Chen, Yuqiang; Jin, Ou; Xue, Guirong; Chen, Jia; Yang, Qiang Conference paper

2009 41

Discriminatively regularized least-squares classification
Pattern recognition, v. 42, (1), 2009, JAN, p. 93-104
Xue, Hui; Chen, Songcan; Yang, Qiang Article
Get more Clicks!
Information Retrieval and Advertising (IRA-2009), v. 7, 2009
Hu, Derek Hao; Xiang, Evan Wei; Yang, Qiang Article
MegaSNPhunter: a Learning Approach to Detect Disease Predisposition SNPs and High Level Interactions in Genome Wide Association Study
BMC Bioinformatics, v. 10, January 2009, article number 13
Wan, Xiang; Yang, Can; Yang, Qiang; Xue, Hong; Tang, Nelson L.S.; Yu, Weichuan Article
Post-processing data mining models for actionability
Data Mining for Business Applications, 2009, Pages 11-30
Yang, Qiang Article
Semantic Sensor Net: An Extensible Framework
International Journal of Ad Hoc and Ubiquitous Computing, v. 4, (3-4), 2009, p. 157-167
Ni, Lionel Ming-Shuan; Zhu, Yanmin; Ma, Jian; Luo, Qiong; Liu, Yunhao; Cheung, Shing Chi; Yang, Qiang; Li, Minglu; Wu, Min-you Article
Semi-supervised protein subcellular localization
BMC bioinformatics, v. 10, (Suppl. 1), 30 January 2009, Article number S47
Xu, Qian; Hu, Derekhao; Xue, Hong; Yu, Weichuan; Yang, Qiang Article
SNPharvester: a Filtering-based Approach for Detecting Epistatic Interactions in Genome-wide Association Studies
Bioinformatics, v. 25, (4), February 2009, p. 504-511
Yang, Can; He, Zengyou; Wan, Xiang; Yang, Qiang; Xue, Hong; Yu, Weichuan Article
User Language Model for Collaborative Personalized Search
ACM transactions on information systems, v. 27, (2), 2009
Xue, Gui-Rong; Han, Jie; Yu, Yong; Yang, Qiang Article
Advanced Data Mining and Applications: 5th International Conference, ADMA 2009, Beijing, China, August 17-19, 2009: Proceedings
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 5th International Conference on Advanced Data Mining and Applications, ADMA 2009; Beijing; China / v. 5678 LNAI (2009) p. V-VI
Yang, Qiang; Huang, Ronghuai; Pei, Jian; Gama, Jo?o M.P.; Meng, Xiaofeng; Li, Xue Book
A communication system architecture for regional control of power distribution networks
2009 7th IEEE International Conference on Industrial Informatics, INDIN 2009; Cardiff; United Kingdom, 23 June 2009 through 26 June 2009; Category numberCFP09INI-PRT; Code 78352, Article number 5195833, Pages 372-377
Yang, Qiang; Barria, Javier; Aramburo, C.A.H. Conference paper
Abnormal Activity Recognition Based on HDP-HMM Models
21ST INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-09), PROCEEDINGS, 2009, p. 1715-1720
Hu, Hao; Zhang, Xianxing; Yin, Jie; Zheng, Wenchen; Yang, Qiang Conference paper
Activity Recognition with Multiple Goals: Some Current Problems and Proposed Solutions
Hong Kong PG Student Symposium:HK Student Research and Career Day, 2009
Hu, Derekhao; Yang, Qiang Conference paper
Activity Recognition: Linking Low-level Sensors to High-level Intelligence
21ST INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-09), PROCEEDINGS, 2009, p. 20-25
Yang, Qiang Conference paper
Can movies and books collaborate? Cross-domain collaborative filtering for sparsity reduction
21st International Joint Conference on Artificial Intelligence, Pasadena, United States, 11-17 Jul 2009, 2009, p. 2052-2057
Li, Bin; Yang, Qiang; Xue, Xiangyang Conference paper
Constraint-based case-based planning using weighted MAX-SAT
Lecture Notes in Computer Science, v. 5650, 2009, p. 374-388
Zhuo, H.; Yang, Q.; Li, L. Conference paper
Context-aware online commercial intention detection
Lecture Notes in Computer Science, v. 5828, 2009, p. 135-149
Hu, D.H.; Shen, D.; Sun, J.T.; Yang, Q.; Chen, Z. Conference paper
Context-aware query classification
Proceedings - 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA; United States, 19 July 2009 through 23 July 2009; Code 78660, Pages 3-10
Cao, Huanhuan; Hu, Derekhao; Shen, Dou; Jiang, Daxin; Sun, Jiantao; Chen, Enhong; Yang, Qiang Conference paper
Cross-domain activity recognition
ACM International Conference Proceeding Series, 2009, p. 61-70
Zheng, Wenchen; Hu, Hao; Yang, Qiang Conference paper
Domain Adaptation via Transfer Component Analysis
21st International Joint Conference on Artificial Intelligence, IJCAI-09; Pasadena, CA; United States, 11 July 2009 through 17 July 2009; Code 83585, Pages 1187-1192
Pan, Sinnojialin; Tsang, Ivor W.; Kwok, James Tin Yau; Yang, Qiang Conference paper
EigenTransfer: a unified framework for transfer learning
ACM International Conference Proceeding Series, v. 382, 2009, article number 25, p. 193-200
Dai, Wenyuan; Jin, Ou; Xue, Guirong; Yang, Qiang; Yu, Yong Conference paper
Exploiting term relationship to boost text classification
International Conference on Information and Knowledge Management, Proceedings, 2009, p. 1637-1640
Shen, D.; Wu, J.; Cao, B.; Sun, J.T.; Yang, Q.; Chen, Z.; Li, Y. Conference paper
Heterogeneous Transfer Learning for Image Clustering via the Social Web
ACL-IJCNLP 2009 - Joint Conference of the 47th Annual Meeting of the Association for Computational Linguistics and 4th International Joint Conference on Natural Language Processing of the AFNLP, ACL-IJCNLP 2009; Suntec; Singapore, 2 August 2009 through 7 August 2009; Code 89383, p. 1-9
Yang, Qiang; Chen, Yuqiang; Xue, Guirong; Dai, Wenyuan; Yu, Yong Conference paper
Heterogeneous Transfer Learning with Real-world Applications
47th Annual Meeting of the Association for Computational Linguistics, Suntec Singapore International Convention & Exhibition Centre, Singapore, 2-7 Aug 2009
Yang, Qiang Conference paper
HIPS: A Calibration-less Hybrid Indoor Positioning System Using Heterogeneous Sensors
7th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2009; Galveston, TX; United States, 9 March 2009 through 13 March 2009; Category number09EX2610; Code 77122, Article number 4912832
Zheng, Vincentwenchen; Zhao, Junhui; Wang, Yongcai; Yang, Qiang Conference paper
ICT systems for managing medium voltage active distribution grids
35th Annual Conference of the IEEE Industrial Electronics Society, IECON 2009; Porto; Portugal, 3 November 2009 through 5 November 2009; Category numberCFP09IEC; Code 79912, Article number 5415156, Pages 3581-3586
Yang, Qiang; Barria, Javier Conference paper
Identifying vertical search intention of query through social tagging propagation
18th International World Wide Web Conference, WWW 2009; Madrid; Spain, 20 April 2009 through 24 April 2009; Code 92369
Liu, Ning; Yan, Jun; Fan, Weiguo; Yang, Qiang; Chen, Zheng Conference paper
Joint learning user's activities and profiles from GPS data
GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems, 2009, p. 17-20
Zheng, V.W.; Zheng, Y.; Yang, Q. Conference paper
Knowledge Base assisted Text Categorization
ACM-HK Student Research and Career Day, 2009
Xiang, Evanwei; Yang, Qiang Conference paper
Knowledge transfer among heterogeneous information networks
2009 IEEE International Conference on Data Mining Workshops, ICDMW 2009; Miami, FL; United States, 6 December 2009 through 6 December 2009; Category numberE3902; Code 79886, Article number 5360443, Pages 429-434
Xiang, Evanwei; Liu, Nathannan; Pan, Sinnojialin; Yang, Qiang Conference paper
Learning applicability conditions in AI planning from partial observations
Workshop on Learning Structural Knowledge From Observations at IJCAI 9, 2009
Zhuo, Hankzhankui; Hu, Derekhao; Yang, Qiang; Mu?oz-ávila, Héctor; Hogg, Chad Conference paper
Learning HTN Method Preconditions and Action Models from Partial Observations
21st International Joint Conference on Artificial Intelligence, Pasadena, CA, United States, 11-17 July 2009, 2009, p. 1804-1809
Zhuo, Hankz Hankui; Hu, Derek Hao; Hogg, Chad; Yang, Qiang; Mu?oz-ávila, Héctor Conference paper
LoSeCo: Location-based search computing for pervasive device augmentation
7th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2009, 2009
Chenf, Y.; Sun, Z.; Qi, J.; Hu, D.H.; Yang, Q. Conference paper
PQC: Personalized query classification
International Conference on Information and Knowledge Management, Proceedings, 2009, p. 1217-1225
Cao, B.; Sun, J.T.; Xiang, E.W.; Hu, D.H.; Yang, Q.; Chen, Z. Conference paper
Probabilistic latent preference analysis for collaborative filtering
International Conference on Information and Knowledge Management, Proceedings, 2009, p. 759-766
Liu, N.N.; Zhao, M.; Yang, Q. Conference paper
Relaxed transfer of different classes via spectral partition
Machine Learning and Knowledge Discovery in Databases: Lecture Notes in Computer Science, v. 5782, (PART 2), 2009, p. 366-381
Shi, X.; Fan, W.; Yang, Q.; Ren, J. Conference paper
Spatio-Temporal Event Detection Using Dynamic Conditional Random Fields
21st International Joint Conference on Artificial Intelligence, Pasadena, United States, 11-17 Jul 2009, 2009, p. 1321-1326
Yin, Jie; Hu, Hao; Yang, Qiang Conference paper
Synthesizing novel dimension reduction algorithms in matrix trace oriented optimization framework
Proceedings - IEEE International Conference on Data Mining, ICDM, 2009, p. 598-606
Yan, J.; Liu, N.; Yan, S.; Yang, Q.; Chen, Z. Conference paper
Transfer learning action models by measuring the similarity of different domains
Advances in Knowledge Discovery and Data Mining: Lecture Notes in Computer Science, v. 5476, 2009, p. 697-704
Zhuo, H.; Yang, Q.; Lei, L. Conference paper
Transfer learning beyond text classification
Lecture Notes in Computer Science, v. 5828, 2009, p. 10-22
Yang, Q. Conference paper
Transfer learning for collaborative filtering via a rating-matrix generative model
Proceedings of the 26th International Conference On Machine Learning, ICML 2009, 2009, p. 617-624
Li, Bin; Yang, Qiang; Xue, Xiangyang Conference paper
Transfer Learning for Collaborative Filtering via a Rating-Matrix Generative model
ACM International Conference Proceeding Series, v. 382, 2009, article number 77, p. 617-624
Li, Bin; Yang, Qiang; Xue, Xiangyang Conference paper

2008 38

Activity recognition via user-trace segmentation
ACM transactions on sensor networks, v. 4, (4), 1 August 2008, Article number 19
Yin, Jie; Yang, Qiang; Shen, Dou; Li, Zenian Article
Estimating location using Wi-Fi
IEEE Intelligent Systems, v. 23, (1), January 2008, Pages: 8-13
Yang, Qiang; Pan, Sinnojialin; Zheng, Vincentwenchen; Takahashi, Toshihiro; Idé, Tsuyoshi; Takahashi, Rikiya; Tajima, Akira; Katori, Yuichi; Qu, Yang; Li, Chun; Wang, Xizhao; Guo, Feng; Gao, Xianghui; Sun, Zhuo; Qi, Juan; Liu, Junfa; Chen, Yiqiang Article
Learning Adaptive Temporal Radio Maps for Signal-Strength-Based Location Estimation
IEEE Transactions on Mobile Computing, 7, (7), July 2008, article number 4359003, p. 869-883
Yin, Jie; Yang, Qiang; Ni, Lionel Ming-Shuan Article
Sensor-based abnormal human-activity detection
IEEE transactions on knowledge and data engineering, v. 20, (8), August 2008, Article number 4358934, Pages 1082-1090
Yin, Jie; Yang, Qiang; Pan, JeffreyJunfeng Article
Top 10 algorithms in data mining
Knowledge and information systems, v. 14, (1), January 2008, Pages 1-37
Wu, Xindong; Kumar, Vipin P.; Ross, Quinlan J.; Ghosh, Joydeep Deep; Yang, Qiang; Motoda, Hiroshi; McLachlan, Geoffrey John; Ng, Angus; Liu, Bing; Yu, Philip; Zhou, Zhihua; Steinbach, Michael S.; Hand, David J.; Steinberg, Dan H. Article
Two-dimensional Laplacianfaces method for face recognition
Pattern recognition, v. 41, (10), October 2008, Pages 3237-3243
Niu, Ben; Yang, Qiang; Shiu, Simon; Pal, Sankar Kumar Article
Adaptive p-posterior mixture-model kernels for multiple instance learning
Proceedings of the 25th International Conference on Machine Learning, ICML'08, 2008, p. 1136-1143
Wang, Huayan; Yang, Qiang; Zha, Hong Bin Conference paper
An algorithm for analyzing personalized online commercial intention
Proceedings of the 2nd International Workshop on Data Mining and Audience Intelligence for Advertising, ADKDD'08, Las Vegas, NV; United States, 24 August 2008 through 24 August 2008; Code 76901, Pages 27-36
Hu, Derekhao; Yang, Qiang; Li, Ying Conference paper
An introduction to transfer learning
Advanced Data Mining and Applications, 4th International Conference, ADMA 2008, Chengdu, China, v. 5139, October 8-10, 2008, p. 1
Yang, Qiang Conference paper
Can Chinese web pages be classified with english data
Proceeding of the 17th International Conference on World Wide Web 2008, WWW'08, Beijing; China, 21 April 2008 through 25 April 2008; Code 74418, Pages 969-978
Ling, Xiao; Xue, Guirong; Dai, Wenyuan; Jiang, Yun; Yang, Qiang; Yu, Yong Conference paper
CIGAR: Concurrent and interleaving goal and activity recognition
Proceedings of the Twenty-third AAAI Conference on Artificial Intelligence and the Twentieth Innovative Applications of Artificial Intelligence Conference, v. 3 / edited by Anthony Cohn. Palo Alto, California : AAAI Press, 2008, p. 1363-1368
Hu, Hao Derek; Yang, Qiang Conference paper
Constraint projections for ensemble learning
23rd AAAI Conference on Artificial Intelligence and the 20th Innovative Applications of Artificial Intelligence Conference, AAAI-08/IAAI-08; Chicago, IL; United States, v. 2, 13 July 2008 through 17 July 2008; Code 74777, Pages 758-763
Zhang, Daoqiang; Chen, Songcan; Zhou, Zhihua; Yang, Qiang Conference paper
Deep classification in large-scale text hierarchies
ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings, ACM SIGIR 2008; Singapore; Singapore, 20 July 2008 through 24 July 2008; Code 74470, Pages 619-626
Xue, Guirong; Xing, Dikan; Yang, Qiang; Yu, Yong Conference paper
Deep classifier: Automatically categorizing search results into large-scale hierarchies
WSDM'08 - Proceedings of the 2008 International Conference on Web Search and Data Mining, WSDM 2008; Palo Alto, CA; United States, 11 February 2008 through 12 February 2008; Code 71934, Pages 139-148
Xing, Dikan; Xue, Guirong; Yang, Qiang; Yu, Yong Conference paper
Digital wall: A power-efficient solution for location-based data sharing
6th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2008, Hong Kong, 17 March 2008 through 21 March 2008; Category numberE3113; Code 72902, Article number 4517470, Pages 645-650
Pan, JeffreyJunfeng; Pan, Sinnojialin; Zheng, Vincentwenchen; Yang, Qiang Conference paper
Dirichlet component analysis: Feature extraction for compositional data
Proceedings of the 25th International Conference on Machine Learning, ICML'08, 2008, p. 1128-1135
Wang, Hua-Yan; Yang, Qiang; Qin, Hong; Zha, Hongbin Conference paper
EigenRank: A ranking-oriented approach to collaborative filtering
ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings, Singapore, 20 July 2008 through 24 July 2008; Code 74470, Pages 83-90
Liu, Nathannan; Yang, Qiang Conference paper
Enhancing text clustering by leveraging wikipedia semantics
ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings, Singapore, 20 July 2008 through 24 July 2008; Code 74470, Pages 179-186
Hu, Jian; Fang, Lujun; Cao, Yang; Zeng, Huajun; Li, Hua; Yang, Qiang; Chen, Zheng Conference paper
Evaluation of a Variable Rate Irrigating Hill-Seeder
American Society of Agricultural and Biological Engineers Annual International Meeting, ASABE 2008, Providence, RI, United States, v. 2, 29 June 2008 through 2 July 2008; Code 75691, Pages 945-951
Yang, Qiang; Yang, Shuming; Yang, Chenghai Conference paper
Learning action models with quantified conditional effects for software requirement specification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 4th International Conference on Intelligent Computing, ICIC 2008; Shanghai; China, v. 5226 LNCS, 15 September 2008 through 18 September 2008; Code 74268, Pages 874-881
Zhuo, Hankui; Li, Lei; Yang, Qiang; Bian, Rui Conference paper
Learning and Acting Through Sensors
2008 3rd International Conference on Intelligent System and Knowledge Engineering, Vols 1 and 2, 2008, p. 8
Yang, Qiang Conference paper
Learning bidirectional similarity for collaborative filtering
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2008; Antwerp; Belgium, v. 5211, (PART 1), 15 September 2008 through 19 September 2008; Code 73966, Pages 178-194
Cao, Bin; Sun, Jiantao; Wu, Jianmin; Yang, Qiang; Chen, Zheng Conference paper
Mining translations of web queries from web click-through data
Proceedings of the Twenty-third AAAI Conference on Artificial Intelligence and the Twentieth Innovative Applications of Artificial Intelligence Conference, v. 2 / edited by Anthony Cohn. Palo Alto, California : AAAI Press, 2008, p. 1144-1149
Hu, Rong; Chen, Weizhu; Hu, Jian; Lu, Yansheng; Chen, Zheng; Yang, Qiang Conference paper
One-class collaborative filtering
Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008; Pisa; Italy, 15 December 2008 through 19 December 2008; Category numberP3502; Code 76181, Article number 4781145, Pages 502-511
Pan, Rong; Zhou, Yunhong; Cao, Bin; Liu, Nathannan; Lukose, Rajan M.; Scholz, Martin; Yang, Qiang Conference paper
Real world activity recognition with multiple goals
UbiComp 2008 - Proceedings of the 10th International Conference on Ubiquitous Computing, UbiComp 2008; Seoul; South Korea, 21 September 2008 through 24 September 2008; Code 75235, Pages 30-39
Hao Hu, Derek; Pan, Sinnojialin; Zheng, Vincentwenchen; Liu, Nathannan; Yang, Qiang Conference paper
Self-Taught Clustering
Proceedings of the 25th International Conference on Machine Learning, ICML'08, 2008, p. 200-207
Dai, Wenyuan; Yang, Qiang; Xue, Guirong; Yu, Yong Conference paper
Spectral Domain-Transfer Learning
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2008; Las Vegas, NV; United States, 24 August 2008 through 27 August 2008; Code 77094, p. 488-496
Ling, Xiao; Dai, Wenyuan; Xue, Guirong; Yang, Qiang; Yu, Yong Conference paper
Structural support vector machine
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5th International Symposium on Neural Networks, ISNN 2008; Beijing; China, v. 5263 LNCS, (PART 1), 24 September 2008 through 28 September 2008; Code 73797, Pages 501-511
Xue, Hui; Chen, Songcan; Yang, Qiang Conference paper
TOFA: Trace oriented feature analysis in text categorization
Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008; Pisa; Italy, 15 December 2008 through 19 December 2008; Category numberP3502; Code 76181, Article number 4781162, Pages 668-677
Yan, Jun; Liu, Ning; Yang, Qiang; Fan, Weiguo; Chen, Zheng Conference paper
Topic-Bridged PLSA for Cross-Domain Text Classification
ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings, 2008, p. 627-634
Xue, G.R.; Dai, Wenyuan; Yang, Qiang; Yu, Y. Conference paper
Transfer learning for WiFi-based indoor localization
AAAI Workshop - Technical Report, v. 0, 2008, p. 43-48
Pan, Jialin; Zheng, Wenchen; Yang, Qiang; Hu, Hao Conference paper
Transfer learning via dimensionality reduction
Proceedings of the National Conference on Artificial Intelligence, v. 2, 2008, p. 677-682
Pan, Sinnojialin; Kwok, James Tin Yau; Yang, Qiang Conference paper
Transferring knowledge from another domain for learning action models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2008; Hanoi; Viet Nam, v. 5351, 15 December 2008 through 19 December 2008; Code 75109, Pages 1110-1115
Zhuo, Hankui; Yang, Qiang; Hu, Derekhao; Li, Lei Conference paper
Transferring localization models across space
23rd AAAI Conference on Artificial Intelligence and the 20th Innovative Applications of Artificial Intelligence Conference, AAAI-08/IAAI-08; Chicago, IL; United States, v. 3, 13 July 2008 through 17 July 2008; Code 74777, Pages 1383-1388
Pan, Sinnojialin; Shen, Dou; Yang, Qiang; Kwok, James Tin Yau Conference paper
Transferring localization models over time
Proceedings of the National Conference on Artificial Intelligence, v. 3, 2008, p. 1421-1426
Zheng, V.W.; Xiang, E.W.; Yang, Q.; Shen, D. Conference paper
Transferring multi-device localization models using latent multi-task learning
Proceedings of the National Conference on Artificial Intelligence, v. 3, 2008, p. 1427-1432
Zheng, V.W.; Pan, S.J.; Yang, Q.; Pan, J.J. Conference paper
Translated Learning: Transfer Learning across Different Feature Spaces
Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, NIPS 2008; Vancouver, BC; Canada, 8 December 2008 through 11 December 2008; Code 89076, p. 353-360
Dai, Wenyuan; Chen, Yuqiang; Xue, Guirong; Yang, Qiang; Yu, Yong Conference paper
Web query translation via web log mining
ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings; Singapore, 20 July 2008 through 24 July 2008; Code 74470, Pages 749-750
Hu, Rong; Chen, Weizhu; Bai, Peng; Lu, Yansheng; Chen, Zheng; Yang, Qiang Conference paper

2007 32

A cognitive approach for agent-based personalized recommendation
Knowledge-based systems, v. 20, (4), 2007, MAY, p. 397-405
Miao, Chunyan; Yang, Qiang; Fang, Haijing; Goh, Angela Article
ARMS: an automatic knowledge engineering tool for learning action models for Al planning
Knowledge engineering review, v. 22, (2), June 2007, Pages 135-152
Wu, Kangheng; Yang, Qiang; Jiang, Yunfei Article
Cost-sensitive-data preprocessing for mining customer relationship management databases
IEEE intelligent systems, v. 22, (1), 2007, JAN-FEB, p. 46-51
Pan, Junfeng; Yang, Qiang; Yang, Yiming; Li, Lei; Li, Frances Tianyi; Li, George Wenmin Article
Domain-driven, actionable knowledge discovery
IEEE Intelligent Systems, v. 22, (4), July 2007, Pages 78-88
Cao, Longbing; Zhang, Chengqi; Yang, Qiang; Bell, David A.; Vlachos, Michail P.; Yu, Philip; Taneri, Bahar; Keogh, Eamonn J.; Zhong, Ning; Ashrafi, Mafruz Zaman; Taniar, David; Dubossarsky, Eugene; Graco, Warwick Article
Extracting actionable knowledge from decision trees
IEEE transactions on knowledge and data engineering, v. 19, (1), January 2007, Pages 43-55
Yang, Qiang; Yin, Jie; Ling, Charles; Pan, Rong Article
Graph embedding and extensions: A general framework for dimensionality reduction
IEEE transactions on pattern analysis and machine intelligence, v. 29, (1), 2007, JAN, p. 40-51
Yan, Shuicheng; Xu, Dong; Zhang, Benyu; Zhang, Hong-Jiang; Yang, Qiang; Lin, Stephen Article
Learning action models from plan examples using weighted MAX-SAT
Artificial intelligence, v. 171, (2-3), February 2007, Pages 107-143
Yang, Qiang; Wu, Kangheng; Jiang, Yunfei Article
Learning Actions from Data Mining Models
IEEE Intelligent Systems, v.22, (4), 2007, July-Aug, p. 79-81
Yang, Qiang Article
Learning recursive HTN-method structures for planning
Proceedings of the ICAPS-07 Workshop on AI Planning and Learning, 2007
Yang, Qiang; Pan, Rong; Pan, Sinno Jialin Article
Mining competent case bases for case-based reasoning
Artificial intelligence, v. 171, (16-17), November 2007, Pages 1039-1068
Pan, Rong; Yang, Qiang; Pan, Sinnojialin Article
Multilinear Discriminant Analysis for Face Recognition
IEEE Transactions on Image Processing, v. 16, (1), January 2007, p. 212-220
Yan, Shuicheng; Xu, Dong; Yang, Qiang; Zhang, Lei; Tang, Xiaoou; Zhang, Hong-Jiang Article
Noise reduction through summarization for web-page classification
Information processing & management, v. 43, (6), November 2007, Pages 1735-1747
Shen, Dou; Yang, Qiang; Chen, Zheng Article
Pattern Detection and Co-methylation Analysis of Epigenetic Features in Human Embryonic Stem Cells
International Conference on BioInformatics 2007, 2007
Niu, Ben; Yang, Qiang; Li, Jinyan; Xue, Hong; Shiu, Simon; Liu, Huiqing; Pal, Sankar Kumar Article
Reducing the calibration effort for probabilistic indoor location estimation
IEEE transactions on mobile computing, v. 6, (6), 2007, JUN, p. 649-662
Chai, Xiaoyong; Yang, Qiang Article
Strong compound-risk factors: Efficient discovery through emerging patterns and contrast sets
IEEE transactions on information technology in biomedicine, v. 11, (5), September 2007, Pages 544-552
Li, Jinyan; Yang, Qiang Article
时间序列分类问题的算法比较
计算机学报=Chinese Journal of Computers, v. 2007, (08), 2007, p. 1259-1266
楊一鳴; 潘嶸; 潘嘉林; 楊強; 李磊 Article
Adaptive localization in a dynamic WiFi environment through multi-view learning
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence and the Nineteenth Innovative Applications of Artificial Intelligence Conference, v. 2 / edited by Hunter A. Palo Alto, California : AAAI Press, 2007, p. 1108-1113
Pan, Jialin Sinno; Kwok, James Tin Yau; Yang, Qiang; Pan, Junfeng Jeffrey Conference paper
Boosting for transfer learning
ACM International Conference Proceeding Series, v. 227, 2007, p. 193-200
Dai, Wenyuan; Yang, Qiang; Xue, Guirong; Yu, Yong Conference paper
Co-clustering based classification for out-of-domain documents
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 12 August 2007 through 15 August 2007; Code 70699, Pages 210-219
Dai, Wenyuan; Xue, Guirong; Yang, Qiang; Yu, Yong Conference paper
Co-Localization from Labeled and Unlabeled Data Using Graph Laplacian
IJCAI International Joint Conference on Artificial Intelligence, 2007, p. 2166-2171
Pan, Jeffrey Junfeng; Yang, Qiang Conference paper
Detect and Track Latent Factors with Online Nonnegative Matrix Factorization
20th International Joint Conference on Artificial Intelligence, IJCAI 2007; Hyderabad; India, 6 January 2007 through 12 January 2007; Code 97873, Pages 2689-2694
Cao, Bin; Shen, Dou; Sun, Jiantao; Wang, Xuanhui; Yang, Qiang; Chen, Zheng Conference paper
Discovering patterns of DNA methylation: Rule mining with rough sets and decision trees, and comethylation analysis
Lecture Notes in Computer Science, v. 4815, 2007, p. 389-397
Ben, Niu; Yang, Qiang; Li, Jinyan; Shin, Chi-keung; Pal, Sankar Conference paper
Document Summarization using Conditional Random Fields
20TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-07), PROCEEDINGS, 2007, p. 2862-2867
Shen, Dou; Sun, Jian-Tao; Li, Hua; Yang, Qiang; Chen, Zheng Conference paper
Document transformation for multi-label feature selection in text categorization
Proceedings - IEEE International Conference on Data Mining, ICDM, 28 October 2007 through 31 October 2007; Category numberP3018; Code 73039, Article number 4470272, Pages 451-456
Chen, Weizhu; Yan, Jun; Zhang, Benyu; Chen, Zheng; Yang, Qiang Conference paper
Domain-constrained semi-supervised mining of tracking models in sensor networks
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007, p. 1023-1027
Pan, R.; Zhao, J.; Zheng, V.W.; Pan, J.J.; Shen, D.; Pan, S.J.; Yang, Qiang Conference paper
Exploring in the weblog space by detecting informative and affective articles
16th International World Wide Web Conference, WWW2007, Banff, AB; Canada, 8 May 2007 through 12 May 2007; Code 70416, Pages 281-290
Ni, Xiaochuan; Xue, Guirong; Ling, Xiao; Yu, Yong; Yang, Qiang Conference paper
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ACM International Conference Proceeding Series, v. 227, 2007, p. 121-128
Cao, Bin; Shen, Dou; Sun, Jiantao; Yang, Qiang; Chen, Zheng Conference paper
Guaranteeing enterprise VoIP QoS with novel approach to diffserv AF configuration
2007 IEEE International Conference on Communications, ICC'07; Glasgow, Scotland; United Kingdom, 24 June 2007 through 28 June 2007; Category number07CH37798C; Code 71262, Article number 4288781, Pages 640-645
Yang, Qiang; Pitts, Jonathan M. Conference paper
Mining web query hierarchies from clickthrough data
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence and the Nineteenth Innovative Applications of Artificial Intelligence Conference, v. 1 / edited by Hunter A. Palo Alto, California : AAAI Press, 2007, p. 341-346
Shen, Dou; Qin, Min; Chen, Weizhu; Yang, Qiang; Chen, Zheng Conference paper
Online co-localization in indoor wireless networks by dimension reduction
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence and the Nineteenth Innovative Applications of Artificial Intelligence Conference, v. 2 / edited by Hunter A. Palo Alto, California : AAAI Press, 2007, p. 1102-1107
Pan, Junfeng Jeffrey; Yang, Qiang; Pan, Jialin Sinno Conference paper
Semi-supervised learning with very few labeled training examples
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence and the Nineteenth Innovative Applications of Artificial Intelligence Conference, v. 1 / edited by Hunter A. Palo Alto, California : AAAI Press, 2007, p. 675-680
Zhou, Zhihua; Zhan, Dechuan; Yang, Qiang Conference paper
Transferring Naive Bayes classifiers for text classification
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence and the Nineteenth Innovative Applications of Artificial Intelligence Conference, v. 1 / edited by Hunter A. Palo Alto, California : AAAI Press, 2007, p. 540-545
Dai, Wenyuan; Xue, Guirong; Yang, Qiang; Yu, Yong Conference paper

2006 22

10 Challenging problems in data mining research
International journal of information technology & decision making, v. 5, (4), 2006, DEC, Pages 597-604
Yang, Qiang; Wu, Xindong Article
A scalable supervised algorithm for dimensionality reduction on streaming data
Information sciences, v. 176, (14), 22 July 2006, Pages 2042-2065
Yan, Jun; Zhang, Benyu; Yan, Shuicheng; Liu, Ning; Yang, Qiang; Cheng, Qiansheng; Li, Hua; Chen, Zheng; Ma, Weiying Article
Discovering classification from data of multiple sources
Data mining and knowledge discovery, v. 12, (2-3), May 2006, Pages 181-201
Ling, Charles; Yang, Qiang Article
Effective and efficient dimensionality reduction for large-scale and streaming data preprocessing
IEEE transactions on knowledge and data engineering, v. 18, (3), March 2006, Pages 320-332
Yan, Jun; Zhang, Benyu; Liu, Ning; Yan, Shuicheng; Cheng, Qiansheng; Fan, Weiguo; Yang, Qiang; Xi, Wensi; Chen, Zheng Article
Learning contextual dependency network models for link-based classification
IEEE transactions on knowledge and data engineering, v. 18, (11), 2006, NOV, p. 1482-1496
Tian, Yonghong; Yang, Qiang; Huang, Tiejun; Ling, Charles; Gao, Wen Article
Mining adaptive ratio rules from distributed data sources
Data mining and knowledge discovery, v. 12, (2-3), May 2006, Pages 249-273
Yan, Jun; Liu, Ning; Yang, Qiang; Zhang, Benyu; Cheng, Qiansheng; Chen, Zheng Article
Multidimensional vector regression for accurate and low-cost location estimation in pervasive computing
IEEE transactions on knowledge and data engineering, v. 18, (9), September 2006, Article number 1661510, Pages 1181-1193
Pan, JeffreyJunfeng; Kwok, James Tin Yau; Yang, Qiang; Chen, Yiqiang Article
Power-efficient access-point selection for indoor location estimation
IEEE transactions on knowledge and data engineering, v. 18, (7), July 2006, Article number 1637415, Pages 877-888
Chen, Yiqiang; Yang, Qiang; Yin, Jie; Chai, Xiaoyong Article
Query enrichment for Web-query classification
ACM transactions on information systems, v. 24, (3), 2006, JUL, Pages 320-352
Shen, Dou; Pan, Rong; Sun, Jiantao; Pan, JeffreyJunfeng; Wu, Kangheng; Yin, Jie; Yang, Qiang Article
Reinforcing Web-object categorization through interrelationships
Data mining and knowledge discovery, v. 12, (2-3), May 2006, Pages 229-248
Xue, Guirong; Yu, Yong; Shen, Dou; Yang, Qiang; Zeng, Huajun; Chen, Zheng Article
Test strategies for cost-sensitive decision trees
IEEE transactions on knowledge and data engineering, v. 18, (8), August 2006, Article number 1644729, Pages 1055-1067
Ling, Charles; Sheng, Victor S.; Yang, Qiang Article
Test-cost sensitive classification on data with missing values
IEEE transactions on knowledge and data engineering, v. 18, (5), 2006, MAY, p. 626-638
Yang, Q.; Ling, C.; Chai, XY; Pan, R. Article
A comparison of implicit and explicit links for web page classification
Proceedings of the 15th International Conference on World Wide Web, Edinburgh, Scotland; United Kingdom, 23 May 2006 through 26 May 2006; Code 69835, Pages 643-650
Shen, Dou; Sun, Jiantao; Yang, Qiang; Chen, Zheng Conference paper
A manifold regularization approach to calibration reduction for sensor-network based tracking
21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06, Boston, MA, United States, 16 - 20 July 2006, Code 68475, v. 1, 16 July 2006 through 20 July 2006; Code 68475, p. 988-993
Pan, JeffreyJunfeng; Yang, Qiang; Chang, Hong; Yeung, Dityan Conference paper
A novel scalable algorithm for supervised subspace learning
Proceedings - 6th IEEE International Conference on Data Mining, 18 December 2006 through 22 December 2006; Category numberP2701; Code 70321, Article number 4053097, Pages 721-730
Yan, Jun; Liu, Ning; Zhang, Benyu; Yang, Qiang; Yan, Shuicheng; Chen, Zheng Conference paper
Adding semantics to email clustering
6th International Conference on Data Mining, ICDM 2006; Hong Kong; China, 18 December 2006 through 22 December 2006; Category numberP2701; Code 70321, Article number 4053131, Pages 938-942
Li, Hua; Shen, Dou; Zhang, Benyu; Chen, Zheng; Yang, Qiang Conference paper
Building bridges for web query classification
Proceedings of the Twenty-Ninth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Seatttle, WA; United States, v. 2006, 6 August 2006 through 11 August 2006; Code 68395, Pages 131-138
Shen, Dou; Sun, Jiantao; Yang, Qiang; Chen, Zheng Conference paper
Diverse topic phrase extraction through latent semantic analysis
Proceedings - 6th International Conference on Data Mining, ICDM 2006; Hong Kong; China, 18 December 2006 through 22 December 2006; Category numberP2701; Code 70321, Article number 4053112, Pages 834-838
Chen, Jilin; Yan, Jun; Zhang, Benyu; Yang, Qiang; Chen, Zheng Conference paper
Latent friend mining from blog data
6th International Conference on Data Mining, ICDM 2006; Hong Kong; China, 18 December 2006 through 22 December 2006; Category numberP2701; Code 70321, Article number 4053081, Pages 552-561
Shen, Dou; Sun, Jiantao; Yang, Qiang; Chen, Zheng Conference paper
Text classification improved through automatically extracted sequences
Proceedings - 22nd International Conference on Data Engineering, ICDE '06; Atlanta, GA; United States, v. 2006, 3 April 2006 through 7 April 2006; Category numberP5270; Code 68274, Article number 1617489, Page 121
Shen, Dou; Sun, Jiantao; Yang, Qiang; Zhao, Hui; Chen, Zheng Conference paper
Text classification improved through multigram models
15th International Conference on Information and Knowledge Management, Proceedings, CIKM 2006; Arlington, VA; United States, 6 November 2006 through 11 November 2006; Code 70026, Pages 672-681
Shen, Dou; Sun, Jiantao; Yang, Qiang; Chen, Zheng Conference paper
Thread detaction in dynamic text message streams
Proceedings of the Twenty-Ninth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Seatttle, WA; United States, v. 2006, 6 August 2006 through 11 August 2006; Code 68395, Pages 35-42
Shen, Dou; Yang, Qiang; Sun, Jiantao; Chen, Zheng Conference paper

2005 27

Advances in conversational case-based reasoning
Knowledge engineering review, v. 20, (3), September 2005, Pages 247-254
Aha, David W.; McSherry, David M.G.; Yang, Qiang Article
An incremental subspace learning algorithm to categorize large scale text data
Lecture Notes in Computer Science, 7th Asia-Pacific Web Conference on Web Technologies Research and Development - APWeb 2005; Shanghai; China, v. 3399, 29 March 2005 through 1 April 2005; Code 65544, Pages 52-63
Yan, Jun; Cheng, Qiansheng; Yang, Qiang; Zhang, Benyu Article
Deriving a stationary dynamic Bayesian network from a logic program with recursive loops
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), 15th International Conference on Inductive Logic Programming, ILP 2005; Bonn; Germany, v. 3625, 10 August 2005 through 13 August 2005; Code 65832, Pages 330-347
Shen, Yidong; Yang, Qiang Article
Guest Editor's Introduction to the Special Issue: Machine Learning for Bioinformatics—Part 2
IEEE/ACM Transactions on Computational Biology and Bioinformatics, v. 2, (3), July 2005, Page 177
Ling, Charles; Noble, William Stafford Tafford; Yang, Qiang Article
Guest Editors' Introduction to the Special Issue: Machine Learning for Bioinformatics-Part 1
IEEE/ACM Transactions on Computational Biology and Bioinformatics, v. 2, (2), April 2005, Pages 81-82
Ling, Charles; Noble, William Stafford Tafford; Yang, Qiang Article
Guest Editors' Introduction: Data Mining in Bioinformatics
IEEE Intelligent Systems, v. 20, (6), Nov-Dec 2005, p. 16-18
Li, Jinyan; Wong, Limsoon; Yang, Qiang Article
Guest editors’ introduction: Special section on intelligent data preparation
IEEE Transactions on Knowledge and Data Engineering, v.17, (9), September 2005, Pages 1163-1165
Zhang, Chengqi; Yang, Qiang; Liu, Bing Article
Learning quantifiable associations via principal sparse non-negative matrix factorization
Intelligent data analysis, v. 9, (6), 2005, p. 603-620
Hu, Chenyong; Zhang, Benyu; Wang, Yongji; Yan, Shuicheng; Chen, Zheng; Wang, Qing; Yang, Qiang Article
Mining customer value: From association rules to direct marketing
Data mining and knowledge discovery, v. 11, (1), 2005, JUL, p. 57-79
Wang, Ke; Zhou, Senqiang; Yang, Qiang; Yeung, J.M.S. Article
Mining quantitative associations in large database
Lecture notes in computer science, 7th Asia-Pacific Web Conference on Web Technologies Research and Development - APWeb 2005; Shanghai; China, v. 3399, 29 March 2005 through 1 April 2005; Code 65544, Pages 405-416
Hu, Chenyong; Wang, Yongji; Zhang, Benyu; Yang, Qiang; Wang, Qing; Zhou, Jinhui; He, Ran; Yan, Yun Article
pFind: a novel database-searching software system for automated peptide and protein identification via tandem mass spectrometry
Bioinformatics, v. 21, (13), 1 July 2005, Pages 3049-3050
Li, Dequan; Fu, Yan; Sun, Ruixiang; Ling, Charles; Wei, Yonggang; Zhou, Hu; Zeng, Rong; Yang, Qiang; He, SM; Gao, Wen Article
Preprocessing time series data for classification with application to CRM
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 18th Australian Joint Conference on Artificial Intelligence, AI 2005: Advances in Artificial Intelligence; Sydney; Australia, v. 3809 LNAI, 5 December 2005 through 9 December 2005; Code 67429, Pages 133-142
Yang, Yiming; Yang, Qiang; Lü, Wei; Pan, Sinnojialin; Pan, Rong; Lu, Chenhui; Li, Lei; Qin, Zhenxing Article
Q2C@UST: our winning solution to query classification in KDDCUP 2005
ACM SIGKDD Explorations Newsletter, v.7, (2), 2005, Dec, p. 100-110
Shen, Dou; Pan, Rong; Sun, Jiantao; Pan, JeffreyJunfeng; Wu, Kangheng; Yin, Jie; Yang, Qiang Article
Simple test strategies for cost-sensitive decision trees
Lecture Notes in Artificial Intelligence, v. 3720, 2005, p. 365-376
Sheng, SL; Ling, CX; Yang, Q. Article
Accurate and Low-cost Location Estimation Using Kernels
2005, 30 July 2005 through 5 August 2005; Code 97872 p. 1366-1371
Pan, Jeffery Junfeng; Kwok, James Tin-Yau; Yang, Qiang; Chen, Yiqiang Conference paper
Activity recognition through goal-based segmentation
Proceedings of the Twentieth National Conference on Artificial Intelligence, AAAI-05 and the Seventeenth Innovative Applications of Artificial Intelligence Conference, IAAI-05, v. 1 / edited by Anthony Cohn. Pittsburgh, Pennsylvania : AAAI Press, 2005, p. 28-33
Yin, Jie; Shen, Dou; Yang, Qiang; Li, Zenian Conference paper
Adaptive temporal radio maps for indoor location estimation
Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications, PerCom 2005, Los Alamitos, California; Washington; Brussels; Tokyo : IEEE Computer Society; IEEE, 2005, p. 85-94, 2005, Article number 1392745
Yin, Jie; Yang, Qiang; Ni, Lionel Ming-Shuan Conference paper
Competence driven case-base mining
Proceedings of the Twentieth National Conference on Artificial Intelligence, AAAI-05 and the Seventeenth Innovative Applications of Artificial Intelligence Conference, IAAI-05, v. 1 / edited by Anthony Cohn. Pittsburgh, Pennsylvania : AAAI Press, 2005, p. 228-233
Pan, Rong; Yang, Qiang; Pan, JeffreyJunfeng; Li, Lei Conference paper
Discriminant analysis with tensor representation
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; San Diego, CA; United States, v. 1, 20 June 2005 through 25 June 2005; Category numberP2372; Code 65595, Pages 526-532
Yan, Shuicheng; Xu, Dong; Yang, Qiang; Zhang, Lei; Tang, Xiaoou; Zhang, Hongjiang Conference paper
Efficient text classification by weighted proximal SVM
Proceedings - 5th IEEE International Conference on Data Mining, ICDM 2005; Houston, TX; United States, 27 November 2005 through 30 November 2005; Category numberP2278; Code 70190, Article number 1565722, Pages 538-545
Zhuang, Dong; Zhang, Benyu; Yang, Qiang; Yan, Jim; Chen, Zheng; Chen, Ying Conference paper
Exploiting the hierarchical structure for link analysis
SIGIR '05 Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, 2005, Aug, p. 186-193
Xue, Gui-Rong; Yang, Qiang; Zeng, Hua-Jun; Yu, Yong; Chen, Zheng Conference paper
Integrating hidden Markov models and spectral analysis for sensory time series clustering
FIFTH IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS, 2005, p. 506-513
Yin, J.; Yang, Q. Conference paper
Multiple-goal recognition from low-level signals
Proceedings of the Twentieth National Conference on Artificial Intelligence, AAAI-05 and the Seventeenth Innovative Applications of Artificial Intelligence Conference, IAAI-05, v. 1 / edited by Anthony Cohn. Pittsburgh, Pennsylvania : AAAI Press, 2005, p. 3-8
Chai, Xiaoyong; Yang, Qiang Conference paper
Reducing the calibration effort for location estimation using unlabeled samples
Proceedings - Third IEEE International Conference on Pervasive Computing and Communications, PerCom 2005, Kauai Island, HI; United States, v. 2005, 8 March 2005 through 12 March 2005; Category numberP2299; Code 67353, Article number 1392746, Pages 95-106
Chai, Xiaoyong; Yang, Qiang Conference paper
Scalable collaborative filtering using cluster-based smoothing
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, 2005, Aug, p. 114-121
Xue, Gui-Rong; Yang, Qiang; Lin, Chenxi; Xi, WenSi; Zeng, Hua-Jun; Chen, Zheng Conference paper
Semantic Sensor net: An Extensible Framework
Networking and Mobile Computing. ICCNMC 2005 / Lu X., Zhao W. (eds). Berlin, Heidelberg : Springer, 2005, p. 1144-1153, Lecture Notes in Computer Science, vol 3619.
Ni, Lionel Ming-Shuan; Zhu, Yanmin; Ma, Jian; Li, Minglu; Luo, Qiong; Liu, Yunhao; Cheung, Shing Chi; Yang, Qiang Conference paper
Web-page summarization using clickthrough data
SIGIR 2005 - Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 15-19, Aug, 2005, p. 194-201
Sun, Jiantao; Shen, Dou; Zeng, Huajun; Yang, Qiang; Lü, Yuchang; Chen, Zheng Conference paper

2004 23

A block-based support vector machine approach to the protein homology prediction task in KDD Cup 2004
Newsletter, v. 6, (2), 2004, Dec, p. 120-124
Fu, Yan; Sun, Ruixiang; Yang, Qiang; He, Simin; Wang, Chunli; Wang, Haipeng; Shan, Shiguang; Liu, Junfa; Gao, Wen Article
A kernel-based case retrieval algorithm with application to bioinformatics
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), 8th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2004: Trends in Artificial Intelligence; Auckland; New Zealand, v. 3157, 9 August 2004 through 13 August 2004; Code 65297, Pages 544-553
Fu, Yan; Yang, Qiang; Ling, Charles; Wang, Haipeng; Li, Dequan; Sun, Ruixiang; Zhou, Hu; Zeng, Rong; Chen, Yiqiang; He, Simin; Gao, Wen Article
Building Association Rule Based Sequential Classifiers for Web Document Prediction
Journal of Data Mining and Knowledge Discovery, v. 8, (3), May 2004, Pages 253-273
Yang, Qiang; Li, Tianyi; Wang, Ke Article
Case retrieval using nonlinear feature-space transformation
Lecture Notes in Computer Science, v. 3155, 2004, Pages 361-374
Pan, Rong; Yang, Qiang; Li, Lei Article
Exploiting the kernel trick to correlate fragment ions for peptide identification via tandem mass spectrometry
Bioinformatics, v. 20, (12), 12 August 2004, Pages 1948-1954
Fu, Yan; Yang, Qiang; Sun, Ruixiang; Li, Dequan; Zeng, Rong; Ling, Charles; Gao, Wen Article
Guest Editors' Introduction: Information Enhancement for Data Mining
IEEE Intelligent Systems, v. 2, (19), 2004, Mar, p. 12-13
Zhang, Shichao; Zhang, Chengqi; Yang, Qiang Article
Guest Editors' Introduction: Mining Actionable Knowledge on the Web
IEEE Intelligent Systems, v. 19, (6), November 2004, p. 30-31
Yang, Qiang; Knoblock, Craig A.; Wu, Xindong Article
Mining of web-page visiting patterns with continuous-time Markov models
Lecture Notes in Artificial Intelligence, 8th Pacific-Asia Conference, PAKDD 2004; Sydney; Australia, v. 3056, 26 May 2004 through 28 May 2004; Code 63763, Pages 549-558
Huang, Qiming; Yang, Qiang; Huang, Joshuazhexue; Ng, Michael Article
Support Vector Machines Based on Positive Feedback
Journal of Chongqing University(Natural Science Edition), v. 5, 2004, p. 12
Yang, Qiang; Wu, Zhong-fu; Zhong, Jiang; Yu, Ping Article
LEAPS: A location estimation and action prediction system in a wireless LAN environment
Lecture Notes in Computer Science / v. 3222, 2004, Pages 584-591
Yang, Qiang; Chen, Yiqiang; Yin, Jie; Chai, Xiaoyong Book chapter
Mining web logs for actionable knowledge
Intelligent Technologies for Information Analysis / Yang, Qiang, Ling, Charles X., Gao, Jianfeng. Berlin: Springer Berlin Heidelberg, 2004, p. 169-191
Yang, Qiang; Ling, Charles; Gao, Jianfeng Book chapter
An adaptive CBR model of call center systems
2004 8th International Conference on Control, Automation, Robotics and Vision (ICARCV), Kunming; China, v. 2, 6 December 2004 through 9 December 2004; Category number04EX920; Code 65079, Article number TuP3.02 - P1837, Pages 1497-1501
Liu, Hongwei; Li, Li; Xuan, Yiliang; Jiang, Yongbo; Yang, Qiang Conference paper
Cluster cores-based clustering for high dimensional data
Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004, Brighton; United Kingdom, 1 November 2004 through 4 November 2004; Category numberP2142; Code 64905, Pages 519-522
Shen, Yidong; Shen, Zhiyong; Zhang, Shiming; Yang, Qiang Conference paper
Decision trees with minimal costs
21st International Conference on Machine Learning, ICML'04, 2004, p. 544-551
Ling, Charles X.; Yang, Qiang; Wang, Jianning; Zhang, Shichao Conference paper
Feature selection with conditional mutual information MaxiMin in text categorization
International Conference on Information and Knowledge Management, Proceedings of the Thirteenth ACM Conference on Information and Knowledge Management, CIKM 2004, Washington, DC; United States, 8 November 2004 through 13 November 2004; Code 64711, Pages 342-349
Wang, Gang; Lochovsky, Frederick H.; Yang, Qiang Conference paper
High-level goal recognition in a wireless LAN
Proceedings of the Nineteenth National Conference on Artificial Intelligence / Sixteenth Innovative Applications of Artificial Intelligence Conference / edited by Anthony Cohn. Palo Alto, California : AAAI Press, 2004, p. 578-583
Yin, Jie; Chai, Xiaoyong; Yang, Qiang Conference paper
IMMC: Incremental maximum margin criterion
KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; Seattle, WA; United States, 22 August 2004 through 25 August 2004; Code 64210, Pages 725-730
Yan, Jun; Zhang, Benyu; Yan, Shuicheng; Yang, Qiang; Li, Hua; Chen, Zheng; Xi, Wensi; Fan, Weiguo; Ma, Weiying; Cheng, Qiansheng Conference paper
IRC: An iterative reinforcement categorization algorithm for interrelated web objects
Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004, Brighton; United Kingdom, 1 November 2004 through 4 November 2004; Category numberP2142; Code 64905, Pages 273-280
Xue, Guirong; Shen, Dou; Yang, Qiang; Zeng, Huajun; Chen, Zheng; Yu, Yong; Xi, Wensi; Ma, Weiying Conference paper
Learning similarity measures in non-orthogonal space
International Conference on Information and Knowledge Management, Proceedings; Washington, DC; United States, 8 November 2004 through 13 November 2004; Code 64711, Pages 334-341
Liu, Ning; Zhang, Benyu; Yan, Jun; Yang, Qiang; Yan, Shuicheng; Chen, Zheng; Bai, Fengshan; Ma, Weiying Conference paper
Mining Ratio Rules via principal sparse non-negative matrix factorization
Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004, Brighton; United Kingdom, 1 November 2004 through 4 November 2004; Category numberP2142; Code 64905, Pages 407-410
Hu, Chenyong; Zhang, Benyu; Yan, Shuicheng; Yang, Qiang; Yan, Jun; Chen, Zheng; Ma, Weiying Conference paper
Multi-dimensional model-based clustering for user-behavior mining in telecommunications industry
Proceedings of 2004 International Conference on Machine Learning and Cybernetics, v. 5 / IEEE. Piscataway, NJ : IEEE, 2004, p. 1650-1655
Yang, Yiming; Wang, Hui; Li, Lei; Li, Tianyi; Li, Wenming; Yang, Qiang; Lv, Wei; Huang, Ping Conference paper
Test-cost sensitive naive Bayes classification
Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004, Brighton; United Kingdom, 1 November 2004 through 4 November 2004; Category numberP2142; Code 64905, Pages 51-58
Chai, Xiaoyong; Deng, Lin; Yang, Qiang; Ling, Charles Conference paper
Web-page classification through summarization
Proceedings of Sheffield SIGIR - Twenty-Seventh Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Sheffield; United Kingdom, 25 July 2004 through 29 July 2004; Code 63889, Pages 242-249
Shen, Dou; Chen, Zheng; Yang, Qiang; Zeng, Huajun; Zhang, Benyu; Lü, Yuchang; Ma, Weiying Conference paper

2003 17

A data cube model for prediction-based web prefetching
Journal of intelligent information systems, v. 20, (1), 2003, JAN, p. 11-30
Yang, Q.; Huang, JZX; Ng, M. Article
A Dynamic Approach to Characterizing Termination of General Logic Programs
ACM Transactions on Computational Logic (TOCL), v. 4(3), October 2003, Pages 417-430
Shen, Y. I. Dong; You, Jiahuai; Yuan, L. I. Yan; Shen, Samuel; Yang, Qiang Article
Case mining from large databases
Lecture Notes in Artificial Intelligence, v. 2689, 2003, p. 691-702
Yang, Q.; Cheng, H. Article
Data Mining and Case-based Reasoning for Distance Learning
International Journal of Distance Learning Technologies, Special Issue on Web-based Learning Systems, v. 1, (3), July-September 2003, p. 46-58
Shen, R.M.; Han, P.; Yang, F.; Yang, Qiang; Huang, J. Article
Data preparation for data mining
Applied artificial intelligence, v. 17, (5-6), 2003, MAY-JUN, p. 375-381
Zhang, SC; Zhang, CQ; Yang, Q. Article
Mining the customer's up-to-moment preferences for e-commerce recommendation
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), 7th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2003; Seoul; South Korea, v. 2637, 30 April 2003 through 2 May 2003; Code 121289, Pages 166-177
Shen, Yidong; Yang, Qiang; Zhang, Zhong; Lu, Hongjun Article
SANet: A service-agent network for call-center scheduling
IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, v. 33, (3), 2003, MAY, p. 396-406
Yang, Qiang; Wang, Yong; Zhang, Zhong Article
Web-log cleaning for constructing sequential classifiers
Applied artificial intelligence, v. 17, (5-6), 2003, MAY-JUN, p. 431-441
Yang, Q.; Li, TI; Wang, K. Article
Web-log mining for predictive Web caching
IEEE transactions on knowledge and data engineering, v. 15, (4), 2003, JUL-AUG, p. 1050-1053
Yang, Q.; Zhang, HH Article
裂隙岩体局部化破坏分析的多重势面分岔模型
力学学报, v. 35, (3), 2003, p. 280-283
Liu, Y.G.; Zhou, W.Y.; Chen, X.; Zhao, Jidong; Yang, Qiang Article
Discovery of classifications from data of multiple sources
Proceedings of 2003 International Conference on Machine Learning and Cybernetics, v. 4 / IEEE. Piscataway, NJ : IEEE, 2003, p. 2281-2286
Wen, Jun-Hao; Ling, Charles; Yang, Qiang Conference paper
Mining customer value: From association rules to direct marketing
Proceedings - International Conference on Data Engineering, 2003, p. 738-740
Wang, K.; Zhou, S.; Shun Yeung, J.M.; Yang, Q. Conference paper
Mining high utility itemsets
Proceedings - 3rd IEEE International Conference on Data Mining, ICDM '03; Melbourne, FL; United States, 19 November 2003 through 22 November 2003; Category numberPR01978; Code 82450, Pages 19-26
Chan, Raymond; Yang, Qiang; Shen, Yidong Conference paper
Mining plans for customer-class transformation
Proceedings of the 20033rd IEEE International Conference on Data Mining, ICDM '03; Melbourne, FL; United States, Edited by IEEE Computer Society, 19 November 2003 through 22 November 2003; Category numberPR01978; Code 82450, Pages 403-410
Yang, Qiang; Cheng, Hong Conference paper
Planning for Marketing Campaigns
Proceedings of the International Conference on Automated Planning and Scheduling, Trento, Italy, June
Yang, Qiang; Cheng, Hong Conference paper
Postprocessing decision trees to extract actionable knowledge
Proceedings - 3rd IEEE International Conference on Data Mining, ICDM '03; Melbourne, FL; United States, 19 November 2003 through 22 November 2003; Category numberPR01978; Code 82450, Pages 685-688
Yang, Qiang; Yin, Jie; Ling, Charles; Chen, Tielin Conference paper
Re-engineering web structure & modeling XML semantics in specific domains
Proceedings of the IASTED International Conference on Software Engineering and Applications; Marina del Rey, CA; United States, v. 7, 3 November 2003 through 5 November 2003; Code 62498, Pages 849-854
Miao, Chunyan; Yang, Qiang; Goh, Angela; Fang, Haijing Conference paper

2002 15

Computational Intelligence: An International Journal
Computational Intelligence, v. 18, (4), 2002, Nov, p. 677-680
Zukerman, Ingrid; McConachy, Richard; Nantajeewarawat, Ekawit; Keravnou, Elpida T.; Washbrook, John; Michaud, Fran?ois; Lachiver, Géraud; Le Dinh, Chon Tam; Nirenburg, Sergei; Raskin, Victor; Snow, Paul; Leake, DB; Smyth, B.; Wilson, DC; Yang, Q.; Reinartz, T.; Iglezakis, I.; Roth-Berghofer, T.; McKenna, E.; Zhu, J.; Portinale, L.; Torasso, P.; Shiu, SCK; Yeung, DS; Sun, CH; Wang, XZ; McSherry, D.; Craw, S.; Jarmulak, J.; Rowe, R.; Nick, M.; Althoff, KD; Tautz, C.; Watson, I.; Cercone, Nick; Skoeron, Andrzej; Zhong, Ning; Pawlak, Zdzislaw; An, Aijun Article
Correlation-based Web-Document Clustering for Web Interface Design
International Journal Knowledge and Information Systems, 4:141-167
Su, Zhong; Yang, Qiang; Zhang, H.J.; Xu, X.W.; Hu, Y.H.; Ma, S.P. Article
Document clustering based on Web-log mining
Ruan Jian Xue Bao/Journal of Software, 13(1), January 2002, Pages 99-104
Su, Zhong-Ming; Ma, Shaoping; Yang, Qiang; Zhang, Hongjiang Article
Neural Networks II and CBR-The Application of Case Based Reasoning on QA Syst
Lecture Notes in Computer Science, v. 2557, 2002, p. 704-713
Han, Peng; Shen, Ruimin; Yang, Fan; Yang, Qiang Article
N-gram prediction model based on Web Log mining
Journal of Software, 13(1), 136-141
Su, Zhong; Ma, S.P.; Yang, Qiang; Zhang, H.J. Article
Towards Statistical Planning for Marketing Strategies
Sixth International Conference on AI Planning and Scheduling, 2002, p. 23-27
Yang, Qiang Article
Web-log Mining for Quantitative Temporal Event Prediction
IEEE Computational Intelligence Bulletin, Vol. 1, No. 1. pp. 10-19
Yang, Qiang; Wang, Hui; Zhang, Wei Article
An Open Framework for Smart and Personalized Distance Learning
Advances in Web-based Learning / v. 2436, Shen, Ruimin, Han, Peng, Yang, Fan, Yang, Qiang, Huang, Joshua Zhexue. Berlin: Springer Berlin Heidelberg, 17 August 2002 through 19 August 2002; Code 120619, Pages 19-30
Shen, Ruimin; Han, Peng; Yang, Fan; Yang, Qiang; Huang, Joshuazhexue Book chapter
Cut-and-pick transactions for proxy log mining
Advances in Database Technology — EDBT 2002 / Lou, WenWu, Liu, GuiMei, Lu, HongJun, Yang, Qiang. Berlin: Springer Berlin Heidelberg, 2002, p. 88-105
Lou, Wenwu; Liu, Guimei; Lu, Hongjun; Yang, Qiang Book chapter
Case Mining for Action Recommendations
Proceedings of the IEEE International Conference on Data Mining (ICDM02) Conference. Japan, December
Yang, Qiang; Cheng, Hong Conference paper
Fuzzy Cognitive Agents for Personalized Recommendation
Proceedings of the 3rd International Conference on Web Information Systems Engineering (WISE2003), Singapore. December, IEEE Computer Society
Miao, Chunyan; Yang, Qiang; Fang, Haijing; Goh, Angela Conference paper
Mining case bases for action recommendation
Proceedings - IEEE International Conference on Data Mining, ICDM, 9 December 2002 through 12 December 2002; Category numberPR01754; Code 82449, Pages 522-529
Yang, Qiang; Cheng, Hong Conference paper
Mining optimal actions for profitable CRM
Proceedings - 2nd IEEE International Conference on Data Mining, ICDM '02; Maebashi; Japan, 9 December 2002 through 12 December 2002; Category numberPR01754; Code 82449, Pages 767-770
Ling, Charles; Chen, Tielin; Yang, Qiang; Cheng, Jie Conference paper
Objective-oriented utility-based association mining
Proceedings - IEEE International Conference on Data Mining, ICDM, IEEE, 2002, p. 426-433
Shen, Yidong; Zhang, Zhong; Yang, Qiang Conference paper
The Application of Case Based Reasoning on a Q&A System
Proceedings of the Australian Joint Conference on Artificial Intelligence 2002: (AI 02) Australia, 2002, p. 704-713
Han, Peng; Shen, Ruimin; Yang, Fan; Yang, Qiang Conference paper

2001 15

A case-addition policy for case-base maintenance
Computational Intelligence Journal, Special Issue on Case-based Maintenance, Edited by Boston MA UK: Blackwell Publishers, v. 17, (2), May 2001, Pages 250-262
Yang, Qiang; Zhu, Jun Article
ActiveCBR: An Agent System that Integrates Case-based Reasoning and Active Databases
International Journal of Knowledge and Information Systems (KAIS Journal), Editedby Springer-Verlag, v. 3, (2), May 2001, p. 225-251
Li, Sheng; Yang, Qiang Article
An Agent Approach for Personalized Recommendation
FSKD, 2001, p. 231-235
Miao, C.; Fang, H.; Tao, X.; Yang, Qiang; Gay, RKL Article
Enhancing the Effectiveness of Interactive Case-Based Reasoning with Clustering and Decision Forests
Applied Intelligence Journal, v. 14, (1), January 2001, Pages 49-64
Yang, Qiang; Wu, Jing Article
Feature Weight Maintenance in Case Bases Using Introspective Learning
Journal of Intelligent Information Systems, 16, Issue 2, March 2001, Pages 95-116
Zhang, Zhong; Yang, Qiang Article
Integrating Web Prefetching and Caching Using Prediction Models
World Wide Web Journal, 4(4), 299-321
Yang, Qiang; Zhang, Henry Article
Introduction To the Special Issue on Maintaining Case‐Based Reasoning Systems
Computational Intelligence, v. 17, (2), p. 193-195
Leake, David B.; Smyth, Barry; Wilson, David C.; Yang, Qiang Article
Redundancy Detection in Semi-structured Case Bases
IEEE Transactions on Knowledge and Data Engineering, v. 13, (3), p. 513-518
Racine, Kirsti; Yang, Qiang Article
Classification Pruning for Web-request Prediction
Proc. of 2001 WWW Conference, Hong Kong (Posters), 2001
Li, Ian TianYi; Yang, Qiang; Wang, Ke Conference paper
Correlation-based document clustering using web logs
Proceedings of the 34th Annual Hawaii International Conference on System Sciences; Maui, HI; United States, 3 January 2001 through 6 January 2001; Code 58187, Page 129
Su, Zhong-Ming; Yang, Qiang; Zhang, Hongli; Xu, Xiaowei; Hu, Yuhen Conference paper
Mining High-Quality Cases for Hypertext Prediction and Prefetching
2001 International Conference on Case Based Reasoning, 2080, 30 July 2001 through 2 August 2001; Code 127729, Pages 744-755
Yang, Qiang; Zhang, Henryhaining; Li, Ian Tian Yi Conference paper
Mining Web Logs for Prediction Models in WWW Caching and Prefetching
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, San Francisco, CA; United States, 26 August 2001 through 29 August 2001; Code 60361, Pages 473-478
Yang, Qiang; Zhang, HainingHenry; Li, Tianyi Conference paper
Mining Web Logs to Improve Web Caching and Prefetching
Web Intelligence 2001, 483-492
Yang, Qiang; Zhang, Henry; Li, T. Y. Ian; Lu, Ye Conference paper
Model based predictive prefetching
Proceedings - 12th International Workshop on Database and Expert Systems Applications, DEXA 2001; Munich; Germany, v. 2001-January, 3 September 2001 through 7 September 2001; Category numberPR01230; Code 116321, Article number 953077, Pages 291-295
Yang, Qiang; Zhang, Zhen Conference paper
Taylor series prediction: A cache replacement policy based on second-order trend analysis
Proceedings of the Hawaii International Conference on System Sciences, Hawaii, 3 Jan 2001
Yang, Qiang; Zhang, Hao; Zhang, Hui Conference paper

2000 8

Activating case-based reasoning with active databases
Advances in Case-Based Reasoning / Li, Sheng,Yang, Qiang. Berlin: Springer Berlin Heidelberg, 2000, Pages 3-14
Li, Sheng; Yang, Qiang Book chapter
Exploiting Intelligent Agents and Data Mining for Electronic Commerce
Electronic Commerce Technology Trends: Challenges and Opportunities / Edited by Weidong Kou, Yelena Yesha. IBM Press, 2000, Chapter 9, p.115-134
Yang, Qiang; Carrick, Christina; Lam, Joyce; Wang, Yong; Zhang, Hui Book chapter
A Prediction System for Multimedia Pre-fetching in internet
Proceedings of the ACM International Multimedia Conference and Exhibition, 2000, p. 3-11, Code 58205
Su, Zhong-Ming; Yang, Qiang; Zhang, Hong-Jiang Conference paper
A Unified Framework for Semantics and Feature Based Relevance Feedback in Image Retrieval Systems
Proceedings of the 8th ACM International Conference on Multimedia (ACM Multimedia 2000); Los Angeles, CA; United States, 30 October 2000 through 4 November 2000; Code 58205, Pages 31-37
Lu, Ye; Hu, Chunhui; Zhu, Xinyu; Zhang, Hong; Yang, Qiang Conference paper
Advances in Artificial Intelligence
13th Biennial Conference of the Canadian Society for Computational Studies of Intelligence, AI 2000 Montreal, Quebec, Canada,, 14-17 May 2000
Hamilton, HJ; Yang, Qiang Conference paper
Keep It Simple: A Case Base Maintenance Policy based on Clustering and Information Theory
Proceedings of the 13th Biennial Conference of the Canadian Society for Computational Studies of Intelligence, AI 2000; Monteal; Canada, v. 1822, 14 May 2000 through 17 May 2000; Code 126919, Pages 102-114
Yang, Qiang; Wu, Jing Conference paper
Towards a Next Generation Search Engine
Proceedings of the Sixth Pacifiic Rim Artificial Intelligence Conference (PRICAI 2000), Melborne, Australia, August 2000, p. 5–15
Yang, Qiang; Wang, Hai-Feng; Wen, Ji-Rong; Zhang, Gao; Lu, Ye; Lee, Kai-Fu; Zhang, Hong-Jiang Conference paper
WhatNext: A Prediction System for Web Requests using N-gram Sequence Models
First International Conference on Web Information Systems and Engineering Conference, Hong Kong, June 2000, p. 214–221
Su, Zhong; Yang, Qiang; Lu, Ye; Zhang, Hong Jiang Conference paper

1999 9

Maintaining Large Case Bases Using Index Learning and Clustering
International Young Computer Scientist Conference'99.(ICYCS'99), 1999, Feb
Yang, Qiang; Wu, Jing; Zhang, Zhong Article
A catalog of agent coordination patterns
Proceedings of the 1999 3rd International Conference on Autonomous Agents; Seattle, WA, USA, 1 May 1999 through 5 May 1999; Code 55456, Pages 412-413
Hayden, Sandra Claire; Carrick, Christian; Yang, Qiang Conference paper
Activating CBR Systems through Autonomous Information Gathering
International Conference on Case Based Reasoning '99 (ICCBR-99), Germany, v. 1650, 27 July 1999 through 30 July 1999; Code 157869, Pages 74-88
Carrick, Christina; Yang, Qiang; Abi-Zeid, Irene; Lamontagne, Luc Conference paper
Architectural Design Patterns for Multiagent Coordination
Proceedings of the 3rd International Conference on Autonomous Agents "99, Seattle, WA, May 1999, p. 412–413
Hayden, Sandra; Carrick, Chirstina; Yang, Qiang Conference paper
Dynamic Refinement of Feature-Weights in CBR Using Quantitative Introspective Learning
16th International Joint Conference on Artificial Intelligence, IJCAI 1999; Stockholm; Sweden, v.1, 31 July 1999 through 6 August 1999; Code 97869, Pages 228-233
Zhang, Zhong; Yang, Qiang Conference paper
Is CBR Applicable to the Coordination of Search and Rescue Operations? A Feasibility Study
International Conference on Case Based Reasoning '99 (ICCBR-99), Germany, July 1999, p. 358–371
Abi-Zeid, Irene; Yang, Qiang; Lamontagne, Luc Conference paper
Plan Mining by Divide-and-Conquer
1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, Jun 1999
Han, Jiawei; Yang, Qiang; Kim, Edward Conference paper
Real-Time Scheduling for Multi-Agent Call Center Automation
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), 5th European Conference on Planning, ECP 1999; Durham; United Kingdom, v. 1809, 8 September 1999 through 10 September 1999; Code 130429, Pages 187-199
Wang, Yong; Yang, Qiang; Zhang, Zhong Conference paper
Remembering to Add: Competence-preserving Case Addition Policies for Case Base Maintenance
16th International Joint Conference on Artificial Intelligence, IJCAI 1999; Stockholm; Sweden, 31 July 1999 through 6 August 1999; Code 97869, Pages 234-239
Zhu, Jun; Yang, Qiang Conference paper

1998 16

Acquisition and maintenance of text-based plans
Proc. 1998 AIPS (Artificial Intelligence Planning Systems Conf.) Workshop on Knowledge Engineering and Acquisition for Planning: Bridging Theory and Practice, 1998, Jul
Yang, Qiang; Racine, Kirsti; Zhang, Zhong Article
Applying Plan Recognition Algorithms to Program Understanding
Automated Software Engineering Journal, Kluwer Aca demic Publishers, (ASE Journal), v. 5, (2), April 1998, Pages 347-372
Quilici, Alex A.; Yang, Qiang; Woods, Steven G. Article
Design patterns for planning systems
Proceedings of the 1998 AIPS Workshop on Knowledge Engineering and Acquisition for Planning: Bridging Theory and Practice, 1998, p. 104-112
Yang, Qiang; Fong, Philip; Kim, Edward Article
Program Understanding as Constraint Satisfaction: Representation and Reasoning Techniques
Automated Software Engineering Journal, (ASE Journal), v. 5, (2), April 1998, p. 147-181
Woods, Steven; Yang, Qiang Article
Redundancy and inconsistency detection in large and semi-structured case bases
IEEE Transactions on Knowledge and Data Engineering, 1998, Aug
Racine, Kirsti; Yang, Qiang Article
Constraint-based design recovery for software reengineering: theory and experiments
Constraint-based design recovery for software reengineering: theory and experiments / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. USA: Springer Science & Business Media, 1998
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang Book
Additional Experiments with Concept Recovery
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G, Quilici, Alexander E, Yang, Qiang. US: Springer US, 1998, p. 91-116
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang Book chapter
An agent system for intelligent situation assessment
Artificial Intelligence: Methodology, Systems, and Applications / Yang, Qiang, Abi-Zeid, Irene, Lamontagne, Luc. Berlin: Springer Berlin Heidelber, 21 September 1998 through 23 September 1998; Code 93537, Pages 466-474
Yang, Qiang; Abi-Zeid, Irene; Lamontagne, Luc Book chapter
Improving Our Constraint-Based Approach
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. US: Springer US, 1998, p. 133-158
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang Book chapter
Initial Experiments with Concept Recovery
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. US: Springer US, 1998, p. 67-90
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang Book chapter
Plan-Based Program Understanding
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. US: Springer US, 1998, p. 19-41
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang Book chapter
Program Understanding and AI Plan Recognition
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. US: Springer US, 1998, p. 117-132
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang Book chapter
Program Understanding and Constraint Satisfaction
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. US: Springer US, 1998, p. 43-65
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang Book chapter
ASISA: Agent Systems for Intelligent Situation Assessment
Proceedings of the 1998 International Conference on AI Methodologies, Systems and Applications, (AIMSA 98) Bulgaria, October 1998, p. 466–474
Yang, Qiang; Abi-Zeid, Irene; Lamontagne, Luc Conference paper
Towards Lifetime Maintenance of Case Base Indexes for Continual Case Based Reasoning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 1998; Sozopol; Bulgaria, v. 1480, 21 September 1998 through 23 September 1998; Code 93537, Pages 489-500
Zhang, Zhong; Yang, Qiang Conference paper
Traffic scheduling with per VC QoS guarantee in WDM networks
Conference Record / IEEE Global Telecommunications Conference, v. 1, 1998, p. 339-344
Li, Bo; Yang, Qiang Conference paper

1997 18

Automatically Selecting and Using Primary Effects in Planning
Theory and Experiments In Artificial Intelligence Journal (AIJ), v. 89, 1997, p. 1-30
Fink, Eugene; Yang, Qiang Article
Automatically Selecting and Using Primary Effects in Planning: Theory and experiments
Artificial Intelligence, v. 89, (1-2), January 1997, Pages 285-315
Fink, Eugene; Yang, Qiang Article
Caseadvisor: Supporting interactive problem solving and case base maintenance for help desk applications
IJCAI, v. 97, 1997, Aug
Yang, Qiang; Kim, Edward; Racine, Kirsti Article
Effect of RE Oxide in Electrode Coating on Thermal Plasticity of Weld
IRON AND STEEL, v. 32, (6), 1997, Pages 51-55
Yang, Qiang; Wang, A.; Li, C. Article
Case Study: Collective Resource Reasoning
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 67-79
Yang, Qiang Book
Analytical Techniques
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 39-48
Yang, Qiang Book chapter
Effect Abstraction
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 225-237
Yang, Qiang Book chapter
Generating Abstraction Hierarchies
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 189-206
Yang, Qiang Book chapter
Global Conflict Resolution
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 101-120
Yang, Qiang Book chapter
Hierarchical Planning
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 163-188
Yang, Qiang Book chapter
Multiple-Goal Plan Selection
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 141-157
Yang, Qiang Book chapter
Plan Merging
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 121-139
Yang, Qiang Book chapter
Planning by Decomposition
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 85-100
Yang, Qiang Book chapter
Properties of Task Reduction Hierarchies
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 207-223
Yang, Qiang Book chapter
Representation and Basic Algorithms
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 15-38
Yang, Qiang Book chapter
Useful Supporting Algorithms
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 49-66
Yang, Qiang Book chapter
Maintaining Unstructured Case Bases
Proceedings of the 1997 International Conference on Case Based Reasoning, (ICCBR 97) RI, USA, v.1266, 25 July 1997 through 27 July 1997; Code 150809, Pages 553-564
Racine, Kirsti; Yang, Qiang Conference paper
Seabed Response to Wave Loading
Proceedings of the international Offshore and Polar Engineering Conference, v. 1, 1997, p. 689-695
Yang, Qiang; Poorooshasb, Hromoz B. Conference paper

1996 9

Canadian Artificial Intelligence Conference
Canadian Artificial Intelligence\ 1996, p. 37
McCalla, G.; Boulet, M.; Yang, Qiang; Mori, R.; Fox, M.; Goldfarb, L.; Greer, J.; Hamilton, H.; Hirst, G.; Holte, R.; Lin, D.; Little, J.; Martin, J.; McFetridge, P.; Mercer, B.; Milios, E.; Patel-Schneider, P.; Song, F.; Trudel, A. Article
On the consistency management of large case bases: the case for validation
AAAI Technical Report-Verification and Validation Workshop, 1996, p.1
Racine, Kirsti; Yang, Qiang Article
On the implementation and evaluation of abtweak
Computational Intelligence, v. 12, (2), 1996, May, p. 307-325
Yang, Qiang; Tenenberg, Josh D.; Woods, Steven G. Article
On the Implementation and Evaluation of ABTWEAK
Computational Intelligence Journal, Edited by Blackwell Publishers, v. 12, (2), 1996, p. 295-318
Yang, Qiang; Tenenberg, Josh D.; Woods, Steven G. Article
Refinement of Naphthenic Acids With Solvent Extraction
Journal-University of Petroleum China Natural Science Edition, v. 20, 1996, p. 79-82
Li, S.; Yang, Qiang; Fan, W. Article
Situated control rules as approximate plans: a PAC-based theory
New directions in AI planning, v.31, 1996, p. 327-339
Fong, P.W.L.; Yang, Qiang Article
Applying Design Patterns to State-Space Search Applications
Proceedings of the 3rd Annual Conference on the Pattern Languages of Programs. Monticello, Illinois, September 1996, Chapter 8.2
Fong, Philip W.L.; Kim, Edward; Yang, Qiang Conference paper
Applying Plan Recognition Algorithms to Program Understanding
Proceedings of the Knowledge Based Software Engineering Conference,(KBSE 96) Syracuse, New York, 25 September 1996 through 28 September 1996; Code 45485, Pages 96-103
Quilici, Alex A.; Yang, Qiang; Woods, Steven G. Conference paper
The Program Understanding Problem: Analysis and A Heuristic Approach
Proceedings of the 18th International Conference on Software Engineering (ICSE-96), Berlin, Germany, Edited by IEEE Computer Society Press, 25 March 1996 through 29 March 1996; Code 44661, Pages 6-15
Woods, Steven G.; Yang, Qiang Conference paper

1995 6

Constraint-based program plan recognition in legacy code
Working Notes of the Third Workshop on AI and Software Engineering: Breaking the Toy Mold\ 1995
Woods, Steven G.; Yang, Qiang Article
Planning as Refinement Search: A Unified Framework for Evaluating Design Tradeoffs in Partial-Order Planning
Artificial Intelligence Journal (AIJ), v. 75, (3), July 1995, Pages 167-238
Kambhampati, Subbarao; Knoblock, Craig A.; Yang, Qiang Article
Program understanding: A constraint satisfaction modeling framework; understanding as plan recognition
Technical Report CS 95-52, University of Waterloo, Department of Computer Science, 1995
Yang, Qiang; Woods, S.; Quilici, A. Article
Relating the performance of partial-order planning algorithms to domain features
ACM SIGART Bulletin, v.6 (1), 1995, pp 8-15
Yang, Qiang; Knoblock, Craig A. Article
Planning with Primary Effects: experiments and analysis
Proceedings of the International Conference on Artificial Intelligence (IJCAI-95), Montreal, Canada, August 1995, Pages1606-1612
Fink, Eugene; Yang, Qiang Conference paper
Program Understanding as Constraint Satisfaction
Proceedings of the 2nd International Working Conference on Reverse Engineering (WCRE-95), Toronto, Canada, 14 July 1995 through 16 July 1995; Code 43484, Pages 314-323
Woods, Steve G.; Yang, Qiang Conference paper

1994 8

A new understanding of the Archean–Proterozoic boundary
Geologic Review, v.40, 1994, p. 483-488
Yang, Qiang; Deng, J.; Chen, Y.J.; Ouyang, Z.Y. Article
An Evaluation of the Temporal Coherence Heuristic for Partial-Order Planning
Computational Intelligence Journal, Edited by Blackwell Publishers, v. 10, (3), August 1994, Pages 245-267
Yang, Qiang; Murray, Cheryl Article
Downward Refinement and the Efficiency of Hierarchical Problem Solving
Artificial Intelligence Journal (AIJ), v. 71, (1), November 1994, Pages 43-100
Bacchus, Fahiem; Yang, Qiang Article
Search reduction in planning with primary effects
Proceedings of the Workshop on Theory Reformulation and Abstraction, 1994, p. 39-55
Yang, Qiang; Fink, Eugene Article
A Framework for Automatic Problem Decomposition in Planning
Proceedings of the Second International Conference On AI Planning And Scheduling Systems (AIPS-94), Chicago, USA, Edited by AAAI Press, June 1994, p.p 347-352
Yang, Qiang; Bai, Shuo; Qiu, Guiyou Conference paper
Delaying Variable Binding Commitments in Planning\
Proceedings of the Second International Conference On AI Planning And Scheduling Systems (AIPS-94), Chicago, USA, Edited by AAAI Press, June 1994, p. 182-187
Yang, Qiang; Chan, Alex Yiu Man Conference paper
Evaluating the tradeoffs in Partial-Order Planning Algorithms
Proceedings of the Canadian Artificial Intelligence Conference (AI '94), Banff, Alberta, Canada, May 1994, p. 279-286
Knoblock, Craig A.; Yang, Qiang Conference paper
Evaluating the Tradeoffs in Partial-Order Planning Algorithms
Proceedings of the AAAI-94 Workshop on Comparative Analysis of AI Planning Systems, Seattle, WA, Edited by AAAI, August 1994, p. 42-58
Knoblock, Craig A.; Yang, Qiang Conference paper

1993 6

A Spectrum of Plan Justifications
Proceedings of the AAAI Spring Symposium on Foundations of Automatic Planning, Stanford University, CA, Edited by AAAI, 1993, p. 29-33
Fink, Eugene; Yang, Qiang Conference paper
Characterizing and Automatically Finding Primary Effects in Planning
13th International Joint Conference on Artificial Intelligence (IJCAI-93), Chambery, France, Edited by IJCAI Inc, August 1993, p. 1374-1379
Fink, Eugene; Yang, Qiang Conference paper
Comparing SNLP and TWEAK Planning Algorithms
Proceedings of the AAAI Spring Symposium on Foundations of Automatic Planning, Stanford University, CA, Edited by Sponsoring Society. AAAI 1993, p. 73-77
Knoblock, Craig A.; Yang, Qiang Conference paper
Constraint Relaxation using Local Search and Abstraction
3rd International Conference for Young Computer Scientists (ICYCS-93), Beijing, China, Edited by ICYCS and ACM Press, July 1993, p. 2.118-2.121
Yang, Qiang; Fong, Philip W.L. Conference paper
Forbidding Preconditions and Ordered Abstraction Hierarchies
Proceedings of the AAAI Spring Symposium on Foundations of Automatic Planning, Stanford University, CA, Edited by AAAI, 1993, p. 34-38
Fink, Eugene; Yang, Qiang Conference paper
Merging Plans Efficiently
1993 NSF Conference Proceedings, Charlotte, NC. USA, Edited by USA: NSF, January 1993, 6 pages
Nau, Dana; Hendler, James; Yang, Qiang Conference paper

1992 8

A Theory of Conflict Resolution in Planning
Artificial Intelligence Journal (AIJ), v. 58, (1-3), December 1992, Pages 361-392
Yang, Qiang Article
Handling Feature Interactions in Process-Planning
Journal of Applied Artificial Intelligence, Edited by Hemisphere Publishers, v. 6, (4), October-December 1992, p. 389-415
Karinthi, Raghu; Nau, Dana; Yang, Qiang Article
Major Classification: Problem solving. Minor Classification: Planning.
Computational Intelligence, v. 8 (2), 1992, p. 648-676
Yang, Qiang; Hendler, J.; Nau, D.S. Article
Merging Separately Generated Plans with Restricted Interactions
Computational Intelligence Journal, v. 8, (4), 1992, p. 648-676
Yang, Qiang; Nau, Dana; Hendler, James Article
Theory and Algorithms for Plan Merging
Artificial Intelligence Journal (AIJ), v. 57, (2-3), October 1992, Pages 143-181
Foulser, Dave E.; Li, Ming; Yang, Qiang Article
Automatically Abstracting the Effects of Operators
Proceedings of the First International Conference on AI Planning Systems (AIPS-92), Maryland, USA, Edited by AAAI Press, 15 June 1992 through 17 June 1992; Code 17018, Pages 243-251
Fink, Eugene; Yang, Qiang Conference paper
Formalizing Plan Justifications
Proceedings of the Canadian Artificial Intelligence Conference (AI '92), Edited by Canadian AI Society: CSCSI Press, May 1992, p. 9-14
Fink, Eugene; Yang, Qiang Conference paper
The Expected Value of Hierarchical Problem-Solving
Proceedings of the Tenth National Conference on Artificial Intelligence, AAAI'92 / AAAI Press. Palo Alto, California : AAAI Press, 1992, p. 369-374
Bacchus, Fahiem; Yang, Qiang Conference paper

1991 3

A Quantitative Theory for Plan Merging
Proceedings of the 9th National Conference on Artificial Intelligence, AAAI'91, v. 2 / AAAI Press. Palo Alto, California : AAAI Press, 1991, p. 673-678
Foulser, Dave Edward; Li, Ming; Yang, Qiang Conference paper
Characterizing Abstraction Hierarchies for Planning
Proceedings of the 9th National Conference on Artificial Intelligence, AAAI'91, v. 2 / AAAI Press. Palo Alto, California : AAAI Press, 1991, p. 692-697
Knoblock, Craig A.; Tenenberg, Josh D.; Yang, Qiang Conference paper
The Downward Refinement Property
Proceedings of the Twelfth International Joint Conference on Artificial Intelligence (IJCAI-91), Sydney, Australia, Edited by IJCAI Inc., August 1991, p. 286-292
Bacchus, Fahiem; Yang, Qiang Conference paper

1990 8

An Al Approach to Process Sequencing
Advanced Manufacturing Engineering, v.1, (5), 1989, Oct, Pages 271-276
Ssemakula, Mukasa E.; Nau, Dana; Rangachar, Ramesh M.; Yang, Qiang Article
Formalizing Planning Knowledge for Hierarchical Planning
Computational Intelligence Journal, v.6, (1), 1990, Feb, p. 12-24
Yang, Qiang Article
ABTWEAK: Abstracting a Non-Linear Least Commitment Planner
8th National Conference on Artificial Intelligence, AAAI'90, Boston, Massachusetts, USA, 3 August - 29 July 1990
Yang, Qiang; Tenenberg, Josh D. Conference paper
An Algebraic Approach to Conflict Resolution in Planning
8th National Conference on Artificial Intelligence, AAAI'90, Boston, Massachusetts, USA, 3 August - 29 July 1990
Yang, Qiang Conference paper
Optimization of multiple-goal plans with limited interaction
Innovative Approaches to Planning, Scheduling and Control / Edited by Sycara, KP. San Mateo: Morgan Kaufmann, 1990, p. 160-165
Nau, Dana; Yang, Qiang; Hendler, James Conference paper
Preprocessing Hierarchical Planning Knowledge for Efficient Planning
Proceedings of the 9th European Conference on Artificial Intelligence (ECAI-90), Stockholm, Sweden, August 1990, p. 732-737
Yang, Qiang Conference paper
Solving the Generalized Hitting Set Problems
Proceedings of the 9th European Conference on Artificial Intelligence (ECAI-90), Stockholm, Sweden, August 1990, p. 738-743
Yang, Qiang Conference paper
Solving the Problem of Hierarchical Inaccuracy in Planning
Proceedings of the Eighth Biennial Conference of the Canadian Society for Computational Studies of Intelligence (CSCSI-90), Ottawa, Ontario, May 1990, p. 140-145
Yang, Qiang Conference paper

1989 3

An Approach to Multi-Goal Planning with Limited Interactions
Proceedings of the AAAI 1989 Spring Symposium Series, Stanford University, Stanford, CA., March 1989, p. 64-68
Yang, Qiang; Nau, Dana; Hendler, James Conference paper
Planning for Multiple Goals with Limited Interactions
Proceedings of the Fifth IEEE Conference on Artificial Intelligence Applications, Miami, Florida, Edited by IEEE Computer Society, March 1989, p. 263-270
Nau, Dana S.; Yang, Qiang; Hendler, James A. Conference paper
Preprocessing Search Spaces for Branch and bound Search
Proceedings of the Eleventh International Joint Conference on Artificial Intelligence (IJCAI-89), Detroit, Michigan, August 1989, p. 349-353
Yang, Qiang; Nau, Dana Conference paper

1988 2

Integrating AI and solid modeling for design and process planning
Second IFIP Working Group 5.2 Workshop on Intelligent CAD, University of Cambridge, 1988, Sept
Nau, Dana S.; Karinthi, Raghu; Yang, Qiang Article
Optimal Process Sequencing in CAPP Systems
AUTOFACT '88, Chicago, Ill., October 1988, 5 pages
Saemakula, M.E.; Nau, Dana; Rangachar, Raghu M.; Yang, Qiang Conference paper


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Chen, Chaotao; Jiang, Di; Peng, Jinhua; Lian, Rongzhong; Zhang, Chen; Xu, Qian; Fan, Lixin; Yang, Qiang
L2RS: A Learning-to-Rescore Mechanism for Hybrid Speech Recognition
MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia, October 2021, p. 1157-1166
Song, Yuanfeng; Jiang, Di; Zhao, Xuefang; Xu, Qian; Wong, Raymond Chi Wing; Fan, Lixin; Yang, Qiang
Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 2021, p. 3549-3557
Shi, Dingyuan; Tong, Yongxin; Zhou, Zimu; Song, Bingchen; Lv, Weifeng; Yang, Qiang
QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction
International Conference on Information and Knowledge Management, Proceedings, October 2021, p. 4362-4372
Zhang, Danqing; Li, Zheng; Cao, Tianyu; Luo, Chen; Wu, Tony; Lu, Hanqing; Song, Yiwei; Yin, Bing; Zhao, Tuo; Yang, Qiang
SmartMeeting: Automatic Meeting Transcription and Summarization for In-Person Conversations
MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia, October 2021, p. 2777-2779
Song, Yuanfeng; Jiang, Di; Zhao, Xuefang; Huang, Xiaoling; Xu, Qian; Wong, Chi Wing; Yang, Qiang
SmartSales: An AI-Powered Telemarketing Coaching System in FinTech
MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia, October 2021, p. 2774-2776
Song, Yuanfeng; Zhao, Xuefang; Jiang, Di; Huang, Xiaoling; Zhao, Weiwei; Xu, Qian; Wong, Chi Wing; Yang, Qiang
TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics, v. 2021, April 2021, p. 734-744
Hu, Guangneng; Yang, Qiang


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Article 11

A Secure Federated Transfer Learning Framework
IEEE Intelligent Systems, v. 35, (4), 22 April 2020, article number 9076003, p. 70-82
Liu, Yang; Kang, Yan; Xing, Chaoping; Chen, Tianjian; Yang, Qiang
A Sustainable Incentive Scheme for Federated Learning
IEEE Intelligent Systems, v. 35, (4), 16 April 2020, article number 9069185, p. 58-69
Yu, Han; Liu, Zelei; Liu, Yang; Chen, Tianjian; Cong, Mingshu; Weng, Xi; Niyato, Dusit; Yang, Qiang
Addressing the Challenges of Government Service Provision with AI
AI Magazine, v. 41, (1), April 2020, p. 33-43
Zheng, Yongqing; Yu, Han; Cui, Lizhen; Miao, Chunyan; Leung, Cyril; Liu, Yang; Yang, Qiang
Federated Learning in Mobile Edge Networks: A Comprehensive Survey
IEEE Communications Surveys and Tutorials, v. 22, (3), April 2020, p. 2031-2063
Lim, Wei Yang Bryan; Luong, Nguyen Cong; Hoang, Dinh Thai; Jiao, Yutao; Liang, Ying-Chang; Yang, Qiang; Niyato, Dusit; Miao, Chunyan
FL-QSAR: a federated learning-based QSAR prototype for collaborative drug discovery
Bioinformatics, v. 36, (22-23), December 2020, p. 5492-5498
Chen, Shaoqi; Xue, Dongyu; Chuai, Guohui; Yang, Qiang; Liu, Qi
Hierarchical Incentive Mechanism Design for Federated Machine Learning in Mobile Networks
IEEE Internet of Things Journal, v. 7, (10), October 2020, article number 9057543, p. 9575-9588
Lim, Wei Yang Bryan; Xiong, Zehui; Miao, Chunyan; Niyato, Dusit; Yang, Qiang; Leung, Cyril; Poor, H. Vincent
Introduction to the Special Issue on Federated Machine Learning
IEEE Intelligent Systems, v. 35, (4), July 2020, article number 9179105, p. 3-4
Liu, Yang; Yu, Han; Yang, Qiang
Secure Federated Matrix Factorization
IEEE Intelligent Systems, v. 36, (5), 07 August 2020, p. 11-20
Chai, Di; Wang, Leye; Chen, Kai; Yang, Qiang
The Next Breakthroughs of Artificial Intelligence: The Interdisciplinary Nature of AI
Engineering, v. 6, (3), March 2020, p. 245-247
Zhuang, Yueting; Cai, Ming; Li, Xuelong; Luo, Xiangang; Yang, Qiang; Wu, Fei
Transfer Learning With Dynamic Distribution Adaptation
ACM Transactions on Intelligent Systems and Technology, v. 11, (1), February 2020, article number 6
Wang, Jindong; Chen, Yiqiang; Feng, Wenjie; Yu, Han; Huang, Meiyu; Yang, Qiang
Warehouse Vis: A Visual Analytics Approach to Facilitating Warehouse Location Selection for Business Districts
Computer Graphics Forum, v. 39, (3), 18 July 2020, p. 483-495
Li, Quan; Liu, Q.Q.; Tang, C.F.; Li, Z.W.; Wei, S.C.; Peng, X.R.; Zheng, M.H.; Chen, Tianjian; Yang, Qiang

Book 1

Federated Learning
Federated Learning / by Qiang Yang, Yang Liu, Yong Cheng, Yan Kang, Tianjian Chen, and Han Yu. Morgan & Claypool , 2020. Book series: Synthesis Lectures on Artificial Intelligence and Machine Learning, v. 13, (3).
Yang, Qiang; Liu, Yang; Cheng, Yong; Kang, Yan; Chen, Tianjian; Yu, Han

Book chapter 5

A Gamified Research Tool for Incentive Mechanism Design in Federated Learning
Federated Learning / Edited by Yang, Qiang, Fan, Lixin, Yu, Han. Switzerland : Springer International Publishing, 2020, p. 32-50, Series Title: Lecture Notes in Computer Science
Chen, Zichen; Liu, Zelei; Ng, Kang Loon; Yu, Han; Liu, Yang; Yang, Qiang
Federated Recommendation Systems
Federated Learning / Edited by Yang, Qiang, Fan, Lixin, Yu, Han. Switzerland : Springer International Publishing, 2020, p. 225-239, Series Title: Lecture Notes in Computer Science
Yang, Liu; Tan, Ben; Zheng, Vincent W.; Chen, Kai; Yang, Qiang
Privacy-Preserving Stacking with Application to Cross-organizational Diabetes Prediction
Federated Learning / Edited by Yang, Qiang, Fan, Lixin, Yu, Han. Switzerland : Springer International Publishing, 2020, p. 225-239, Series Title: Lecture Notes in Computer Science
Guo, Xiawei; Yao, Quanming; Kwok, James Tin Yau; Tu, Weiwei; Chen, Yuqiang; Dai, Wenyuan; Yang, Qiang
Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks
Federated Learning / Edited by Yang, Qiang, Fan, Lixin, Yu, Han. Switzerland : Springer International Publishing, 2020, p. 32-50, Series Title: Lecture Notes in Computer Science
Fan, Lixin; Ng, Kam Woh; Ju, Ce; Zhang, Tianyu; Liu, Chang; Chan, Chee Seng; Yang, Qiang
Threats to Federated Learning
Federated Learning / Edited by Yang, Qiang, Fan, Lixin, Yu, Han. Switzerland : Springer International Publishing, 2020, p. 3-16, Series Title: Lecture Notes in Computer Science
Lyu, Lingjuan; Yu, Han; Zhao, Jun; Yang, Qiang

Conference paper 12

A de novo divide-and-merge paradigm for acoustic model optimization in automatic speech recognition
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, v. 2021, January 2020, p. 3709-3715
Tan, Conghui; Jiang, Di; Peng, Jinhua; Wu, Xueyang; Xu, Qian; Yang, Qiang
A fairness-aware incentive scheme for federated learning
AIES 2020 - Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, USA : Association for Computing Machinery, 2020, p. 393-399
Yu, Han; Liu, Zelei; Liu, Yang; Chen, Tianjian; Cong, Mingshu; Weng, Xi; Niyato, Dusit; Yang, Qiang
A multi-player game for studying federated learning incentive schemes
IJCAI International Joint Conference on Artificial Intelligence, v. 2021, January 2020, p. 5279-5281
Ng, Kang Loon; Chen, Zichen; Liu, Zelei; Yu, Han; Liu, Yang; Yang, Qiang
Advances in Recommender Systems: From Multi-stakeholder Marketplaces to Automated RecSys
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 23 August 2020, p. 3533-3534
Mehrotra, Rishabh; Carterette, Ben A.; Li, Yong; Yao, Quanming; Gao, Chen; Kwok, Tin Yau; Yang, Qiang; Guyon, Isabelle M.
Cooperative Multi-Agent Reinforcement Learning in Express System
CIKM '20: Proceedings of the 29th ACM International Conference on Information & Knowledge Management / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2020, p. 805-814
Li, Yexin; Zheng, Yu; Yang, Qiang
FedVision: An Online Visual Object Detection Platform Powered by Federated Learning
Proceedings of the AAAI Conference on Artificial Intelligence, v. 34, (8), 2020, p. 13172-13179
Liu, Yang; Huang, Anbu; Luo, Yun; Huang, He; Liu, Youzhi; Chen, Yuanyuan; Feng, Lican; Chen, Tianjian; Yu, Han; Yang, Qiang
Fisher Deep Domain Adaptation
Proceedings of the 2020 SIAM International Conference on Data Mining / Editor(s): Carlotta Demeniconi and Nitesh Chawla. Philadelphia, USA : Society for Industrial and Applied Mathematics, 2020, p. 469-477
Zhang, Yinghua; Zhang, Yu; Wei, Ying; Bai, Kun; Song, Yangqiu; Yang, Qiang
GoldenRetriever: A Speech Recognition System Powered by Modern Information Retrieval
MM '20: Proceedings of the 28th ACM International Conference on Multimedia, October 2020, p. 4500-4502
Song, Yuanfeng; Jiang, Di; Huang, Xiaoling; Li, Yawen; Xu, Qian; Wong, Raymond Chi Wing; Yang, Qiang
Learn to Cross-Lingual Transfer with Meta Graph Learning Across Heterogeneous Languages
EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, 2020, p. 2290-2301
Li, Z.; Kumar, M.; Headden, W.; Yin, B.; Wei, Y.; Zhang, Y.; Yang, Qiang
PrivNet: Safeguarding Private Attributes in Transfer Learning for Recommendation
Proceedings of Findings of the Association for Computational Linguistics (EMNLP), November 2020, p. 4506-4516
Hu, Guangneng; Yang, Qiang
RPN: A Residual Pooling Network for Efficient Federated Learning
Frontiers in Artificial Intelligence and Applications, v. 325, August 2020, p. 1223-1229
Huang, Anbu; Chen, Yuanyuan; Liu, Yang; Chen, Tianjian; Yang, Qiang
Two Sides of the Same Coin: White-box and Black-box Attacks for Transfer Learning
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 23 August 2020, p. 2989-2997
Zhang, Yinghua; Song, Yangqiu; Liang, Jian; Bai, Kun; Yang, Qiang


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Article 5

Federated Machine Learning: Concept and Applications
ACM Transactions on Intelligent Systems and Technology, v. 10, (2), January 2019, article number 12
Yang, Qiang; Liu, Yang; Chen, Tianjian; Tong, Yongxin
Millionaire: A Hint-guided Approach for Crowdsourcing
Machine Learning, v. 108, (5), May 2019, p. 831-858
Han, Bo; Yao, Quanming; Pan, Yuangang; Tsang, Ivor W.; Xiao, Xiaokui; Yang, Qiang; Sugiyama, Masashi
Ridesharing Car Detection by Transfer Learning
Artificial Intelligence, v. 273, August 2019, p. 1-18
Wang, Leye; Geng, Xu; Ma, Xiaojuan; Zhang, Daqing; Yang, Qiang
Transfer Hierarchical Attention Network for Generative Dialog System
International Journal of Automation and Computing, v. 16, (6), December 2019, p. 720-736
Zhang, Xiang; Yang, Qiang
Transfer to Rank for Heterogeneous One-Class Collaborative Filtering
ACM Transactions on Information Systems, v.37, (1), January 2019, article number 10
Pan, Weike; Yang, Qiang; Cai, Wanling; Chen, Yaofeng; Zhang, Qing; Peng, Xiaogang; Ming, Zhong

Conference paper 24

Autocross: Automatic Feature Crossing for Tabular Data in Real-world Applications
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 2019, p. 1936-1945
Luo, Yuanfei; Yao, Quanming; Wang, Mengshuo; Tu, Wei Wei; Zhou, Hao; Chen, Yuqiang; Dai, Wenyuan; Yang, Qiang
Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 2019, p. 235-245
Xiao, Wenyi; Zhao, Huan; Pan, Haojie; Song, Yangqiu; Zheng, Vincent W.; Yang, Qiang
Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech
EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations, 2020, p. 37-42
Song, Yuanfeng; Jiang, Di; Zhao, Weiwei; Xu, Qian; Wong, Chi Wing; Yang, Qiang
Cross-city Transfer Learning for Deep Spatio-temporal Prediction
IJCAI International Joint Conference on Artificial Intelligence, v. 2019-August, 2019, p. 1893-1899
Wang, Leye; Geng, Xu; Ma, Xiaojuan; Liu, Feng; Yang, Qiang
Easy Transfer Learning by Exploiting Intra-domain Structures
Proceedings - IEEE International Conference on Multimedia and Expo, v. 2019-July, July 2019, article number 8784776, p. 1210-1215
Wang, Jindong; Chen, Yiqiang; Yu, Han; Huang, Meiyu; Yang, Qiang
Efficient and Effective Express via Contextual Cooperative Reinforcement Learning
KDD '19: Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining / Association for Computing Machinery. New York, NY, United States : Association for Computing Machinery, 2019, p. 510-519
Li, Yexin; Zheng, Yu; Yang, Qiang
Ethically Aligned Mobilization of Community Effort to Reposition Shared Bikes
Proceedings of the AAAI Conference on Artificial Intelligence, v. 33, (1), 2019, p. 9983-9984
Liu, Zelei; Yu, Han; Wang, Leye; Hu, Liang; Yang, Qiang
Fair and Explainable Dynamic Engagement of Crowd Workers
IJCAI International Joint Conference on Artificial Intelligence, v. 2019-August, 2019, p. 6575-6577
Yu, Han; Liu, Yang; Wei, Xiguang; Zheng, Chuyu; Chen, Tianjian; Yang, Qiang; Peng, Xiong
Hierarchical Heterogeneous Horizontal Federated Learning for EEG
International Workshop on Federated Learning for User Privacy and Data Confidentiality, in Conjunction with NeurIPS 2019 (FL-NeurIPS ’19), Vancouver, Canada, 13 December 2019
Gao, Dashan; Ju, Ce; Wei, Xiguang; Liu, Yang; Chen, Tianjian; Yang, Qiang
Learning to transfer examples for partial domain adaptation
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2019, June 2019, article number 8954395, p. 2980-2989
Cao, Zhangjie; You, Kaichao; Long, Mingsheng; Wang, Jianmin; Yang, Qiang
Multi-agent Visualization for Explaining Federated Learning
IJCAI International Joint Conference on Artificial Intelligence, v. 2019-August, 2019, p. 6572-6574
Wei, Xiguang; Li, Quan; Liu, Yang; Yu, Han; Chen, Tianjian; Yang, Qiang
Multi-Fidelity Automatic Hyper-Parameter Tuning via Transfer Series Expansion
Proceedings of the AAAI Conference on Artificial Intelligence, v. 33, (1), 2019, p. 3846-3853
Hu, Yi-Qi; Yu, Yang; Tu, Wei-Wei; Yang, Qiang; Chen, Yuqiang; Dai, Wenyuan
Parameter Transfer Unit for Deep Neural Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11440 LNAI, March 2019, p. 82-95
Zhang, Yinghua; Zhang, Yu; Yang, Qiang
Privacy-preserving Heterogeneous Federated Transfer Learning
2019 IEEE International Conference on Big Data on Big Data / Edited by Chaitanya Baru, Jun Huan, Latifur Khan, Xiaohua Hu, Ronay Ak, Yuanyuan Tian, Roger Barga, Carlo Zaniolo, Kisung Lee, Yanfang Fanny Ye. Piscataway, NJ , USA : IEEE, 2019, p. 2552-2559
Gao, Dashan; Liu, Yang; Huang, Anbu; Ju, Ce; Yu, Han; Yang, Qiang
Privacy-preserving stacking with application to cross-organizational diabetes prediction
Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI-19), 2019, p. 4114-4120
Yao, Quanming; Guo, Xiawei; Kwok, James Tin Yau; Tu, Weiwei; Chen, Yuqiang; Dai, Wenyuan; Yang, Qiang
Privacy-preserving Stacking With Application to Cross-organizational Diabetes Prediction
IJCAI International Joint Conference on Artificial Intelligence, v. 2019-August, 2019, p. 4114-4120
Yao, Quanming; Guo, Xiawei; Kwok, Tin Yau; Tu, Weiwei; Chen, Yuqiang; Dai, Wenyuan; Yang, Qiang
Rating Worker Skills and Task Strains in Collaborative Crowd Computing: A Competitive Perspective
The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019, May 2019, p. 1853-1863
Trimponias, George; Ma, Xiaojuan; Yang, Qiang
Secure Federated Matrix Factorization
1st International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (FML’19) in conjunction with the 28th International Joint Conference on Artificial Intelligence (IJCAI-19), Macau, China, 12 August 2019
Chai, Di; Wang, Leye; Chen, Kai; Yang, Qiang
Separate to Adapt: Open Set Domain Adaptation via Progressive Separation
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2019, June 2019, article number 8953906, p. 2922-2931
Liu, Hong; Cao, Zhangjie; Long, Mingsheng; Wang, Jianmin; Yang, Qiang
Social Mobilization to Reposition Indiscriminately Parked Shareable Bikes
Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, v. 4, 2019, p. 2099-2101
Liu, Zelei; Yu, Han; Wang, Leye; Hu, Liang; Yang, Qiang
Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting
Proceedings of the AAAI Conference on Artificial Intelligence, v. 33, (1), 2019, p. 3656-3663
Geng, Xu; Li, Yaguang; Wang, Leye; Zhang, Lingyu; Yang, Qiang; Ye, Jieping; Liu, Yan
Topic-Aware Dialogue Speech Recognition with Transfer Learning
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2019-September, 2019, p. 829-833
Song, Yuanfeng; Jiang, Di; Wu, Xueyang; Xu, Qian; Wong, Raymond Chi Wing; Yang, Qiang
Transfer Meets Hybrid: A Synthetic Approach for Cross-Domain Collaborative Filtering with Text
Proceedings of the Web Conference (WWW), v. 2019, May 2019, p. 2822-2829
Hu, Guangneng; Zhang, Yu; Yang, Qiang
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) / edited by Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan. Association for Computational Linguistics, 2019, p. 4590-4600
Li, Zheng; Li, Xin; Wei, Ying; Bing, Lidong; Zhang, Yu; Yang, Qiang


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Article 2

An Overview of Multi-task Learning
National Science Review, v. 5, (1), January 2018, p. 30-43
Zhang, Yu; Yang, Qiang
Smart City Development With Urban Transfer Learning
Computer, v. 51, (12), December 2018, article number 8636587, p. 32-41
Wang, Leye; Guo, Bin; Yang, Qiang

Conference paper 16

Bike Flow Prediction With Multi-graph Convolutional Networks
GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems, November 2018, p. 397-400
Chai, Di; Wang, Leye; Yang, Qiang
Building ethics into artificial intelligence
IJCAI International Joint Conference on Artificial Intelligence, v.2018-July, 2018, p. 5527-5533
Yu, H.; Shen, Zhiqi; Miao, C.; Leung, Cyril; Lesser, Victor R.; Yang, Qiang
CoNet: Collaborative Cross Networks for Cross-domain Recommendation
CEUR Workshop Proceedings, v. 2227, 2018, p. 14-27
Hu, Guangneng; Zhang, Yu; Yang, Qiang
CoNet: Collaborative Cross Networks for Cross-Domain Recommendation
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018, p. 667-676
Hu, Guangneng; Zhang, Yu; Yang, Qiang
Dynamic Bike Reposition: A Spatio-temporal Reinforcement Learning Approach
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 2018, p. 1724-1733
Li, Yexin; Zheng, Yu; Yang, Qiang
Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification
Proceedings of the AAAI Conference on Artificial Intelligence, v. 32, (1), 2018, article number 12055, p. 5852-5859
Li, Zheng; Wei, Ying; Zhang, Yu; Yang, Qiang
Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN
The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018, April 2018, p. 1063-1072
Peng, Hao; Li, Jianxin; He, Yu; Liu, Yaopeng; Bao, Mengjiao; Wnag, Lihong; Song, Yangqiu; Yang, Qiang
Learning to Multitask
Advances in Neural Information Processing Systems, v. 2018, December 2018, p. 5771-5782
Zhang, Yu; Wei, Ying; Yang, Qiang
Opportunistic Work-Rest Scheduling for Productive Aging
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10914 LNCS, 2018, p. 413-428
Yu, Han; Miao, Chunyan; Cui, Lizhen; Chen, Yiqiang; Fauvel, Simon; Yang, Qiang
Personalizing a Dialogue System with Transfer Reinforcement Learning
Proceedings of the AAAI Conference on Artificial Intelligence, v. 32, (1), 2018, article number 11938, p. 5317-5324
Mo, Kaixiang; Zhang, Yu; Li, Shuangyin; Li, Jiajun; Yang, Qiang
Smarths: An AI platform for improving government service provision
Proceedings of the AAAI Conference on Artificial Intelligence, v. 32, (1), 2018, article number 11382, p. 7704-7711
Zheng, Yongqing; Yu, Han; Cui, Lizhen; Miao, Chunyan; Leung, Cyril; Yang, Qiang
Societal Impact of Data Science and Artificial Intelligence
KDD '18 Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018, p. 2872-2873
Provost, Foster; Hodson, James; Wing, Jeannette M.; Yang, Qiang; Neville, Jennifer
Transfer Learning via Learning to Transfer
35th International Conference on Machine Learning, ICML 2018, v. 11, 2018, p. 8059-8068
Wei, Ying; Zhang, Yu; Huang, Junzhou; Yang, Qiang
Transfer Learning via Learning to Transfer
Proceedings of Machine Learning Research, v. 80, July 2018, p. 5075-5084
Wei, Ying; Zhang, Yu; Huang, Junzhou; Yang, Qiang
Transfer Learning via Learning to Transfer: Supplementary Material
35th International Conference on Machine Learning, ICML 2018, v. 11, 2018, p. 8069-8077
Wei, Ying; Zhang, Yu; Huang, Junzhou; Yang, Qiang
Transferable Contextual Bandit for Cross-Domain Recommendation
Proceedings of the AAAI Conference on Artificial Intelligence, v. 32, (1), 2018, article number 11699, p. 3619-3626
Liu, Bo; Wei, Ying; Zhang, Yu; Yan, Zhixian; Yang, Qiang


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Article 3

A Dataset of Human Decision-making in Teamwork Management
Scientific Data, v. 4, January 2017, article number 160127
Yu, Han; Shen, Zhiqi; Miao, Chunyan; Leung, Cyril; Chen, Yiqiang; Fauvel, Simon; Lin, Jun; Cui, Lizhen; Pan, Zhengxiang; Yang, Qiang
A Unified Framework of Active Transfer Learning for Cross-System Recommendation
Artificial Intelligence, v. 245, April 2017, p. 38-55
Zhao, Lili; Pan, Sinnojialin; Yang, Qiang
Transfer Learning for Behavior Ranking
ACM Transactions on Intelligent Systems and Technology, v. 8, (5), June 2017, article number 65
Pan, Weike; Yang, Qiang; Duan, Yuchao; Tan, Ben; Ming, Zhong

Conference paper 9

Deep Neural Networks for High Dimension, Low Sample Size Data
IJCAI International Joint Conference on Artificial Intelligence, 2017, p. 2287-2293
Liu, Bo; Wei, Ying; Zhang, Yu; Yang, Qiang
Distant Domain Transfer Learning
Proceedings of the AAAI Conference on Artificial Intelligence, v. 31, (1), 2017, article number 10826, p. 2604-2610
Tan, Ben; Zhang, Yu; Pan, Sinnojialin; Yang, Qiang
End-to-End Adversarial Memory Network for Cross-domain Sentiment Classification
Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), August 2017, p. 2237-2243
Li, Zheng; Zhang, Yu; Wei, Ying; Wu, Yuxiang; Yang, Qiang
Learning Sparse Task Relations in Multi-task Learning
Proceedings of the AAAI Conference on Artificial Intelligence, v. 31, (1), 2017, article number 10820, p. 2914-2920
Zhang, Yu; Yang, Qiang
The Simpler The Better: A Unified Approach to Predicting Original Taxi Demands based on Large-Scale Online Platforms
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 2017, p. 1653-1662
Tong, Yongxin; Chen, Yuqiang; Zhou, Zimu; Wang, Jie; Chen, Lei; Yang, Qiang; Ye, Jieping; Lv, Weifeng
Transfer Learning From APP Domain to News Domain for Dual Cold-start Recommendation
CEUR Workshop Proceedings, v. 1887, 2017, p. 38-41
Liu, Jixiong; Shi, Jiakun; Cai, Wanling; Liu, Bo; Pan, Weike; Yang, Qiang; Ming, Zhong
Transitive Hashing Network for Heterogeneous Multimedia Retrieval
Proceedings of the AAAI Conference on Artificial Intelligence, v. 31, (1), 2017, article number 10487, p. 81-87
Cao, Zhangjie; Long, Mingsheng; Wang, Jianmin; Yang, Qiang
Understanding How Feature Structure Transfers in Transfer Learning
IJCAI International Joint Conference on Artificial Intelligence, 2017, p. 2356-2371
Liu, Tongliang; Yang, Qiang; Tao, Dacheng
When Transfer Learning Meets Deep Learning
CIKM' 17: Proceedings of the 2017 ACM Conference on Information and Knowledge Management, 2017, p. 5-5
Yang, Qiang


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Article 7

Cross-Domain Data Fusion
Computer, v. 49, (4), April 2016, article number 7452312, p. 18
Yang, Qiang
Heterogeneous Translated Hashing: A Scalable Solution towards Multi-modal Similarity Search
ACM Transactions on Knowledge Discovery from Data, v. 10, (4), May 2016, article number 36
Wei, Ying; Song, Yangqiu; Zhen, Yi; Liu, Bo; Yang, Qiang
Individual Judgments Versus Consensus: Estimating Query-URL Relevance
ACM Transactions on the Web, v. 10, (1), January 2016, article number 3
Song, Hengjie; Xu, Yonghui; Min, Huaqing; Wu, Qingyao; Wei, Wei; Weng, Jianshu; Han, Xiaogang; Yang, Qiang; Shi, Jialiang; Gu, Jiaqian; Miao, Chunyan; Toyoaki, Nishida
Mitigating Herding in Hierarchical Crowdsourcing Networks
Scientific Reports, v. 6, (1), December 2016, article number 4
Yu, Han; Miao, Chunyan; Leung, Cyril; Chen, Yiqiang; Fauvel, Simon; Lesser, Victor R.; Yang, Qiang
Telco User Activity Level Prediction with Massive Mobile Broadband Data
ACM Transactions on Intelligent Systems and Technology, v. 7, (4), May 2016, article number 63
Luo, Chen; Zeng, Jia; Yuan, Mingxuan; Dai, Wenyuan; Yang, Qiang
Temporal Skeletonization on Sequential Data: Patterns, Categorization, and Visualization
IEEE Transactions on Knowledge and Data Engineering, v. 28, (1), January 2016, p. 211-223
Liu, Chuanren; Zhang, Kai; Xiong, Hui; Jiang, Guofei; Yang, Qiang
Transfer Learning for Semisupervised Collaborative Recommendation
ACM Transactions on Interactive Intelligent Systems, v. 6, (2), July 2016, article number 10
Pan, Weike; Yang, Qiang; Duan, Yuchao; Ming, Zhong

Conference paper 10

City-scale map creation and updating using GPS collections
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 13-17-August-2016, August 2016, p. 1465-1474
Chen, Chen; Lu, Cewu; Huang, Qixing; Yang, Qiang; Gunopulos, Dimitrios; Guibas, Leonidas J.
Collaborative Evolution for User Profiling in Recommender Systems
IJCAI International Joint Conference on Artificial Intelligence, 2016-January, 2016, p. 3804-3810
Lu, Zhongqi; Pan, Jialin; Li, Yong; Jiang, Jie; Yang, Qiang
Correlated Tag Learning in Topic Model
32nd Conference on Uncertainty in Artificial Intelligence 2016, UAI 2016, 2016, p. 457-466
Li, Shuangyin; Pan, Rong; Zhang, Yu; Yang, Qiang
Deep visual-semantic hashing for cross-modal retrieval
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 13-17-August-2016, August 2016, p. 1445-1454
Cao, Yue; Long, Mingsheng; Wang, Jianmin; Yang, Qiang; Yuy, Philip S.
Infusing Human Factors into Algorithmic Crowdsourcing
Proceedings of the Twenty-Eighth AAAI Conference on Innovative Applications(IAAI-16), 2016, p. 4062-4064
Han, Yu; Miao, Chunyan; Shen, Zhiqi; Jun, Lin; Leung, Cyril; Yang, Qiang
Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning
Proceedings of the AAAI Conference on Artificial Intelligence, v. 30, (1), 2016, article number 10172, p. 1338-1344
Wei, Ying; Zhu, Yin; Leung, Cane Wing Ki; Song, Yangqiu; Yang, Qiang
Matrix Factorization+ for Movie Recommendation
IJCAI International Joint Conference on Artificial Intelligence, v. 2016, January 2016, p. 3945-3951
Zhao, Lili; Lu, Zhongqi; Pan, Jialin; Yang, Qiang
Multi-Domain Active Learning for Recommendation
Proceedings of the AAAI Conference on Artificial Intelligence, v. 30, (1), 2016, article number 10291, p. 2358-2364
Zihan, Zhang; Jin, Xiaoming; Li, Lianghao; Ding, Guiguang; Yang, Qiang
The Lifecycle and Cascade of WeChat Social Messaging Groups
WWW '16 Proceedings of the 25th International Conference on World Wide Web, 2016, p. 311-320
Qiu, JieZhong; Li, Yixuan; Tang, Jie; Lu, Zheng; Ye, Hao; Chen, Bo; Yang, Qiang; Hopcroft, John E.
Transfer Knowledge between Cities
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 13-17-August-2016, August 2016, p. 1905-1914
Wei, Ying; Zheng, Yu; Yang, Qiang


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Article 3

Adsorption of phenols on reduced-charge montmorillonites modified by bispyridinium dibromides: Mechanism, kinetics and thermodynamics studies
Colloids and Surfaces A: Physicochemical and Engineering Aspects, v. 482, October 2015, p. 222-230
Luo, Zhongxin; Gao, Manglai; Yang, Senfeng; Yang, Qiang
Modeling Neuron Selectivity Over Simple Midlevel Features for Image Classification
IEEE Transactions on Image Processing, v. 24, (8), August 2015, article number 7069202, p. 2404-2414
Kong, Shu; Jiang, Zhuolin; Yang, Qiang
PBOOST: a GPU-based tool for parallel permutation tests in genome-wide association studies
Bioinformatics, v. 31, (9), 2015, p. 1460-1462
Yang, Guangyuan; Jiang, Wei; Yang, Qiang; Yu, Weichuan

Book 1

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, 25-31 July 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, 25-31 July 2015 / Edited by Qiang Yang and Michael J Wooldridge. Palo Alto: The Association for the Advancement of Artificial Intelligence Press / International Joint Conferences on Artificial Intelligence, 2015.
Yang, Qiang; Wooldridge, Michael

Conference paper 13

Content-based Collaborative Filtering for News Topic Recommendation
Proceedings of the AAAI Conference on Artificial Intelligence, v. 29, (1), 2015, article number 9183, p. 217-223
Lu, Zhongqi; Dou, Zhicheng; Lian, Jianxun; Xie, Xing; Yang, Qiang
Differential Privacy in Telco Big Data Platform
The Proceedings of the VLDB Endowment (PVLDB), v. 8, (12), August 2015, p. 1692-1703
Hu, Xueyang; Yuan, Mingxuan; Yao, Jianguo; Deng, Yu; Chen, Lei; Yang, Qiang; Guan, Haibing; Zeng, Jia
Efficient Task Sub-delegation for Crowdsourcing
Proceedings of the AAAI Conference on Artificial Intelligence, v. 29, (1), 2015, article number 9337, p. 1305-1311
Yu, Han; Miao, Chunyan; Shen, Zhiqi; Leung, Cyril; Chen, Yiqiang; Yang, Qiang
Lifelong Machine Learning Test
29th AAAI Conference on Artificial Intelligence, AAAI-15, Austin, Texas, USA, 25-30 January 2015
Li, Lianghao; Yang, Qiang
Mining Target Users for Online Marketing Based on App Store Data
Proceedings: 2015 IEEE International Conference on Big Data, Edited by: Howard Ho, Beng Chin Ooi, Mohammed J. Zaki, Xiaohua Hu, Laura Haas, Vipin Kumar, Sudarsan Rachuri, Shipeng Yu, Morris Hui-I Hsiao, Jian Li, Feng Luo, Saumyadipta Pyne, Kemafor Ogan. The Institute of Electrical and Electronics Engineers, Inc., 2015, p. 1043-1052
He, Xiuqiang; Dai, Wenyuan; Cao, Guoxiang; Tang, Ruiming; Yuan, Mingxuan; Yang, Qiang
Question Classification by Approximating Semantics
Proceedings of the 24th International Conference on World Wide Web, New York, NY, USA : ACM, 2015, p. 407-417
Feng, Guangyu; Xiong, Kun; Tang, Yang; Cui, Anqi; Bai, Jing; Li, Hang; Yang, Qiang; Li, Ming
RAIN: Social Role-Aware Information Diffusion
The 29th Association for the Advancement of Artificial Intelligence Conference (AAAI15), Austin, Texas, USA, 25-30 January 2015
Yang, Yang; Tang, Jie; Cane, Leung; Sun, Yi-zhou; Chen, Qi-gong; Li, Juanzi; Yang, Qiang
Sampling Big Trajectory Data
Proceedings of the 24th ACM International on Conference on Information and Knowledge Management, New York, NY, USA : ACM, 2015, p. 941-950
Li, Yanhua; Chow, Chiyin; Deng, Ke; Yuan, Mingxuan; Zeng, Jia; Zhang, Jiadong; Yang, Qiang; Zhang, Zhili
Scalable Parallel EM Algorithms for Latent Dirichlet Allocation in Multi-Core Systems
WWW 2015 - Proceedings of the 24th International Conference on World Wide Web, May 2015, p. 669-679
Liu, Xiaosheng; Zeng, Jia; Yang, Xi; Jianfeng, Yan; Yang, Qiang
Spectral Label Refinement for Noisy and Missing Text Labels
Proceedings of the AAAI Conference on Artificial Intelligence, v. 29, (1), 2015, article number 9560, p. 2972-2978
Song, Yangqiu; Wang, Chenguang; Zhang, Ming; Sun, Hailong; Yang, Qiang
Telco Churn Prediction with Big Data
Proceedings of the ACM SIGMOD International Conference on Management of Data, v. 2015-May, May 2015, p. 607-618
Huang, Yiqing; Zhu, Fangzhou; Yuan, Mingxuan; Deng, Ke; Li, Yanhua; Ni, Bing; Dai, Wenyuan; Yang, Qiang; Zeng, Jia
Transitive Transfer Learning
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 2015-August, August 2015, p. 1155-1164
Tan, Ben; Song, Yangqiu; Zhong, Erheng; Yang, Qiang
User Modeling in Telecommunications and Internet Industry
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 2015-August, 2015, p. 1639-1639
Yang, Qiang


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Article 11

Action-model acquisition for planning via transfer learning
Artificial Intelligence, v. 212, (1), 2014, p. 80-103
Zhuo, Hankzhankui; Yang, Qiang
Bio‐Inspired Photonic‐Crystal Microchip for Fluorescent Ultratrace Detection
Angewandte Chemie - International Edition, v. 53, (23), June 2014, p. 5791-5795
Hou, Jue; Zhang, Huacheng; Yang, Qiang; Li, Mingzhu; Song, Yanlin; Jiang, Lei
Bird Flu Outbreak Prediction via Satellite Tracking
IEEE Intelligent Systems, v. 29, (4), July 2014, article number 6908908, p. 10-17
Zhou, Yuanchun; Tang, Mingjie; Pan, Weike; Li, Jinyan; Wang, Weihang; Shao, Jing; Wu, Liang; Li, Jianhui; Yang, Qiang; Yan, Baoping
Coencapsulation of epirubicin and metformin in PEGylated liposomes inhibits the recurrence of murine sarcoma S180 existing CD133+ cancer stem-like cells
European Journal of Pharmaceutics and Biopharmaceutics, v. 88, (3), 2014, p. 737-745
Yang, Qiang; Zhang, Ting; Wang, Chunling; Jiao, Jiao; Li, Jing; Deng, Yihui
Improvement of Dscam homophilic binding affinity throughout Drosophila evolution
BMC Evolutionary Biology, v. 14, (1), August 2014, article number 186
Wang, Guangzhong; Marini, Simone; Ma, Xinyun; Yang, Qiang; Zhang, Xuegong; Zhu, Yan
Improvement of Dscam homophilic binding affinity throughout Drosophila evolution
International Journal of Biological Markers, v. 29, (4), October 2014, p. e411-e422
Gao, Peng; Wang, Zhanwei; Zhang, Bin; Zou, Yourui; Guo, Hui; Liu, Haibo; Yang, Qiang; Fang, Zhihao; Jiang, Shucai; Shen, Bing; Chow, Louis W.C.; Loo, Wingsty; Ng, Elizabeth L.Y.; Tsang, William
Learning hierarchical task network domains from partially observed plan traces
Artificial intelligence, v. 212 (1), July 2014, Pages 134-157
Zhuo, Hankzhankui; Mu?oz-ávila, Héctor; Yang, Qiang
Multi‐transfer: Transfer learning with multiple views and multiple sources
Statistical Analysis and Data Mining, v. 7, (4), 2014, p. 282-293
Tan, Ben; Zhong, Erheng; Xiang, Evanwei; Yang, Qiang
OceanST: A Distributed Analytic System for Large-Scale Spatiotemporal Mobile Broadband Data
Proceedings of the VLDB Endowment, v. 7, (13), August 2014, p. 1561-1564
Yuan, Mingxuan; Deng, Ke; Zeng, Jia; Li, Yanhua; Ni, Bing; He, Xiuqiang; Wang, Fei; Dai, Wenyuan; Yang, Qiang
Transfer Learning with Graph Co-Regularization
IEEE Transactions on Knowledge and Data Engineering, v. 26, (7), 2014, article number 6544187, p. 1805-1818
Long, Mingsheng; Wang, Jianmin; Ding, Guiguang; Shen, Dou; Yang, Qiang
User Behavior Learning and Transfer in Composite Social Networks
ACM Transactions on Knowledge Discovery from Data, v. 8, (1), 2014, article number 2556613
Zhong, Erheng; Fan, Wei; Yang, Qiang

Conference paper 13

Adaptive User Distance Modeling in Social Media
Proceedings of the 2014 SIAM International Conference on Data Mining, Editors: Mohammed Zaki, Zoran Obradovic, Pang Ning Tan, Arindam Banerjee, Chandrika Kamath and Srinivasan Parthasarathy. Society for Industrial and Applied Mathematics, 2014, p. 316-324
Zhong, Erheng; Fan, Wei; Yang, Qiang
Clinical Analysis of Three Cases of Fungal Esophagitis in Children with Acute Lymphoblastic Leukemia
Pediatric Blood & Cancer, v. 61, (S2), December 2014, p. S262-S263
Mai, H.; Cai, H.; Dai, D.; Bai, D.; Yang, Qiang; Yuan, X.; Li, C.
Crowdsourced Time-sync Video Tagging Using Temporal and Personalized Topic Modeling
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014, p. 721-730
Wu, Bin; Zhong, Erheng; Tan, Ben; Horner, Andrew Brian; Yang, Qiang
Effects of Additives on the Wettability of AgSnO₂ Contact Material
Proceedings of the 5th International Conference on Reliability of Electrical Products and Electrical Contacts, 2014, p. 295-299
Wang, Haitao; Yang, Qiang; Wang, Jing
Linking Heterogeneous Input Spaces with Pivots for Multi-Task Learning
Proceedings of the 2014 SIAM International Conference on Data Mining, v. 1, 2014, p. 181-189
He, Jingrui; Liu, Yan; Yang, Qiang
Mixed-transfer: transfer learning over mixed graphs
Proceedings of the 2014 SIAM International Conference on Data Mining, Editors: Mohammed Zaki, Zoran Obradovic, Pang Ning Tan, Arindam Banerjee, Chandrika Kamath and Srinivasan Parthasarathy. Society for Industrial and Applied Mathematics, 2014, p. 208-216
Tan, Ben; Zhong, Erheng; Ng, Michael; Yang, Qiang
Music emotion recognition by multi-label multi-layer multi-instance multi-view learning
MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia, New York, NY, USA : ACM, 2014, p. 117-126
Wu, Bin; Zhong, Erheng; Horner, Andrew B.; Yang, Qiang
RAIN: Social Role-Aware Information Diffusion
28th AAAI Conference (AAAI-14), Québec, Canada, 27-31 July 2014
Yang, Yang; Tang, Jie; Leung, Cane Wing Ki; Sun, Yizhou; Chen, Qicong; Li, Juanzi; Yang, Qiang
Research on Layout of Measurement Points in Tunnel Lighting Experiment
Applied Mechanics and Materials, v. 580-583, 2014, p. 1024-1028
Yang, Qiang; Liang, Bo; Pan, Guobing; He, Shiyong; Chen, Wei; Dang, Xiaoyu; Wu, Zhiwei
Robust Adaptive Control of Nonlinear Systems with Uncertainties
Applied Mechanics and Materials, v. 568-570, 2014, p. 1108-1112
Liu, Ning; Liu, Yusheng; Yang, Qiang
Scalable heterogeneous translated hashing
Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, 2014, p. 791-800
Wei, Ying; Song, Yangqiu; Zhen, Yi; Liu, Bo; Yang, Qiang
Source Free Transfer Learning for Text Classification
Proceedings of the AAAI Conference on Artificial Intelligence, v. 28, (1), 2014, article number 8721, p. 122-128
Lu, Zhongqi; Zhu, Yin; Pan, Sinnojialin; Xiang, Evanwei; Wang, Yujing; Yang, Qiang
Temporal skeletonization on sequential data: Patterns, categorization, and visualization
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, United States : Association for Computing Machinery, 2014, p. 1336-1345
Liu, Chuanran; Zhang, Kai; Xiong, Hui; Jiang, Geoff; Yang, Qiang


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Article 9

Backstepping Sliding Mode Control of PMSM Based on dSPACE
Micromotors, v. 46, (3), March 2013
Yang, Q.; Liu, W.; Zhang, M.
Coordinated energy dispatching in microgrid with wind power generation and plug-in electric vehicles
IEEE Transactions on Smart Grid, v. 4, (3), 2013, article number 6576221, p. 1453-1463
Wu, Ting; Yang, Qiang; Bao, Zhejin; Yan, Wenjun
Feature Engineering for Semantic Place Prediction
Pervasive and Mobile Computing, v. 9, (6), December 2013, p. 772-783
Zhu, Yin; Zhong, Erheng; Lu, Zhongqi; Yang, Qiang
HapBoost: A Fast Approach to Boosting Haplotype Association Analyses in Genome-Wide Association Studies
IEEE/ACM Transactions on Computational Biology and Bioinformatics, v. 10, (1), 2013, article number 6419694, p. 207-212
Wan, Xiang; Yang, Can; Yang, Qiang; Zhao, Hongyu; Yu, Weichuan
Multicast virtual network mapping for supporting multiple description coding-based video applications
Computer Networks, v. 57, (4), March 2013, p. 990-1002
Miao, YuTing; Yang, Qiang; Wu, Chunming; Jiang, Ming; Chen, Jinzhou
The Complete Compositional Epistasis Detection in Genome-wide Association Studies
BMC Genetics, v. 14, February 2013, article number 7
Wan, Xiang; Yang, Can; Yang, Qiang; Zhao, Hongyu; Yu, Weichuan
Thermal shock resistance of a ZrB2-SiC-graphite composite in low oxygen partial pressure environment
Ceramics International, v. 39, (5), July 2013, p. 5591-5596
Jin, Hua; Meng, Songhe; Yang, Qiang; Zhu, Yanwei
Transfer learning in heterogeneous collaborative filtering domains
Artificial Intelligence, v. 197, 2013, p. 39-55
Pan, Weike; Yang, Qiang
User demographics prediction based on mobile data
Pervasive and mobile computing, v. 9, (6), December 2013, p. 823-837
Zhong, Erheng; Tan, Ben; Mo, Kaixiang; Yang, Qiang

Conference paper 16

Active Transfer Learning for Cross-system Recommendation
Proceedings of the AAAI Conference on Artificial Intelligence, v. 27, (1), 2013, article number 8458, p. 1205-1211
Zhao, Lili; Pan, Sinnojialin; Xiang, Evanwei; Zhong, Erheng; Lu, Zhongqi; Yang, Qiang
Big Data, Lifelong Machine Learning and Transfer Learning
Proceedings of the 6th ACM International Conference on Web Search and Data Mining, New York, NY, USA : ACM, 2013, p. 505
Yang, Qiang
Collaborative Boosting for Activity Classification in Microblogs
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, New York, NY, USA : ACM, 2013, p. 482-490
Song, Yangqiu; Lu, Zhengdong; Leung, Cane Wing Ki; Yang, Qiang
Contextual Rule-based Feature Engineering for Author-paper Identification
Proceedings of the 2013 KDD Cup 2013 Workshop, New York, NY, USA : ACM, 2013
Zhong, Erheng; Li, Lianghao; Wang, Naiyan; Tan, Ben; Zhu, Yin; Zhao, Lili; Yang, Qiang
Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels
30th International Conference on Machine Learning, ICML 2013, (PART 2), 2013, p. 1425-1432
Zhang, Kai; Zheng, Vincentwenchen; Wang, Qiaojun; Kwok, James Tin Yau; Yang, Qiang; Mar?i?, Ivan
Cross-task Crowdsourcing
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, New York, NY, USA : ACM, 2013, p. 677-685
Mo, Kaixiang; Zhong, Erheng; Yang, Qiang
General Functional Matrix Factorization Using Gradient Boosting
30th International Conference on Machine Learning, ICML 2013, (Part 1), 2013, p. 436-444
Chen, Tianqi; Li, Hang; Yang, Qiang; Yu, Yong
Lifelong Machine Learning Systems: Beyond Learning Algorithms
AAAI Spring Symposium - Technical Report, (SS-13-05), 2013, p. 49-55
Silver, Daniel L.; Yang, Qiang; Li, Lianghao
Modeling the Dynamics of Composite Social Networks
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, New York, NY, USA : ACM, 2013, p. 937-945
Zhong, Erheng; Fan, Wei; Zhu, Yin; Yang, Qiang
Multi-Transfer: Transfer Learning with Multiple Views and Multiple Sources
Proceedings of the 2013 SIAM International Conference on Data Mining, Editors: Joydeep Ghosh, Zoran Obradovic, Jennifer Dy, Zhi-Hua Zhou, Chandrika Kamath and Srinivasan Parthasarathy. Society for Industrial and Applied Mathematics, 2013, p. 243-251
Tan, Ben; Zhong, Erheng; Xiang, Wei; Yang, Qiang
Online hashing
IJCAI International Joint Conference on Artificial Intelligence, 2013, p. 1422-1428
Huang, Longkai; Yang, Qiang; Zheng, Wei-Shi
Predicting User Activity Level in Social Networks
Proceedings of the 22nd ACM International Conference on Information & Knowledge Management, New York, NY, USA : ACM, 2013, p. 159-168
Zhu, Yin; Zhong, Erheng; Pan, Sinnojialin; Wang, Xiao; Zhou, Minzhe; Yang, Qiang
Proceedings of the 2013 IEEE International Conference on Big Data
Proceedings of the 2013 IEEE International Conference on Big Data, 2013
Hu, Xiaohua; Lin, Tsau Young; Raghavan, Vijay; Wah, Benjamin; Baeza-yates, Ricardo; Fox, Geoffrey; Shahabi, Cyrus; Yang, Qiang
Proceedings of the 7th ACM conference on Recommender systems
Proceedings of the 7th ACM conference on Recommender systems (RecSys 2013), 2013
Yang, Qiang; King, Irwin; Li, Qing; Pu, Pearl; Karypis, George
Selective Transfer Learning for Cross Domain Recommendation
SIAM International Conference on Data Mining 2013, SMD 2013, v. 2013, 2013, p. 641-649
Lu, Zhongqi; Zhong, Erheng; Zhao, Lili; Xiang, Evan Wei; Pan, Weike; Yang, Qiang
Smart Hashing Update for Fast Response
IJCAI International Joint Conference on Artificial Intelligence, 2013, p. 1855-1861
Yang, Qiang; Huang, Longkai; Zheng, Wei-Shi; Ling, Yingbiao


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Article 11

Clinical observation of Tongyangjiangni formulae in intervene of immature verrucosa gastritis
China Journal of Traditional Chinese Medicine and Pharmacy, v. 6, 2012, Article number 078
Shi, Lijie; Yang, Qiang; Wang, Jing
Effects of Huayu Tongyang Enema Recipe on hypercoagulation in ulcerative colitis patients
China Journal of Traditional Chinese Medicine and Pharmacy, v. 8, 2012, Article number 052
Shi, Lijie; Yang, Qiang; Gou, Jing; Chen, Daquan; Wang, Jing; Zhou, Zhenghua
General chairs' welcome message
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2012; Beijing; China, 12 August 2012 through 16 August 2012; Code 92573, Pages iii
Yang, Qiang; Shen, Dou
Introduction to the Special Section on the 2nd Asia Conference on Machine Learning (ACML 2010)
ACM Transactions on Intelligent Systems and Technology, v. 3, (2), February 2012, Article number 27
Sugiyama, Masashi; Yang, Qiang
Preface
Journal of Computer Science and Technology, v. 27, (3), January 2012, Pages 451-454
Yang, Qiang; Tang, Jie; Zhang, Lei; Cao, Bin
Preface
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine-12 - Held in Conjunction with SIGKDD Conference; Beijing; China, 12 August 2012 through 12 August 2012; Code 92783, 12 August 2012 through 12 August 2012; Code 92783
Fan, Wei; Bifet, Albert; Yang, Qiang; Yu, Philip
SMS Spam Detection Using Noncontent Features
IEEE Intelligent Systems, v. 27, (6), November 2012, Article number 6133257, Pages 44-51
Xu, Qian; Xiang, Evanwei; Yang, Qiang; Du, Jiachun; Zhong, Jieping
The effect of P-chiral center on helical conformation of optically active N-propargylphosphonamidates
E-Polymers, v. 12, (1), 2012, p. 367 - 375
Lu, Lihua; Mo, Jiaoli; Yang, Qiang; Zhang, Liqun; Wang, Weimin; Yue, Dongmei
Towards mobile intelligence: Learning from GPS history data for collaborative recommendation
Artificial intelligence, v.184-185, June 2012, Pages 17-37
Zheng, Vincentwenchen; Zheng, Yu; Xie, Xing; Yang, Qiang
Tracking mobile users in wireless networks via semi-supervised colocalization
IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 34, (3), March 2012, article number 5989824, p. 587-600
Pan, JeffreyJunfeng; Pan, Sinnojialin; Yin, Jie; Ni, Lionel Ming-Shuan; Yang, Qiang
Where is the user in multimedia retrieval?
IEEE Multimedia, v. 19, (4), 2012, Article number 6338943, Pages 6-10
Worring, Marcel; Sajda, Paul; Santini, Simone; Shamma, David Ayman; Smeaton, Alan F.; Yang, Qiang

Book 1

Crafting Your Research Future: A Guide to Successful Master's and Ph.D. Degrees in Science & Engineering
Crafting Your Research Future: A Guide to Successful Master's and Ph.D. Degrees in Science & Engineering / Ling, Charles., Yang, Qiang.. Morgan & Claypool, 2012
Ling, Charles; Yang, Qiang

Book chapter 1

Transfer learning for text mining
Mining Text Data / v. 9781461432234, 1 August 2012, p. 223-257
Pan, Weike; Zhong, Erheng; Yang, Qiang

Conference paper 23

A demonstration of mining significant places from cell ID trajectories through a geo-grid based approach
Proceedings - 2012 IEEE 13th International Conference on Mobile Data Management, MDM 2012, Bengaluru, Karnataka; India, 23 July 2012 through 26 July 2012; Category numberE4713; Code 94301, Article number 6341412, Pages 328-331
Bao, Tengfei; Cao, Huanhuan; Yang, Qiang; Chen, Enhong; Tian, Jilei
A dual-active spatial cloaking algorithm for location privacy preserving in mobile peer-to-peer networks
IEEE Wireless Communications and Networking Conference, WCNC 2012, Paris, France, 1 - 4 April 2012, Article number 6214137, p. 2098-2102
Che, Yanzhe; Yang, Qiang; Hong, Xiaoyan
A habit mining approach for discovering similar mobile users
World Wide Web 2012, Lyon, France, 16-20 April, 2012, p. 231-240
Ma, Haiping; Cao, Huanhuan; Yang, Qiang; Chen, Enhong; Tian, Jilei
A machine learning approach for instance matching based on similarity metrics
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11th International Semantic Web Conference, ISWC 2012; Boston, MA; United States, v. 7649 LNCS, (PART 1), 11 November 2012 through 15 November 2012; Code 93624, Pages 460-475
Rong, Shu; Niu, Xing; Xiang, Evanwei; Wang, Haofen; Yang, Qiang; Yu, Yong
A mouse-trajectory based model for predicting query-url relevance
Proceedings of the AAAI Conference on Artificial Intelligence, v. 26, (1), 2012, article number 8109, p. 143-149
Song, Hengjie; Liao, Ruoxue; Zhang, Xiangliang; Miao, Chunyan; Yang, Qiang
A Noise-aware click model for web search
WSDM 2012 - Proceedings of the 5th ACM International Conference on Web Search and Data Mining, Seattle, WA; United States, 8 February 2012 through 12 February 2012; Code 88851, p. 313-322
Chen, Weizhu; Wang, Dong; Zhang, Yuchen; Chen, Zheng; Singla, Adish Kumar; Yang, Qiang
Action-model based multi-agent plan recognition
Advances in Neural Information Processing Systems 25, 1, 2012, article number 96883, p. 368-376
Zhuo, Hankzhankui; Yang, Qiang; Kambhampati, Subbarao
Beyond ten blue links: Enabling user click modeling in federated Web search
WSDM 2012 - Proceedings of the 5th ACM International Conference on Web Search and Data Mining; Seattle, WA; United States, 8 February 2012 through 12 February 2012; Code 88851, Pages 463-472
Chen, Danqi; Chen, Weizhu; Wang, Haixun; Chen, Zheng; Yang, Qiang
Contextual collaborative filtering via hierarchical matrix factorization
Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012, Anaheim, CA; United States, 26 April 2012 through 28 April 2012; Code 97723, Pages 744-755
Zhong, Erheng; Fan, Wei; Yang, Qiang
Cross-domain co-extraction of sentiment and topic lexicons
50th Annual Meeting of the Association for Computational Linguistics, ACL 2012 - Proceedings of the Conference, Jeju Island; South Korea, v. 1, 8 July 2012 through 14 July 2012; Code 97156, Pages 410-419
Li, Fangtao; Pan, Sinnojialin; Jin, Ou; Yang, Qiang; Zhu, Xiaoyan
Discovering spammers in social networks
Proceedings of the AAAI Conference on Artificial Intelligence, v. 26, (1), 2012, article number 8116, p. 171-177
Zhu, Yin; Xiao, Wang; Zhong, Erheng; Liu, Nan; Li, He; Yang, Qiang
Discriminative factor alignment across heterogeneous feature space
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2012 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2012; Bristol; United Kingdom, v. 7524, (PART 2), 24 September 2012 through 28 September 2012; Code 93009, Pages 757-772
Hu, Fangwei; Chen, Tianqi; Liu, Nathannan; Yang, Qiang; Yu, Yong
Mining significant places from cell ID trajectories: A geo-grid based approach
Proceedings - 2012 IEEE 13th International Conference on Mobile Data Management, MDM 2012, Bengaluru, Karnataka; India, 23 July 2012 through 26 July 2012, Category numberE4713; Code 94301, Article number 6341404, Pages 288-293
Bao, Tengfei; Cao, Huanhuan; Yang, Qiang; Chen, Enhong; Tian, Jilei
Personalized click model through collaborative filtering
WSDM 2012 - Proceedings of the 5th ACM International Conference on Web Search and Data Mining, WSDM 2012; Seattle, WA; United States, 8 February 2012 through 12 February 2012; Code 88851, Pages 323-332
Shen, Si; Hu, Botao; Chen, Weizhu; Yang, Qiang
Rating Prediction with Informative Ensemble of Multi-Resolution Dynamic Models.
JMLR: Workshop and Conference Proceedings, 2012, p. 75-97
Zheng, Zhao; Chen, Tianqi; Liu, Nathan Nan; Yang, Qiang; Yu, Yong
Report of Task 3: Your Phone Understands You
The Mobile Data Challenge 2012 (by Nokia), Workshop, Newcastle, UK, 18-19 June 2012
Mo, Kaixiang; Tan, Ben; Zhong, Erheng; Yang, Qiang
Short-term electricity price forecasting based on MPSO-BP algorithm
Advanced Materials Research, 2012 International Conference on Manufacturing Engineering and Automation, ICMEA 2012; Guangzhou; China, v. 591-593, 16 November 2012 through 18 November 2012; Code 94388, Pages 1351-1355
Dong, Yu; Yang, Qiang; Yan, Wenjun
SMART: Semi-Supervised Music Emotion Recognition with Social Tagging
Proceedings of SIAM International Conference on Data Mining, v. , 2013, p. 279-287
Wu, Bin; Zhong, Erheng; Hu, Derek Hao; Horner, Andrew Brian; Yang, Qiang
Social contextual recommendation
21st ACM International Conference on Information and Knowledge Management, CIKM 2012; Maui, HI; United States, 29 October 2012 through 2 November 2012; Code 94401, Pages 45-54
Jiang, Meng; Cui, Peng; Liu, Rui; Yang, Qiang; Wang, Fei; Zhu, Wenwu; Yang, Shiqiang
Social recommendation across multiple relational domains
21st ACM International Conference on Information and Knowledge Management, CIKM 2012, United States, 29 October 2012 through 2 November 2012; Code 94401, Pages 1422-1431
Jiang, Meng; Cui, Peng; Wang, Fei; Yang, Qiang; Zhu, Wenwu; Yang, Shiqiang
Surrounding context and episode awareness using dynamic bluetooth data
Proceedings of the 14th International ACM Conference on Ubiquitous Computing, UbiComp 2012; Pittsburgh, PA; United States, 5 September 2012 through 8 September 2012; Code 93177, Pages 629-630
Chen, Yiqiang; Chen, Zhenyu; Liu, Junfa; Hu, Derekhao; Yang, Qiang
Transfer learning in collaborative filtering with uncertain ratings
Proceedings of the AAAI Conference on Artificial Intelligence, v. 26, (1), 2012, article number 8197, p. 662-668
Pan, Weike; Xiang, Wei Evan; Yang, Qiang
Transfer learning with graph co-regularization
Proceedings of the AAAI Conference on Artificial Intelligence, v. 26, (1), 2012, article number 8290, p. 1033-1039
Long, Mingsheng; Wang, Jianmin; Ding, Guigang; Shen, Dou; Yang, Qiang


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Article 19

A Hidden Two-locus Disease Association Pattern in Genome-wide Association Studies
BMC bioinformatics, v. 12, (156), May 2011, article number 156, p. 1-14
Yang, Can; Wan, Xiang; Yang, Qiang; Xue, Hong; Tang, Nelson L.S.; Yu, Weichuan
A resource-efficient load balancing algorithm for network virtualization
Chinese Journal of Electronics, v. 20, (4), October 2011, Pages 667-670
Liao, Shengquan; Wu, Chunming; Yang, Qiang; Wang, Baojin; Jiang, Ming
A Survey of Transfer and Multitask Learning in Bioinformatics.
Journal of Computing Science and Engineering, v. 5, (3), September 2011, p. 257-268
Xu, Qian; Yang, Qiang
Best papers from the Fifth International Conference on Advanced Data Mining and Applications (ADMA 2009)
Knowledge and information systems, v. 27, (2), May 2011, Pages 163-164
Pei, Jian; Gama, Jo?o M.P.; Yang, Qiang; Huang, Ronghuai; Li, Xue
Cross-domain activity recognition via transfer learning
Pervasive and mobile computing, v. 7, (3), June 2011, p. 344-358
Hu, Derekhao; Zheng, Vincentwenchen; Yang, Qiang
Domain Adaptation via Transfer Component Analysis
IEEE transactions on neural networks, v. 22, (2), February 2011, Article number 5640675, p. 199-210
Pan, Sinnojialin; Tsang, Ivor; Kwok, James Tin Yau; Yang, Qiang
Identifying Disease-associated SNP Clusters via Contiguous Outlier Detection
Bioinformatics, v. 27, (18), September 2011, article number btr424, p. 2578-2585
Yang, Can; Zhou, Xiaowei; Wan, Xiang; Yang, Qiang; Xue, Hong; Yu, Weichuan
In silico protein-protein interaction prediction with sequence alignment and classifier stacking
Current protein & peptide science, v. 12, (7), November 2011, Pages 614-620
Marini, Simone; Xu, Qian; Yang, Qiang
Introduction to the special issue on intelligent systems for activity recognition
ACM Transactions on Intelligent Systems and Technology, v. 2, (1), January 2011, Article number 1
Zhang, Daqing; Philipose, Matthai; Yang, Qiang
Learning bidirectional asymmetric similarity for collaborative filtering via matrix factorization
Data mining and knowledge discovery, v. 22, May 2011, p. 393-418
Cao, Bin; Yang, Qiang; Sun, Jiantao; Chen, Zheng
Load modeling of power system considering time-variant load and dynamic compensation
Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control\gv. 39, (17), 1 September 2011, Pages 17-21+59
Yang, Qiang; Hao, Wenbin; Hong, X.L.; Liu, Yusheng
Multi-platform gene-expression mining and marker gene analysis
International journal of data mining and bioinformatics, v. 5, (5), October 2011, p. 485-503
Xu, Qian; Xue, Hong; Yang, Qiang
Multitask learning for protein subcellular location prediction
IEEE/ACM Transactions on Computational Biology and Bioinformatics, v. 8, (3), 2011, Article number 5453335, p. 748-759
Xu, Qian; Pan, Sinnojialin; Xue, Hong; Yang, Qiang
Preface
Proceedings - 11th IEEE International Conference on Data Mining Workshops, ICDMW 2011; Vancouver, BC; Canada; 11 December 2011 through 11 December 2011; Code 88561
Li, Bin; Zhu, Xingquan; Yang, Qiang; Bareinboim, Elias; Chen, Jianhui; Hardoon, David Roi; Lee, Honglak; Pan, Sinnojialin; Sugiyama, Masashi; Zhang, Kai
Radiofrequency ablation versus hepatic resection for solitary colorectal liver metastasis: a Meta-analysis
World Journal of Gastroenterology, v.17, (36), 2011, p. 4143-4148
Xu, Hao; Wang, Jiasheng; Yang, Heng; Liu, Yang; Yang, Qiang
Structural Regularized Support Vector Machine: A Framework for Structural Large Margin Classifier
IEEE transactions on neural networks, v. 22, (4), April 2011, Article number 5724308, p. 573-587
Xue, Hui; Chen, Songcan; Yang, Qiang
Trace-Oriented Feature Analysis for Large-Scale Text Data Dimension Reduction
IEEE transactions on knowledge and data engineering, v. 23, (7), July 2011, Article number 5416720, p. 1103-1117
Yan, Jun; Liu, Ning; Yan, Shuicheng; Yang, Qiang; Fan, Weiguo; Wei, Wei; Chen, Zheng
Transfer Learning by Reusing Structured Knowledge
The AI magazine, v. 32, (2), June 2011, Pages 95-106
Yang, Qiang; Zheng, Vincentwenchen; Li, Bin; Zhuo, Hankzhankui
Transferring network topological knowledge for predicting protein-protein interactions
Proteomics, v. 11, (19), October 2011, Pages 3818-3825
Xu, Qian; Xiang, Evanwei; Yang, Qiang

Book chapter 3

Activity recognition from trajectory data
Computing with Spatial Trajectories / Edited by Yu Zheng, Xiaofang Zhou. New York: Springer, 2011, p. 179-212
Zhu, Yin; Zheng, Vincentwenchen; Yang, Qiang
Distributed Transfer Learning via Cooperative Matrix Factorization
Scaling Up Machine Learning: Parallel and Distributed Approaches / 1 January 2011, Pages 331-351
Xiang, Evanwei; Liu, Nathan; Yang, Qiang
Transfer Learning, Multi-Task Learning and Cost-Sensitive Learning
Cost-Sensitive Machine Learning / Editor(s): Balaji Krishnapuram, Shipeng Yu, R. Bharat Rao. Boca Raton : CRC Press, 2011, p. 61-86
Zhang, Yu; Yang, Qiang

Conference paper 25

A whole page click model to better interpret search engine click data
Proceedings of the AAAI Conference on Artificial Intelligence, v. 25, (1), 2011, article number 8084, p. 1140-1145
Chen, Weizhu; Ji, Zhanglong; Shen, Si; Yang, Qiang
Active dual collaborative filtering with both item and attribute feedback
Proceedings of the AAAI Conference on Artificial Intelligence, v. 25, (1), 2011, article number 8085, p. 1186-1191
He, Luheng; Liu, Nathannan; Yang, Qiang
Bayesian nonparametric modeling of user activities
TDMA'11 - Proceedings of the 2011 International Workshop on Trajectory Data Mining and Analysis, Co-located with UbiComp 2011; Beijing; China, 18 September 2011 through 18 September 2011; Code 86883, Pages 1-4
Zhu, Yin; Arase, Yuki; Xie, Xing; Yang, Qiang
Characterizing Inverse Time Dependency in Multi-class Learning
Proceedings - 11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC; Canada, 11 December 2011 through 14 December 2011; Category numberP4408; Code 88560, Article number 6137308, p. 1020-1025
Chen, Danqi; Chen, Weizhu; Yang, Qiang
Characterizing search intent diversity into click models
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad; India, 28 March - 1 April 2011, Code 95401, p. 17-26
Hu, Botao; Zhang, Yuchen; Chen, Weizhu; Wang, Gang; Yang, Qiang
Communication infrastructures for distributed control of power distribution networks
IEEE Transactions on Industrial Informatics, v. 7, (2), May 2011, Article number 5746548, Pages 316-327
Yang, Qiang; Barria, Javier; Green, Tim
Cross-domain action-model acquisition for planning via web search
ICAPS 2011 - Proceedings of the 21st International Conference on Automated Planning and Scheduling, Freiburg; Germany, 11 June 2011 through 16 June 2011; Code 87034, p. 298-305
Zhuo, Hankzhankui; Yang, Qiang; Pan, Rong; Li, Lei
Distance metric learning under covariate shift
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, 16- 22 July 2011, p. 1204-1210
Cao, Bin; Ni, Xiaochuan; Sun, Jian-Tao; Wang, Gang; Yang, Qiang
Heterogeneous Transfer Learning for Image Classification
Proceedings of the AAAI Conference on Artificial Intelligence, v. 25, (1), 2011, article number 8090, p. 1304-1309
Zhu, Yin; Chen, Yuqiang; Lu, Zhongqi; Pan, Sinnojialin; Xue, Guirong; Yu, Yong; Yang, Qiang
Hunting or waiting? Discovering passenger-finding strategies from a large-scale real-world taxi dataset
2011 IEEE International Conference on Pervasive Computing and Communications Workshops, PERCOM Workshops 2011, Seattle, WA; United States, 21 March 2011 through 25 March 2011; Category numberCFP11344-ART; Code 84991, Article number 5766967, Pages 63-68
Li, Bin; Zhang, Daqing; Sun, Lin; Chen, Chao; Li, Shijian; Qi, Guande; Yang, Qiang
Incorporating reviewer and product information for review rating prediction
22nd International Joint Conference on Artificial Intelligence, IJCAI 2011; Barcelona, Catalonia; Spain, 16 July 2011 through 22 July 2011; Code 97874, p. 1820-1825
Li, Fangtao; Liu, Nathannan; Jin, Hongwei; Zhao, Kai; Yang, Qiang; Zhu, Xiaoyan
Introduction to special issue on computational sustainability
ACM Transactions on Intelligent Systems and Technology, v. 2, (4), July 2011, Article number 31
Gomes, Carla; Yang, Qiang
Learning action models for multi-agent planning
10th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2011, Taipei; Taiwan, v. 1, May 2011 through 6 May 2011; Code 104775, Pages 201-208
Zhuo, Hankzhankui; Mu?oz-ávila, Héctor; Yang, Qiang
On the design for AGVs: Modeling, path planning and localization
2011 IEEE International Conference on Mechatronics and Automation, ICMA 2011; Beijing; China g7 August 2011 through 10 August 2011; Category numberCFP11839-CDR; Code 87274, Article number 5985974, Pages 1515-1520
Sun, Qi; Liu, Hui; Yang, Qiang; Yan, Wenjun
Query-Adaptive Ranking with Support Vector Machines for Protein Homology Prediction
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7th International Symposium on Bioinformatics Research and Applications, ISBRA 2011; Changsha; China, v. 6674 LNBI, 27 May 2011 through 29 May 2011; Code 84778, Pages 320-331
Fu, Yan; Pan, Rong; Yang, Qiang; Gao, Wen
Social-behavior Transfer Learning for Recommendation Systems
Proc. of Workshop on Social Web Mining, Barcelona, Spain, 18 July 2011
Xu, Qian; Xiang, Evaneei; Yang, Qiang
Source-selection-free transfer learning
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, 16 - 22 July 2011, p. 2355-2360
Xiang, Evan Wei; Pan, Sinno Jalin; Pan, Weike; Su, Jian; Yang, Qiang
The Choice of Null Distributions for Detecting Gene-Gene Interactions in Genome-Wide Association Studies
BMC Bioinformatics, v. 12, (Supplement 1), February 2011, article number S26
Yang, Can; Wan, Xiang; He, Zengyou; Yang, Qiang; Xue, Hong; Yu, Weichuan
Transfer learning by structural analogy
Proceedings of the AAAI Conference on Artificial Intelligence, v. 25, (1), 2011, article number 7907, p. 513-518
Wang, Huayan; Yang, Qiang
Transfer learning for activity recognition via sensor mapping
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, 16 - 22 July 2011, p. 1962-1967
Hu, Derekhao; Yang, Qiang
Transfer learning to predict missing ratings via heterogeneous user feedbacks
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, 16 - 22 July 2011, p. 2318-2323
Pan, Weike; Liu, Nathan N.; Xiang, Evan W.; Yang, Qiang
Transferring topical knowledge from auxiliary long texts for short text clustering
20th ACM International Conference on Information and Knowledge Management, Proceedings, CIKM'11; Glasgow; United Kingdom, 24 October 2011 through 28 October 2011; Code 87555, p. 775-784
Jin, Ou; Liu, Nathannan; Zhao, Kai; Yu, Yong; Yang, Qiang
User-click modeling for understanding and predicting search-behavior
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, USA, 2011 p. 1388-1396
Zhang, Yuchen; Chen, Weizhu; Wang, Dong; Yang, Qiang
User-dependent aspect model for collaborative activity recognition
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, 16 - 22 July 2011, p. 2085-2090
Zheng, Vincent W.; Yang, Qiang
Wisdom of the better few: Cold start recommendation via representative based rating elicitation
RecSys'11 - Proceedings of the 5th ACM Conference on Recommender Systems, Chicago, IL; United States, 23 October 2011 through 27 October 2011; Code 87514, p. 37-44
Liu, Nathannan; Meng, Xiangrui; Liu, Chao; Yang, Qiang


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Article 17

A Recombination Hotspot in a Schizophrenia-Associated Region of GABRB2
PLoS ONE, v. 5, (3), 8 March 2010, Article number e9547
Ng, Siu Kin; Lo, Wing Sze; Pun, Frank Wing; Zhao, Cunyou; Yu, Zhiliang; Chen, Jianhuan; Tong, Ka Lok; Xu, Zhiwen; Tsang, Shui Ying; Yang, Qiang; Yu, Weichuan; Nimgaonkar, Vishwajit Laxmikant; Stober, Gerald; Harano, Mutsuo; Xue, Hong
A Survey on Transfer Learning
IEEE transactions on knowledge and data engineering, v. 22, (10), 2010, OCT, Article number 5288526, Pages 1345-1359
Pan, Sinnojialin; Yang, Qiang
Acquiring knowledge from inconsistent data sources through weighting
Data and Knowledge Engineering, v. 69, (8), August 2010, Pages 779-799
Zhang, Shichao; Chen, Qingfeng; Yang, Qiang
BOOST: A Fast Approach to Detecting Gene-Gene Interactions in Genome-wide Case-Control Studies
American Journal of Human Genetics, v. 87, (3), September 2010, p. 325-340
Wan, Xiang; Yang, Can; Yang, Qiang; Xue, Hong; Fan, Xiaodan; Tang, Nelson L.S.; Yu, Weichuan
Bridging Domains Using World Wide Knowledge for Transfer Learning
IEEE transactions on knowledge and data engineering, v. 22, (6), 2010, JUN, Article number 5416717, Pages 770-783
Xiang, Evanwei; Cao, Bin; Hu, Derekhao; Yang, Qiang
Detecting Two-locus Associations Allowing for Interactions in Genome-wide Association Studies
Bioinformatics, v. 26, (20), August 2010, article number btq486, p. 2517-2525
Wan, Xiang; Yang, Can; Yang, Qiang; Xue, Hong; Tang, Nelson L.S.; Yu, Weichuan
Guest editor's introduction: Introduction to mobile information retrieval
IEEE Intelligent Systems, v. 25, (1), 2010, Article number 5432256, Pages 11-15
Tsai, Flora; Etoh, Minoru; Xie, Xing; Lee, Wangchien; Yang, Qiang
In-silico prediction of blood-secretory human proteins using a ranking algorithm
BMC bioinformatics, v. 11, 14 May 2010, Article number 250
Liu, Qi; Cui, Juan; Yang, Qiang; Xu, Ying
Introduction to ACM TIST
ACM Transactions on Intelligent Systems and Technology, v. 1, (1), October 2010, Article number 1858949
Yang, Qiang
Learning complex action models with quantifiers and logical implications
Artificial Intelligence, v. 174, (18), December 2010, Pages 1540-1569
Zhuo, Hankzhankui; Yang, Qiang; Hu, Derekhao; Li, Lei
Learning with Positive and Unlabeled Examples Using Topic-Sensitive PLSA
IEEE transactions on knowledge and data engineering, v. 22, (1), January 2010, Article number 4796195, Pages 46-58
Zhou, Ke; Xue, Gui-Rong; Yang, Qiang; Yu, Yong
Multi-task learning for cross-platform siRNA efficacy prediction: an in-silico study
BMC bioinformatics, v. 11, 10 April 2010, Article number 181
Liu, Qi; Xu, Qian; Zheng, Vincentwenchen; Xue, Hong; Cao, Zhiwei; Yang, Qiang
Predictive Rule Inference for Epistatic Interaction Detection in Genome-wide Association Studies
Bioinformatics, v. 26, (1), January 2010, article number btp622, p. 30-37
Wan, Xiang; Yang, Can; Yang, Qiang; Xue, Hong; Tang, Nelson L.S.; Yu, Weichuan
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining: Foreword
Proceedings of 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD-2010; Washington, DC; United States, 25 July 2010 through 28 July 2010; Code 81576, Pages iii-iv
Tomkins, Andrew; Yang, Qiang; Rao, R. Bharat; Krishnapuram, Balaji
Social Learning INTRODUCTION
IEEE intelligent systems, v. 25, (4), July 2010, p. 9-11
Yang, Qiang; Zhou, Zhihua; Mao, Wenji; Li, Wei; Liu, Nathan Nan
Three challenges in data mining
Frontiers of Computer Science in China, v. 4, (3), 2010, Pages 324-333
Yang, Qiang
Vlogging: A Survey of Videoblogging Technology on the Web
ACM computing surveys, v. 42, (4), June 2010, Article number 15
Gao, Wen; Tian, Yonghong; Huang, Tie Jun; Yang, Qiang

Conference paper 24

Adapting neighborhood and matrix factorization models for context aware recommendation
ACM International Conference Proceeding Series, 2010, p. 7-13
Liu, Nathan N.; Cao, Bin; Zhao, Min; Yang, Qiang
Adaptive Transfer Learning
Proceedings of the AAAI Conference on Artificial Intelligence, v. 24, (1), 2010, article number 7682, p. 407-412
Cao, Bin; Pan, Jialin; Zhang, Yu; Yeung, Dit Yan; Yang, Qiang
An effective approach for mining mobile user habits
19th International Conference on Information and Knowledge Management and Co-located Workshops, CIKM'10, Proceedings, Toronto, ON; Canada, 26 October 2010 through 30 October 2010; Code 82879, Pages 1677-1680
Cao, Huanhuan; Bao, Tengfei; Yang, Qiang; Chen, Enhong; Tian, Jilei
Clickthrough log analysis by collaborative ranking
Proceedings of the AAAI Conference on Artificial Intelligence, v. 24, (1), 2010, article number 7579, p. 224-229
Cao, Bin; Shen, Dou; Wang, Kuansan; Yang, Qiang
Collaborative filtering meets mobile recommendation: A user-centered approach
Proceedings of the AAAI Conference on Artificial Intelligence, v. 24, (1), 2010, article number 7577, p. 236-241
Zheng, Wenchen Vincent; Cao, Bin; Zheng, Yu; Xie, Xing; Yang, Qiang
Collaborative location and activity recommendations with GPS history data
Proceedings of the 19th International Conference on World Wide Web, WWW '10, WWW2010; Raleigh, NC; United States, 26 April 2010 through 30 April 2010; Code 80975, Pages 1029-1038
Zheng, Vincentwenchen; Zheng, Yu; Xie, Xing; Yang, Qiang
Cross Validation Framework to Choose amongst Models and Datasets for Transfer Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2010; Barcelona; Spain, v. 6323, 20 September 2010 through 24 September 2010; Code 81973, Pages 547-562
Zhong, Erheng; Fan, Wei; Yang, Qiang; Verscheure, Olivier; Ren, Jiangtao
Cross-domain sentiment classification via spectral feature alignment
Proceedings of the 19th International Conference on World Wide Web, WWW '10, WWW2010; Raleigh, NC; United States, 26 April 2010 through 30 April 2010; Code 80975, Pages 751-760
Pan, Sinnojialin; Ni, Xiaochuan; Sun, Jiantao; Yang, Qiang; Chen, Zheng
Generalized and Heuristic-Free Feature Construction for Improved Accuracy
Proceedings of the 10th SIAM International Conference on Data Mining, SDM, Columbus, OH, United States, 29 April - 1 May 2010, Code 97721, Pages 629-640
Fan, Wei; Zhong, Erheng; Peng, Jing; Verscheure, Olivier; Zhang, Kun; Ren, Jiangtao; Yan, Rong; Yang, Qiang
Guest editor's introduction: Introduction to mobile information retrieval
IEEE Intelligent Systems, v. 25, (1), 2010, Article number 5432256, Pages 11-15
Tsai, Flora; Etoh, Minoru; Xie, Xing; Lee, Wangchien; Yang, Qiang
Identifying Main Effects and Epistatic Interactions from Large-scale SNP Data via Adaptive Group Lasso
BMC Bioinformatics, v. 11, (Supplement 1), January 2010, article number S18
Yang, Can; Wan, Xiang; Yang, Qiang; Xue, Hong; Yu, Weichuan
Indoor localization in multi-floor environments with reduced effort
2010 8th IEEE International Conference on Pervasive Computing and Communications, PerCom 2010, Mannheim; Germany, 29 March 2010 through 2 April 2010; Category number10EX4074; Code 80732, Article number 5466971, Pages 244-252
Wang, Huayan; Zheng, Vincentwenchen; Zhao, Junhui; Yang, Qiang
Mapping multicast service-oriented virtual networks with delay and delay variation constraints
53rd IEEE Global Communications Conference, Miami, FL, United States, 6 - 10 December 2010, Article number 5684155
Zhang, Min; Wu, Chunming; Jiang, Ming; Yang, Qiang
Multitask learning for protein subcellular localization prediction
The Eighth Asia Pacific Bioinformatics Conference, Bangalore, India, 18-21 January 2010, 85
Xu, Qian; Pan, Jialin; Xue, Hong; Yang, Qiang
Online evolutionary collaborative filtering
RecSys'10 - Proceedings of the 4th ACM Conference on Recommender Systems, Barcelona; Spain, 26 September 2010 through 30 September 2010; Code 82643, Pages 95-102
Liu, Nathannan; Zhao, Min; Xiang, Evanwei; Yang, Qiang
Predicting chemical activities from structures by attributed molecular graph classification
2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2010, Montreal, QC; Canada, 2 May 2010 through 5 May 2010; Category number10EX4336; Code 81377, Article number 5510690, Pages 95-102
Xue, Qian; Hu, Derekhao; Xue, Hong; Yang, Qiang
Predictive modeling with heterogeneous sources
Proceedings of the 10th SIAM International Conference on Data Mining, SDM 2010, Columbus, OH; United States, 29 April 2010 through 1 May 2010; Code 97721, Pages 814-825
Shi, Xiaoxiao; Liu, Qi; Fan, Wei; Yang, Qiang; Yu, Philip
Protein-protein interaction prediction via collective matrix factorization
Proceedings - 2010 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2010, Hong Kong; China, 18 December 2010 through 21 December 2010; Category numberCFP10BIB-ART; Code 84065, Article number 5706537, Pages 62-67
Xu, Qian; Xiang, Evanwei; Yang, Qiang
Relational network-service clustering analysis with set evidences
Proceedings of the ACM Conference on Computer and Communications Security, 3rd ACM Workshop on Artificial Intelligence and Security, AISec '10, Co-located with CCS'10; Chicago, IL; United States, 4 January 2010 through 8 October 2010; Code 82892, Pages 35-44
Pu, Li; Faltings, Boi V.; Yang, Qiang; Hu, Derekhao
Transfer learning for collective link prediction in multiple heterogenous domains
Proceedings of the 27th International Conference on Machine Learning, ICML 2010, 2010, p. 159-166
Cao, Bin; Liu, Nan Nathan; Yang, Qiang
Transfer learning in collaborative filtering for sparsity reduction
Proceedings of the AAAI Conference on Artificial Intelligence, v. 24, (1), 2010, article number 7578, p. 230-235
Pan, Weike; Xiang, Wei Evan; Liu, Nathannan; Yang, Qiang
Unifying explicit and implicit feedback for collaborative filtering
19th International Conference on Information and Knowledge Management and Co-located Workshops, CIKM'10; Toronto, ON; Canada, 26 October 2010 through 30 October 2010; Code 82879, Pages 1445-1448
Liu, Nathannan; Xiang, Evanwei; Zhao, Min; Yang, Qiang
Using spectral components for predicting treatment effects on time series microarray gene expression profiles
iCBBE 2010, Chengdu, China, 18-20 June 2010, Full paper ID: 40446
Xu, Qian; Xue, Hong; Yang, Qiang
Visual contextual advertising: Bringing textual advertisements to images
Proceedings of the AAAI Conference on Artificial Intelligence, v. 24, (1), 2010, article number 7510, p. 1314-1320
Chen, Yuqiang; Jin, Ou; Xue, Guirong; Chen, Jia; Yang, Qiang


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Article 8

Discriminatively regularized least-squares classification
Pattern recognition, v. 42, (1), 2009, JAN, p. 93-104
Xue, Hui; Chen, Songcan; Yang, Qiang
Get more Clicks!
Information Retrieval and Advertising (IRA-2009), v. 7, 2009
Hu, Derek Hao; Xiang, Evan Wei; Yang, Qiang
MegaSNPhunter: a Learning Approach to Detect Disease Predisposition SNPs and High Level Interactions in Genome Wide Association Study
BMC Bioinformatics, v. 10, January 2009, article number 13
Wan, Xiang; Yang, Can; Yang, Qiang; Xue, Hong; Tang, Nelson L.S.; Yu, Weichuan
Post-processing data mining models for actionability
Data Mining for Business Applications, 2009, Pages 11-30
Yang, Qiang
Semantic Sensor Net: An Extensible Framework
International Journal of Ad Hoc and Ubiquitous Computing, v. 4, (3-4), 2009, p. 157-167
Ni, Lionel Ming-Shuan; Zhu, Yanmin; Ma, Jian; Luo, Qiong; Liu, Yunhao; Cheung, Shing Chi; Yang, Qiang; Li, Minglu; Wu, Min-you
Semi-supervised protein subcellular localization
BMC bioinformatics, v. 10, (Suppl. 1), 30 January 2009, Article number S47
Xu, Qian; Hu, Derekhao; Xue, Hong; Yu, Weichuan; Yang, Qiang
SNPharvester: a Filtering-based Approach for Detecting Epistatic Interactions in Genome-wide Association Studies
Bioinformatics, v. 25, (4), February 2009, p. 504-511
Yang, Can; He, Zengyou; Wan, Xiang; Yang, Qiang; Xue, Hong; Yu, Weichuan
User Language Model for Collaborative Personalized Search
ACM transactions on information systems, v. 27, (2), 2009
Xue, Gui-Rong; Han, Jie; Yu, Yong; Yang, Qiang

Book 1

Advanced Data Mining and Applications: 5th International Conference, ADMA 2009, Beijing, China, August 17-19, 2009: Proceedings
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 5th International Conference on Advanced Data Mining and Applications, ADMA 2009; Beijing; China / v. 5678 LNAI (2009) p. V-VI
Yang, Qiang; Huang, Ronghuai; Pei, Jian; Gama, Jo?o M.P.; Meng, Xiaofeng; Li, Xue

Conference paper 32

A communication system architecture for regional control of power distribution networks
2009 7th IEEE International Conference on Industrial Informatics, INDIN 2009; Cardiff; United Kingdom, 23 June 2009 through 26 June 2009; Category numberCFP09INI-PRT; Code 78352, Article number 5195833, Pages 372-377
Yang, Qiang; Barria, Javier; Aramburo, C.A.H.
Abnormal Activity Recognition Based on HDP-HMM Models
21ST INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-09), PROCEEDINGS, 2009, p. 1715-1720
Hu, Hao; Zhang, Xianxing; Yin, Jie; Zheng, Wenchen; Yang, Qiang
Activity Recognition with Multiple Goals: Some Current Problems and Proposed Solutions
Hong Kong PG Student Symposium:HK Student Research and Career Day, 2009
Hu, Derekhao; Yang, Qiang
Activity Recognition: Linking Low-level Sensors to High-level Intelligence
21ST INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-09), PROCEEDINGS, 2009, p. 20-25
Yang, Qiang
Can movies and books collaborate? Cross-domain collaborative filtering for sparsity reduction
21st International Joint Conference on Artificial Intelligence, Pasadena, United States, 11-17 Jul 2009, 2009, p. 2052-2057
Li, Bin; Yang, Qiang; Xue, Xiangyang
Constraint-based case-based planning using weighted MAX-SAT
Lecture Notes in Computer Science, v. 5650, 2009, p. 374-388
Zhuo, H.; Yang, Q.; Li, L.
Context-aware online commercial intention detection
Lecture Notes in Computer Science, v. 5828, 2009, p. 135-149
Hu, D.H.; Shen, D.; Sun, J.T.; Yang, Q.; Chen, Z.
Context-aware query classification
Proceedings - 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA; United States, 19 July 2009 through 23 July 2009; Code 78660, Pages 3-10
Cao, Huanhuan; Hu, Derekhao; Shen, Dou; Jiang, Daxin; Sun, Jiantao; Chen, Enhong; Yang, Qiang
Cross-domain activity recognition
ACM International Conference Proceeding Series, 2009, p. 61-70
Zheng, Wenchen; Hu, Hao; Yang, Qiang
Domain Adaptation via Transfer Component Analysis
21st International Joint Conference on Artificial Intelligence, IJCAI-09; Pasadena, CA; United States, 11 July 2009 through 17 July 2009; Code 83585, Pages 1187-1192
Pan, Sinnojialin; Tsang, Ivor W.; Kwok, James Tin Yau; Yang, Qiang
EigenTransfer: a unified framework for transfer learning
ACM International Conference Proceeding Series, v. 382, 2009, article number 25, p. 193-200
Dai, Wenyuan; Jin, Ou; Xue, Guirong; Yang, Qiang; Yu, Yong
Exploiting term relationship to boost text classification
International Conference on Information and Knowledge Management, Proceedings, 2009, p. 1637-1640
Shen, D.; Wu, J.; Cao, B.; Sun, J.T.; Yang, Q.; Chen, Z.; Li, Y.
Heterogeneous Transfer Learning for Image Clustering via the Social Web
ACL-IJCNLP 2009 - Joint Conference of the 47th Annual Meeting of the Association for Computational Linguistics and 4th International Joint Conference on Natural Language Processing of the AFNLP, ACL-IJCNLP 2009; Suntec; Singapore, 2 August 2009 through 7 August 2009; Code 89383, p. 1-9
Yang, Qiang; Chen, Yuqiang; Xue, Guirong; Dai, Wenyuan; Yu, Yong
Heterogeneous Transfer Learning with Real-world Applications
47th Annual Meeting of the Association for Computational Linguistics, Suntec Singapore International Convention & Exhibition Centre, Singapore, 2-7 Aug 2009
Yang, Qiang
HIPS: A Calibration-less Hybrid Indoor Positioning System Using Heterogeneous Sensors
7th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2009; Galveston, TX; United States, 9 March 2009 through 13 March 2009; Category number09EX2610; Code 77122, Article number 4912832
Zheng, Vincentwenchen; Zhao, Junhui; Wang, Yongcai; Yang, Qiang
ICT systems for managing medium voltage active distribution grids
35th Annual Conference of the IEEE Industrial Electronics Society, IECON 2009; Porto; Portugal, 3 November 2009 through 5 November 2009; Category numberCFP09IEC; Code 79912, Article number 5415156, Pages 3581-3586
Yang, Qiang; Barria, Javier
Identifying vertical search intention of query through social tagging propagation
18th International World Wide Web Conference, WWW 2009; Madrid; Spain, 20 April 2009 through 24 April 2009; Code 92369
Liu, Ning; Yan, Jun; Fan, Weiguo; Yang, Qiang; Chen, Zheng
Joint learning user's activities and profiles from GPS data
GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems, 2009, p. 17-20
Zheng, V.W.; Zheng, Y.; Yang, Q.
Knowledge Base assisted Text Categorization
ACM-HK Student Research and Career Day, 2009
Xiang, Evanwei; Yang, Qiang
Knowledge transfer among heterogeneous information networks
2009 IEEE International Conference on Data Mining Workshops, ICDMW 2009; Miami, FL; United States, 6 December 2009 through 6 December 2009; Category numberE3902; Code 79886, Article number 5360443, Pages 429-434
Xiang, Evanwei; Liu, Nathannan; Pan, Sinnojialin; Yang, Qiang
Learning applicability conditions in AI planning from partial observations
Workshop on Learning Structural Knowledge From Observations at IJCAI 9, 2009
Zhuo, Hankzhankui; Hu, Derekhao; Yang, Qiang; Mu?oz-ávila, Héctor; Hogg, Chad
Learning HTN Method Preconditions and Action Models from Partial Observations
21st International Joint Conference on Artificial Intelligence, Pasadena, CA, United States, 11-17 July 2009, 2009, p. 1804-1809
Zhuo, Hankz Hankui; Hu, Derek Hao; Hogg, Chad; Yang, Qiang; Mu?oz-ávila, Héctor
LoSeCo: Location-based search computing for pervasive device augmentation
7th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2009, 2009
Chenf, Y.; Sun, Z.; Qi, J.; Hu, D.H.; Yang, Q.
PQC: Personalized query classification
International Conference on Information and Knowledge Management, Proceedings, 2009, p. 1217-1225
Cao, B.; Sun, J.T.; Xiang, E.W.; Hu, D.H.; Yang, Q.; Chen, Z.
Probabilistic latent preference analysis for collaborative filtering
International Conference on Information and Knowledge Management, Proceedings, 2009, p. 759-766
Liu, N.N.; Zhao, M.; Yang, Q.
Relaxed transfer of different classes via spectral partition
Machine Learning and Knowledge Discovery in Databases: Lecture Notes in Computer Science, v. 5782, (PART 2), 2009, p. 366-381
Shi, X.; Fan, W.; Yang, Q.; Ren, J.
Spatio-Temporal Event Detection Using Dynamic Conditional Random Fields
21st International Joint Conference on Artificial Intelligence, Pasadena, United States, 11-17 Jul 2009, 2009, p. 1321-1326
Yin, Jie; Hu, Hao; Yang, Qiang
Synthesizing novel dimension reduction algorithms in matrix trace oriented optimization framework
Proceedings - IEEE International Conference on Data Mining, ICDM, 2009, p. 598-606
Yan, J.; Liu, N.; Yan, S.; Yang, Q.; Chen, Z.
Transfer learning action models by measuring the similarity of different domains
Advances in Knowledge Discovery and Data Mining: Lecture Notes in Computer Science, v. 5476, 2009, p. 697-704
Zhuo, H.; Yang, Q.; Lei, L.
Transfer learning beyond text classification
Lecture Notes in Computer Science, v. 5828, 2009, p. 10-22
Yang, Q.
Transfer learning for collaborative filtering via a rating-matrix generative model
Proceedings of the 26th International Conference On Machine Learning, ICML 2009, 2009, p. 617-624
Li, Bin; Yang, Qiang; Xue, Xiangyang
Transfer Learning for Collaborative Filtering via a Rating-Matrix Generative model
ACM International Conference Proceeding Series, v. 382, 2009, article number 77, p. 617-624
Li, Bin; Yang, Qiang; Xue, Xiangyang


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Article 6

Activity recognition via user-trace segmentation
ACM transactions on sensor networks, v. 4, (4), 1 August 2008, Article number 19
Yin, Jie; Yang, Qiang; Shen, Dou; Li, Zenian
Estimating location using Wi-Fi
IEEE Intelligent Systems, v. 23, (1), January 2008, Pages: 8-13
Yang, Qiang; Pan, Sinnojialin; Zheng, Vincentwenchen; Takahashi, Toshihiro; Idé, Tsuyoshi; Takahashi, Rikiya; Tajima, Akira; Katori, Yuichi; Qu, Yang; Li, Chun; Wang, Xizhao; Guo, Feng; Gao, Xianghui; Sun, Zhuo; Qi, Juan; Liu, Junfa; Chen, Yiqiang
Learning Adaptive Temporal Radio Maps for Signal-Strength-Based Location Estimation
IEEE Transactions on Mobile Computing, 7, (7), July 2008, article number 4359003, p. 869-883
Yin, Jie; Yang, Qiang; Ni, Lionel Ming-Shuan
Sensor-based abnormal human-activity detection
IEEE transactions on knowledge and data engineering, v. 20, (8), August 2008, Article number 4358934, Pages 1082-1090
Yin, Jie; Yang, Qiang; Pan, JeffreyJunfeng
Top 10 algorithms in data mining
Knowledge and information systems, v. 14, (1), January 2008, Pages 1-37
Wu, Xindong; Kumar, Vipin P.; Ross, Quinlan J.; Ghosh, Joydeep Deep; Yang, Qiang; Motoda, Hiroshi; McLachlan, Geoffrey John; Ng, Angus; Liu, Bing; Yu, Philip; Zhou, Zhihua; Steinbach, Michael S.; Hand, David J.; Steinberg, Dan H.
Two-dimensional Laplacianfaces method for face recognition
Pattern recognition, v. 41, (10), October 2008, Pages 3237-3243
Niu, Ben; Yang, Qiang; Shiu, Simon; Pal, Sankar Kumar

Conference paper 32

Adaptive p-posterior mixture-model kernels for multiple instance learning
Proceedings of the 25th International Conference on Machine Learning, ICML'08, 2008, p. 1136-1143
Wang, Huayan; Yang, Qiang; Zha, Hong Bin
An algorithm for analyzing personalized online commercial intention
Proceedings of the 2nd International Workshop on Data Mining and Audience Intelligence for Advertising, ADKDD'08, Las Vegas, NV; United States, 24 August 2008 through 24 August 2008; Code 76901, Pages 27-36
Hu, Derekhao; Yang, Qiang; Li, Ying
An introduction to transfer learning
Advanced Data Mining and Applications, 4th International Conference, ADMA 2008, Chengdu, China, v. 5139, October 8-10, 2008, p. 1
Yang, Qiang
Can Chinese web pages be classified with english data
Proceeding of the 17th International Conference on World Wide Web 2008, WWW'08, Beijing; China, 21 April 2008 through 25 April 2008; Code 74418, Pages 969-978
Ling, Xiao; Xue, Guirong; Dai, Wenyuan; Jiang, Yun; Yang, Qiang; Yu, Yong
CIGAR: Concurrent and interleaving goal and activity recognition
Proceedings of the Twenty-third AAAI Conference on Artificial Intelligence and the Twentieth Innovative Applications of Artificial Intelligence Conference, v. 3 / edited by Anthony Cohn. Palo Alto, California : AAAI Press, 2008, p. 1363-1368
Hu, Hao Derek; Yang, Qiang
Constraint projections for ensemble learning
23rd AAAI Conference on Artificial Intelligence and the 20th Innovative Applications of Artificial Intelligence Conference, AAAI-08/IAAI-08; Chicago, IL; United States, v. 2, 13 July 2008 through 17 July 2008; Code 74777, Pages 758-763
Zhang, Daoqiang; Chen, Songcan; Zhou, Zhihua; Yang, Qiang
Deep classification in large-scale text hierarchies
ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings, ACM SIGIR 2008; Singapore; Singapore, 20 July 2008 through 24 July 2008; Code 74470, Pages 619-626
Xue, Guirong; Xing, Dikan; Yang, Qiang; Yu, Yong
Deep classifier: Automatically categorizing search results into large-scale hierarchies
WSDM'08 - Proceedings of the 2008 International Conference on Web Search and Data Mining, WSDM 2008; Palo Alto, CA; United States, 11 February 2008 through 12 February 2008; Code 71934, Pages 139-148
Xing, Dikan; Xue, Guirong; Yang, Qiang; Yu, Yong
Digital wall: A power-efficient solution for location-based data sharing
6th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2008, Hong Kong, 17 March 2008 through 21 March 2008; Category numberE3113; Code 72902, Article number 4517470, Pages 645-650
Pan, JeffreyJunfeng; Pan, Sinnojialin; Zheng, Vincentwenchen; Yang, Qiang
Dirichlet component analysis: Feature extraction for compositional data
Proceedings of the 25th International Conference on Machine Learning, ICML'08, 2008, p. 1128-1135
Wang, Hua-Yan; Yang, Qiang; Qin, Hong; Zha, Hongbin
EigenRank: A ranking-oriented approach to collaborative filtering
ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings, Singapore, 20 July 2008 through 24 July 2008; Code 74470, Pages 83-90
Liu, Nathannan; Yang, Qiang
Enhancing text clustering by leveraging wikipedia semantics
ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings, Singapore, 20 July 2008 through 24 July 2008; Code 74470, Pages 179-186
Hu, Jian; Fang, Lujun; Cao, Yang; Zeng, Huajun; Li, Hua; Yang, Qiang; Chen, Zheng
Evaluation of a Variable Rate Irrigating Hill-Seeder
American Society of Agricultural and Biological Engineers Annual International Meeting, ASABE 2008, Providence, RI, United States, v. 2, 29 June 2008 through 2 July 2008; Code 75691, Pages 945-951
Yang, Qiang; Yang, Shuming; Yang, Chenghai
Learning action models with quantified conditional effects for software requirement specification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 4th International Conference on Intelligent Computing, ICIC 2008; Shanghai; China, v. 5226 LNCS, 15 September 2008 through 18 September 2008; Code 74268, Pages 874-881
Zhuo, Hankui; Li, Lei; Yang, Qiang; Bian, Rui
Learning and Acting Through Sensors
2008 3rd International Conference on Intelligent System and Knowledge Engineering, Vols 1 and 2, 2008, p. 8
Yang, Qiang
Learning bidirectional similarity for collaborative filtering
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2008; Antwerp; Belgium, v. 5211, (PART 1), 15 September 2008 through 19 September 2008; Code 73966, Pages 178-194
Cao, Bin; Sun, Jiantao; Wu, Jianmin; Yang, Qiang; Chen, Zheng
Mining translations of web queries from web click-through data
Proceedings of the Twenty-third AAAI Conference on Artificial Intelligence and the Twentieth Innovative Applications of Artificial Intelligence Conference, v. 2 / edited by Anthony Cohn. Palo Alto, California : AAAI Press, 2008, p. 1144-1149
Hu, Rong; Chen, Weizhu; Hu, Jian; Lu, Yansheng; Chen, Zheng; Yang, Qiang
One-class collaborative filtering
Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008; Pisa; Italy, 15 December 2008 through 19 December 2008; Category numberP3502; Code 76181, Article number 4781145, Pages 502-511
Pan, Rong; Zhou, Yunhong; Cao, Bin; Liu, Nathannan; Lukose, Rajan M.; Scholz, Martin; Yang, Qiang
Real world activity recognition with multiple goals
UbiComp 2008 - Proceedings of the 10th International Conference on Ubiquitous Computing, UbiComp 2008; Seoul; South Korea, 21 September 2008 through 24 September 2008; Code 75235, Pages 30-39
Hao Hu, Derek; Pan, Sinnojialin; Zheng, Vincentwenchen; Liu, Nathannan; Yang, Qiang
Self-Taught Clustering
Proceedings of the 25th International Conference on Machine Learning, ICML'08, 2008, p. 200-207
Dai, Wenyuan; Yang, Qiang; Xue, Guirong; Yu, Yong
Spectral Domain-Transfer Learning
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2008; Las Vegas, NV; United States, 24 August 2008 through 27 August 2008; Code 77094, p. 488-496
Ling, Xiao; Dai, Wenyuan; Xue, Guirong; Yang, Qiang; Yu, Yong
Structural support vector machine
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5th International Symposium on Neural Networks, ISNN 2008; Beijing; China, v. 5263 LNCS, (PART 1), 24 September 2008 through 28 September 2008; Code 73797, Pages 501-511
Xue, Hui; Chen, Songcan; Yang, Qiang
TOFA: Trace oriented feature analysis in text categorization
Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008; Pisa; Italy, 15 December 2008 through 19 December 2008; Category numberP3502; Code 76181, Article number 4781162, Pages 668-677
Yan, Jun; Liu, Ning; Yang, Qiang; Fan, Weiguo; Chen, Zheng
Topic-Bridged PLSA for Cross-Domain Text Classification
ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings, 2008, p. 627-634
Xue, G.R.; Dai, Wenyuan; Yang, Qiang; Yu, Y.
Transfer learning for WiFi-based indoor localization
AAAI Workshop - Technical Report, v. 0, 2008, p. 43-48
Pan, Jialin; Zheng, Wenchen; Yang, Qiang; Hu, Hao
Transfer learning via dimensionality reduction
Proceedings of the National Conference on Artificial Intelligence, v. 2, 2008, p. 677-682
Pan, Sinnojialin; Kwok, James Tin Yau; Yang, Qiang
Transferring knowledge from another domain for learning action models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2008; Hanoi; Viet Nam, v. 5351, 15 December 2008 through 19 December 2008; Code 75109, Pages 1110-1115
Zhuo, Hankui; Yang, Qiang; Hu, Derekhao; Li, Lei
Transferring localization models across space
23rd AAAI Conference on Artificial Intelligence and the 20th Innovative Applications of Artificial Intelligence Conference, AAAI-08/IAAI-08; Chicago, IL; United States, v. 3, 13 July 2008 through 17 July 2008; Code 74777, Pages 1383-1388
Pan, Sinnojialin; Shen, Dou; Yang, Qiang; Kwok, James Tin Yau
Transferring localization models over time
Proceedings of the National Conference on Artificial Intelligence, v. 3, 2008, p. 1421-1426
Zheng, V.W.; Xiang, E.W.; Yang, Q.; Shen, D.
Transferring multi-device localization models using latent multi-task learning
Proceedings of the National Conference on Artificial Intelligence, v. 3, 2008, p. 1427-1432
Zheng, V.W.; Pan, S.J.; Yang, Q.; Pan, J.J.
Translated Learning: Transfer Learning across Different Feature Spaces
Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, NIPS 2008; Vancouver, BC; Canada, 8 December 2008 through 11 December 2008; Code 89076, p. 353-360
Dai, Wenyuan; Chen, Yuqiang; Xue, Guirong; Yang, Qiang; Yu, Yong
Web query translation via web log mining
ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings; Singapore, 20 July 2008 through 24 July 2008; Code 74470, Pages 749-750
Hu, Rong; Chen, Weizhu; Bai, Peng; Lu, Yansheng; Chen, Zheng; Yang, Qiang


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Article 16

A cognitive approach for agent-based personalized recommendation
Knowledge-based systems, v. 20, (4), 2007, MAY, p. 397-405
Miao, Chunyan; Yang, Qiang; Fang, Haijing; Goh, Angela
ARMS: an automatic knowledge engineering tool for learning action models for Al planning
Knowledge engineering review, v. 22, (2), June 2007, Pages 135-152
Wu, Kangheng; Yang, Qiang; Jiang, Yunfei
Cost-sensitive-data preprocessing for mining customer relationship management databases
IEEE intelligent systems, v. 22, (1), 2007, JAN-FEB, p. 46-51
Pan, Junfeng; Yang, Qiang; Yang, Yiming; Li, Lei; Li, Frances Tianyi; Li, George Wenmin
Domain-driven, actionable knowledge discovery
IEEE Intelligent Systems, v. 22, (4), July 2007, Pages 78-88
Cao, Longbing; Zhang, Chengqi; Yang, Qiang; Bell, David A.; Vlachos, Michail P.; Yu, Philip; Taneri, Bahar; Keogh, Eamonn J.; Zhong, Ning; Ashrafi, Mafruz Zaman; Taniar, David; Dubossarsky, Eugene; Graco, Warwick
Extracting actionable knowledge from decision trees
IEEE transactions on knowledge and data engineering, v. 19, (1), January 2007, Pages 43-55
Yang, Qiang; Yin, Jie; Ling, Charles; Pan, Rong
Graph embedding and extensions: A general framework for dimensionality reduction
IEEE transactions on pattern analysis and machine intelligence, v. 29, (1), 2007, JAN, p. 40-51
Yan, Shuicheng; Xu, Dong; Zhang, Benyu; Zhang, Hong-Jiang; Yang, Qiang; Lin, Stephen
Learning action models from plan examples using weighted MAX-SAT
Artificial intelligence, v. 171, (2-3), February 2007, Pages 107-143
Yang, Qiang; Wu, Kangheng; Jiang, Yunfei
Learning Actions from Data Mining Models
IEEE Intelligent Systems, v.22, (4), 2007, July-Aug, p. 79-81
Yang, Qiang
Learning recursive HTN-method structures for planning
Proceedings of the ICAPS-07 Workshop on AI Planning and Learning, 2007
Yang, Qiang; Pan, Rong; Pan, Sinno Jialin
Mining competent case bases for case-based reasoning
Artificial intelligence, v. 171, (16-17), November 2007, Pages 1039-1068
Pan, Rong; Yang, Qiang; Pan, Sinnojialin
Multilinear Discriminant Analysis for Face Recognition
IEEE Transactions on Image Processing, v. 16, (1), January 2007, p. 212-220
Yan, Shuicheng; Xu, Dong; Yang, Qiang; Zhang, Lei; Tang, Xiaoou; Zhang, Hong-Jiang
Noise reduction through summarization for web-page classification
Information processing & management, v. 43, (6), November 2007, Pages 1735-1747
Shen, Dou; Yang, Qiang; Chen, Zheng
Pattern Detection and Co-methylation Analysis of Epigenetic Features in Human Embryonic Stem Cells
International Conference on BioInformatics 2007, 2007
Niu, Ben; Yang, Qiang; Li, Jinyan; Xue, Hong; Shiu, Simon; Liu, Huiqing; Pal, Sankar Kumar
Reducing the calibration effort for probabilistic indoor location estimation
IEEE transactions on mobile computing, v. 6, (6), 2007, JUN, p. 649-662
Chai, Xiaoyong; Yang, Qiang
Strong compound-risk factors: Efficient discovery through emerging patterns and contrast sets
IEEE transactions on information technology in biomedicine, v. 11, (5), September 2007, Pages 544-552
Li, Jinyan; Yang, Qiang
时间序列分类问题的算法比较
计算机学报=Chinese Journal of Computers, v. 2007, (08), 2007, p. 1259-1266
楊一鳴; 潘嶸; 潘嘉林; 楊強; 李磊

Conference paper 16

Adaptive localization in a dynamic WiFi environment through multi-view learning
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence and the Nineteenth Innovative Applications of Artificial Intelligence Conference, v. 2 / edited by Hunter A. Palo Alto, California : AAAI Press, 2007, p. 1108-1113
Pan, Jialin Sinno; Kwok, James Tin Yau; Yang, Qiang; Pan, Junfeng Jeffrey
Boosting for transfer learning
ACM International Conference Proceeding Series, v. 227, 2007, p. 193-200
Dai, Wenyuan; Yang, Qiang; Xue, Guirong; Yu, Yong
Co-clustering based classification for out-of-domain documents
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 12 August 2007 through 15 August 2007; Code 70699, Pages 210-219
Dai, Wenyuan; Xue, Guirong; Yang, Qiang; Yu, Yong
Co-Localization from Labeled and Unlabeled Data Using Graph Laplacian
IJCAI International Joint Conference on Artificial Intelligence, 2007, p. 2166-2171
Pan, Jeffrey Junfeng; Yang, Qiang
Detect and Track Latent Factors with Online Nonnegative Matrix Factorization
20th International Joint Conference on Artificial Intelligence, IJCAI 2007; Hyderabad; India, 6 January 2007 through 12 January 2007; Code 97873, Pages 2689-2694
Cao, Bin; Shen, Dou; Sun, Jiantao; Wang, Xuanhui; Yang, Qiang; Chen, Zheng
Discovering patterns of DNA methylation: Rule mining with rough sets and decision trees, and comethylation analysis
Lecture Notes in Computer Science, v. 4815, 2007, p. 389-397
Ben, Niu; Yang, Qiang; Li, Jinyan; Shin, Chi-keung; Pal, Sankar
Document Summarization using Conditional Random Fields
20TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-07), PROCEEDINGS, 2007, p. 2862-2867
Shen, Dou; Sun, Jian-Tao; Li, Hua; Yang, Qiang; Chen, Zheng
Document transformation for multi-label feature selection in text categorization
Proceedings - IEEE International Conference on Data Mining, ICDM, 28 October 2007 through 31 October 2007; Category numberP3018; Code 73039, Article number 4470272, Pages 451-456
Chen, Weizhu; Yan, Jun; Zhang, Benyu; Chen, Zheng; Yang, Qiang
Domain-constrained semi-supervised mining of tracking models in sensor networks
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007, p. 1023-1027
Pan, R.; Zhao, J.; Zheng, V.W.; Pan, J.J.; Shen, D.; Pan, S.J.; Yang, Qiang
Exploring in the weblog space by detecting informative and affective articles
16th International World Wide Web Conference, WWW2007, Banff, AB; Canada, 8 May 2007 through 12 May 2007; Code 70416, Pages 281-290
Ni, Xiaochuan; Xue, Guirong; Ling, Xiao; Yu, Yong; Yang, Qiang
Feature selection in a kernel space
ACM International Conference Proceeding Series, v. 227, 2007, p. 121-128
Cao, Bin; Shen, Dou; Sun, Jiantao; Yang, Qiang; Chen, Zheng
Guaranteeing enterprise VoIP QoS with novel approach to diffserv AF configuration
2007 IEEE International Conference on Communications, ICC'07; Glasgow, Scotland; United Kingdom, 24 June 2007 through 28 June 2007; Category number07CH37798C; Code 71262, Article number 4288781, Pages 640-645
Yang, Qiang; Pitts, Jonathan M.
Mining web query hierarchies from clickthrough data
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence and the Nineteenth Innovative Applications of Artificial Intelligence Conference, v. 1 / edited by Hunter A. Palo Alto, California : AAAI Press, 2007, p. 341-346
Shen, Dou; Qin, Min; Chen, Weizhu; Yang, Qiang; Chen, Zheng
Online co-localization in indoor wireless networks by dimension reduction
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence and the Nineteenth Innovative Applications of Artificial Intelligence Conference, v. 2 / edited by Hunter A. Palo Alto, California : AAAI Press, 2007, p. 1102-1107
Pan, Junfeng Jeffrey; Yang, Qiang; Pan, Jialin Sinno
Semi-supervised learning with very few labeled training examples
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence and the Nineteenth Innovative Applications of Artificial Intelligence Conference, v. 1 / edited by Hunter A. Palo Alto, California : AAAI Press, 2007, p. 675-680
Zhou, Zhihua; Zhan, Dechuan; Yang, Qiang
Transferring Naive Bayes classifiers for text classification
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence and the Nineteenth Innovative Applications of Artificial Intelligence Conference, v. 1 / edited by Hunter A. Palo Alto, California : AAAI Press, 2007, p. 540-545
Dai, Wenyuan; Xue, Guirong; Yang, Qiang; Yu, Yong


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Article 12

10 Challenging problems in data mining research
International journal of information technology & decision making, v. 5, (4), 2006, DEC, Pages 597-604
Yang, Qiang; Wu, Xindong
A scalable supervised algorithm for dimensionality reduction on streaming data
Information sciences, v. 176, (14), 22 July 2006, Pages 2042-2065
Yan, Jun; Zhang, Benyu; Yan, Shuicheng; Liu, Ning; Yang, Qiang; Cheng, Qiansheng; Li, Hua; Chen, Zheng; Ma, Weiying
Discovering classification from data of multiple sources
Data mining and knowledge discovery, v. 12, (2-3), May 2006, Pages 181-201
Ling, Charles; Yang, Qiang
Effective and efficient dimensionality reduction for large-scale and streaming data preprocessing
IEEE transactions on knowledge and data engineering, v. 18, (3), March 2006, Pages 320-332
Yan, Jun; Zhang, Benyu; Liu, Ning; Yan, Shuicheng; Cheng, Qiansheng; Fan, Weiguo; Yang, Qiang; Xi, Wensi; Chen, Zheng
Learning contextual dependency network models for link-based classification
IEEE transactions on knowledge and data engineering, v. 18, (11), 2006, NOV, p. 1482-1496
Tian, Yonghong; Yang, Qiang; Huang, Tiejun; Ling, Charles; Gao, Wen
Mining adaptive ratio rules from distributed data sources
Data mining and knowledge discovery, v. 12, (2-3), May 2006, Pages 249-273
Yan, Jun; Liu, Ning; Yang, Qiang; Zhang, Benyu; Cheng, Qiansheng; Chen, Zheng
Multidimensional vector regression for accurate and low-cost location estimation in pervasive computing
IEEE transactions on knowledge and data engineering, v. 18, (9), September 2006, Article number 1661510, Pages 1181-1193
Pan, JeffreyJunfeng; Kwok, James Tin Yau; Yang, Qiang; Chen, Yiqiang
Power-efficient access-point selection for indoor location estimation
IEEE transactions on knowledge and data engineering, v. 18, (7), July 2006, Article number 1637415, Pages 877-888
Chen, Yiqiang; Yang, Qiang; Yin, Jie; Chai, Xiaoyong
Query enrichment for Web-query classification
ACM transactions on information systems, v. 24, (3), 2006, JUL, Pages 320-352
Shen, Dou; Pan, Rong; Sun, Jiantao; Pan, JeffreyJunfeng; Wu, Kangheng; Yin, Jie; Yang, Qiang
Reinforcing Web-object categorization through interrelationships
Data mining and knowledge discovery, v. 12, (2-3), May 2006, Pages 229-248
Xue, Guirong; Yu, Yong; Shen, Dou; Yang, Qiang; Zeng, Huajun; Chen, Zheng
Test strategies for cost-sensitive decision trees
IEEE transactions on knowledge and data engineering, v. 18, (8), August 2006, Article number 1644729, Pages 1055-1067
Ling, Charles; Sheng, Victor S.; Yang, Qiang
Test-cost sensitive classification on data with missing values
IEEE transactions on knowledge and data engineering, v. 18, (5), 2006, MAY, p. 626-638
Yang, Q.; Ling, C.; Chai, XY; Pan, R.

Conference paper 10

A comparison of implicit and explicit links for web page classification
Proceedings of the 15th International Conference on World Wide Web, Edinburgh, Scotland; United Kingdom, 23 May 2006 through 26 May 2006; Code 69835, Pages 643-650
Shen, Dou; Sun, Jiantao; Yang, Qiang; Chen, Zheng
A manifold regularization approach to calibration reduction for sensor-network based tracking
21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06, Boston, MA, United States, 16 - 20 July 2006, Code 68475, v. 1, 16 July 2006 through 20 July 2006; Code 68475, p. 988-993
Pan, JeffreyJunfeng; Yang, Qiang; Chang, Hong; Yeung, Dityan
A novel scalable algorithm for supervised subspace learning
Proceedings - 6th IEEE International Conference on Data Mining, 18 December 2006 through 22 December 2006; Category numberP2701; Code 70321, Article number 4053097, Pages 721-730
Yan, Jun; Liu, Ning; Zhang, Benyu; Yang, Qiang; Yan, Shuicheng; Chen, Zheng
Adding semantics to email clustering
6th International Conference on Data Mining, ICDM 2006; Hong Kong; China, 18 December 2006 through 22 December 2006; Category numberP2701; Code 70321, Article number 4053131, Pages 938-942
Li, Hua; Shen, Dou; Zhang, Benyu; Chen, Zheng; Yang, Qiang
Building bridges for web query classification
Proceedings of the Twenty-Ninth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Seatttle, WA; United States, v. 2006, 6 August 2006 through 11 August 2006; Code 68395, Pages 131-138
Shen, Dou; Sun, Jiantao; Yang, Qiang; Chen, Zheng
Diverse topic phrase extraction through latent semantic analysis
Proceedings - 6th International Conference on Data Mining, ICDM 2006; Hong Kong; China, 18 December 2006 through 22 December 2006; Category numberP2701; Code 70321, Article number 4053112, Pages 834-838
Chen, Jilin; Yan, Jun; Zhang, Benyu; Yang, Qiang; Chen, Zheng
Latent friend mining from blog data
6th International Conference on Data Mining, ICDM 2006; Hong Kong; China, 18 December 2006 through 22 December 2006; Category numberP2701; Code 70321, Article number 4053081, Pages 552-561
Shen, Dou; Sun, Jiantao; Yang, Qiang; Chen, Zheng
Text classification improved through automatically extracted sequences
Proceedings - 22nd International Conference on Data Engineering, ICDE '06; Atlanta, GA; United States, v. 2006, 3 April 2006 through 7 April 2006; Category numberP5270; Code 68274, Article number 1617489, Page 121
Shen, Dou; Sun, Jiantao; Yang, Qiang; Zhao, Hui; Chen, Zheng
Text classification improved through multigram models
15th International Conference on Information and Knowledge Management, Proceedings, CIKM 2006; Arlington, VA; United States, 6 November 2006 through 11 November 2006; Code 70026, Pages 672-681
Shen, Dou; Sun, Jiantao; Yang, Qiang; Chen, Zheng
Thread detaction in dynamic text message streams
Proceedings of the Twenty-Ninth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Seatttle, WA; United States, v. 2006, 6 August 2006 through 11 August 2006; Code 68395, Pages 35-42
Shen, Dou; Yang, Qiang; Sun, Jiantao; Chen, Zheng


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Article 14

Advances in conversational case-based reasoning
Knowledge engineering review, v. 20, (3), September 2005, Pages 247-254
Aha, David W.; McSherry, David M.G.; Yang, Qiang
An incremental subspace learning algorithm to categorize large scale text data
Lecture Notes in Computer Science, 7th Asia-Pacific Web Conference on Web Technologies Research and Development - APWeb 2005; Shanghai; China, v. 3399, 29 March 2005 through 1 April 2005; Code 65544, Pages 52-63
Yan, Jun; Cheng, Qiansheng; Yang, Qiang; Zhang, Benyu
Deriving a stationary dynamic Bayesian network from a logic program with recursive loops
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), 15th International Conference on Inductive Logic Programming, ILP 2005; Bonn; Germany, v. 3625, 10 August 2005 through 13 August 2005; Code 65832, Pages 330-347
Shen, Yidong; Yang, Qiang
Guest Editor's Introduction to the Special Issue: Machine Learning for Bioinformatics—Part 2
IEEE/ACM Transactions on Computational Biology and Bioinformatics, v. 2, (3), July 2005, Page 177
Ling, Charles; Noble, William Stafford Tafford; Yang, Qiang
Guest Editors' Introduction to the Special Issue: Machine Learning for Bioinformatics-Part 1
IEEE/ACM Transactions on Computational Biology and Bioinformatics, v. 2, (2), April 2005, Pages 81-82
Ling, Charles; Noble, William Stafford Tafford; Yang, Qiang
Guest Editors' Introduction: Data Mining in Bioinformatics
IEEE Intelligent Systems, v. 20, (6), Nov-Dec 2005, p. 16-18
Li, Jinyan; Wong, Limsoon; Yang, Qiang
Guest editors’ introduction: Special section on intelligent data preparation
IEEE Transactions on Knowledge and Data Engineering, v.17, (9), September 2005, Pages 1163-1165
Zhang, Chengqi; Yang, Qiang; Liu, Bing
Learning quantifiable associations via principal sparse non-negative matrix factorization
Intelligent data analysis, v. 9, (6), 2005, p. 603-620
Hu, Chenyong; Zhang, Benyu; Wang, Yongji; Yan, Shuicheng; Chen, Zheng; Wang, Qing; Yang, Qiang
Mining customer value: From association rules to direct marketing
Data mining and knowledge discovery, v. 11, (1), 2005, JUL, p. 57-79
Wang, Ke; Zhou, Senqiang; Yang, Qiang; Yeung, J.M.S.
Mining quantitative associations in large database
Lecture notes in computer science, 7th Asia-Pacific Web Conference on Web Technologies Research and Development - APWeb 2005; Shanghai; China, v. 3399, 29 March 2005 through 1 April 2005; Code 65544, Pages 405-416
Hu, Chenyong; Wang, Yongji; Zhang, Benyu; Yang, Qiang; Wang, Qing; Zhou, Jinhui; He, Ran; Yan, Yun
pFind: a novel database-searching software system for automated peptide and protein identification via tandem mass spectrometry
Bioinformatics, v. 21, (13), 1 July 2005, Pages 3049-3050
Li, Dequan; Fu, Yan; Sun, Ruixiang; Ling, Charles; Wei, Yonggang; Zhou, Hu; Zeng, Rong; Yang, Qiang; He, SM; Gao, Wen
Preprocessing time series data for classification with application to CRM
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 18th Australian Joint Conference on Artificial Intelligence, AI 2005: Advances in Artificial Intelligence; Sydney; Australia, v. 3809 LNAI, 5 December 2005 through 9 December 2005; Code 67429, Pages 133-142
Yang, Yiming; Yang, Qiang; Lü, Wei; Pan, Sinnojialin; Pan, Rong; Lu, Chenhui; Li, Lei; Qin, Zhenxing
Q2C@UST: our winning solution to query classification in KDDCUP 2005
ACM SIGKDD Explorations Newsletter, v.7, (2), 2005, Dec, p. 100-110
Shen, Dou; Pan, Rong; Sun, Jiantao; Pan, JeffreyJunfeng; Wu, Kangheng; Yin, Jie; Yang, Qiang
Simple test strategies for cost-sensitive decision trees
Lecture Notes in Artificial Intelligence, v. 3720, 2005, p. 365-376
Sheng, SL; Ling, CX; Yang, Q.

Conference paper 13

Accurate and Low-cost Location Estimation Using Kernels
2005, 30 July 2005 through 5 August 2005; Code 97872 p. 1366-1371
Pan, Jeffery Junfeng; Kwok, James Tin-Yau; Yang, Qiang; Chen, Yiqiang
Activity recognition through goal-based segmentation
Proceedings of the Twentieth National Conference on Artificial Intelligence, AAAI-05 and the Seventeenth Innovative Applications of Artificial Intelligence Conference, IAAI-05, v. 1 / edited by Anthony Cohn. Pittsburgh, Pennsylvania : AAAI Press, 2005, p. 28-33
Yin, Jie; Shen, Dou; Yang, Qiang; Li, Zenian
Adaptive temporal radio maps for indoor location estimation
Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications, PerCom 2005, Los Alamitos, California; Washington; Brussels; Tokyo : IEEE Computer Society; IEEE, 2005, p. 85-94, 2005, Article number 1392745
Yin, Jie; Yang, Qiang; Ni, Lionel Ming-Shuan
Competence driven case-base mining
Proceedings of the Twentieth National Conference on Artificial Intelligence, AAAI-05 and the Seventeenth Innovative Applications of Artificial Intelligence Conference, IAAI-05, v. 1 / edited by Anthony Cohn. Pittsburgh, Pennsylvania : AAAI Press, 2005, p. 228-233
Pan, Rong; Yang, Qiang; Pan, JeffreyJunfeng; Li, Lei
Discriminant analysis with tensor representation
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; San Diego, CA; United States, v. 1, 20 June 2005 through 25 June 2005; Category numberP2372; Code 65595, Pages 526-532
Yan, Shuicheng; Xu, Dong; Yang, Qiang; Zhang, Lei; Tang, Xiaoou; Zhang, Hongjiang
Efficient text classification by weighted proximal SVM
Proceedings - 5th IEEE International Conference on Data Mining, ICDM 2005; Houston, TX; United States, 27 November 2005 through 30 November 2005; Category numberP2278; Code 70190, Article number 1565722, Pages 538-545
Zhuang, Dong; Zhang, Benyu; Yang, Qiang; Yan, Jim; Chen, Zheng; Chen, Ying
Exploiting the hierarchical structure for link analysis
SIGIR '05 Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, 2005, Aug, p. 186-193
Xue, Gui-Rong; Yang, Qiang; Zeng, Hua-Jun; Yu, Yong; Chen, Zheng
Integrating hidden Markov models and spectral analysis for sensory time series clustering
FIFTH IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS, 2005, p. 506-513
Yin, J.; Yang, Q.
Multiple-goal recognition from low-level signals
Proceedings of the Twentieth National Conference on Artificial Intelligence, AAAI-05 and the Seventeenth Innovative Applications of Artificial Intelligence Conference, IAAI-05, v. 1 / edited by Anthony Cohn. Pittsburgh, Pennsylvania : AAAI Press, 2005, p. 3-8
Chai, Xiaoyong; Yang, Qiang
Reducing the calibration effort for location estimation using unlabeled samples
Proceedings - Third IEEE International Conference on Pervasive Computing and Communications, PerCom 2005, Kauai Island, HI; United States, v. 2005, 8 March 2005 through 12 March 2005; Category numberP2299; Code 67353, Article number 1392746, Pages 95-106
Chai, Xiaoyong; Yang, Qiang
Scalable collaborative filtering using cluster-based smoothing
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, 2005, Aug, p. 114-121
Xue, Gui-Rong; Yang, Qiang; Lin, Chenxi; Xi, WenSi; Zeng, Hua-Jun; Chen, Zheng
Semantic Sensor net: An Extensible Framework
Networking and Mobile Computing. ICCNMC 2005 / Lu X., Zhao W. (eds). Berlin, Heidelberg : Springer, 2005, p. 1144-1153, Lecture Notes in Computer Science, vol 3619.
Ni, Lionel Ming-Shuan; Zhu, Yanmin; Ma, Jian; Li, Minglu; Luo, Qiong; Liu, Yunhao; Cheung, Shing Chi; Yang, Qiang
Web-page summarization using clickthrough data
SIGIR 2005 - Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 15-19, Aug, 2005, p. 194-201
Sun, Jiantao; Shen, Dou; Zeng, Huajun; Yang, Qiang; Lü, Yuchang; Chen, Zheng


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Article 9

A block-based support vector machine approach to the protein homology prediction task in KDD Cup 2004
Newsletter, v. 6, (2), 2004, Dec, p. 120-124
Fu, Yan; Sun, Ruixiang; Yang, Qiang; He, Simin; Wang, Chunli; Wang, Haipeng; Shan, Shiguang; Liu, Junfa; Gao, Wen
A kernel-based case retrieval algorithm with application to bioinformatics
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), 8th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2004: Trends in Artificial Intelligence; Auckland; New Zealand, v. 3157, 9 August 2004 through 13 August 2004; Code 65297, Pages 544-553
Fu, Yan; Yang, Qiang; Ling, Charles; Wang, Haipeng; Li, Dequan; Sun, Ruixiang; Zhou, Hu; Zeng, Rong; Chen, Yiqiang; He, Simin; Gao, Wen
Building Association Rule Based Sequential Classifiers for Web Document Prediction
Journal of Data Mining and Knowledge Discovery, v. 8, (3), May 2004, Pages 253-273
Yang, Qiang; Li, Tianyi; Wang, Ke
Case retrieval using nonlinear feature-space transformation
Lecture Notes in Computer Science, v. 3155, 2004, Pages 361-374
Pan, Rong; Yang, Qiang; Li, Lei
Exploiting the kernel trick to correlate fragment ions for peptide identification via tandem mass spectrometry
Bioinformatics, v. 20, (12), 12 August 2004, Pages 1948-1954
Fu, Yan; Yang, Qiang; Sun, Ruixiang; Li, Dequan; Zeng, Rong; Ling, Charles; Gao, Wen
Guest Editors' Introduction: Information Enhancement for Data Mining
IEEE Intelligent Systems, v. 2, (19), 2004, Mar, p. 12-13
Zhang, Shichao; Zhang, Chengqi; Yang, Qiang
Guest Editors' Introduction: Mining Actionable Knowledge on the Web
IEEE Intelligent Systems, v. 19, (6), November 2004, p. 30-31
Yang, Qiang; Knoblock, Craig A.; Wu, Xindong
Mining of web-page visiting patterns with continuous-time Markov models
Lecture Notes in Artificial Intelligence, 8th Pacific-Asia Conference, PAKDD 2004; Sydney; Australia, v. 3056, 26 May 2004 through 28 May 2004; Code 63763, Pages 549-558
Huang, Qiming; Yang, Qiang; Huang, Joshuazhexue; Ng, Michael
Support Vector Machines Based on Positive Feedback
Journal of Chongqing University(Natural Science Edition), v. 5, 2004, p. 12
Yang, Qiang; Wu, Zhong-fu; Zhong, Jiang; Yu, Ping

Book chapter 2

LEAPS: A location estimation and action prediction system in a wireless LAN environment
Lecture Notes in Computer Science / v. 3222, 2004, Pages 584-591
Yang, Qiang; Chen, Yiqiang; Yin, Jie; Chai, Xiaoyong
Mining web logs for actionable knowledge
Intelligent Technologies for Information Analysis / Yang, Qiang, Ling, Charles X., Gao, Jianfeng. Berlin: Springer Berlin Heidelberg, 2004, p. 169-191
Yang, Qiang; Ling, Charles; Gao, Jianfeng

Conference paper 12

An adaptive CBR model of call center systems
2004 8th International Conference on Control, Automation, Robotics and Vision (ICARCV), Kunming; China, v. 2, 6 December 2004 through 9 December 2004; Category number04EX920; Code 65079, Article number TuP3.02 - P1837, Pages 1497-1501
Liu, Hongwei; Li, Li; Xuan, Yiliang; Jiang, Yongbo; Yang, Qiang
Cluster cores-based clustering for high dimensional data
Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004, Brighton; United Kingdom, 1 November 2004 through 4 November 2004; Category numberP2142; Code 64905, Pages 519-522
Shen, Yidong; Shen, Zhiyong; Zhang, Shiming; Yang, Qiang
Decision trees with minimal costs
21st International Conference on Machine Learning, ICML'04, 2004, p. 544-551
Ling, Charles X.; Yang, Qiang; Wang, Jianning; Zhang, Shichao
Feature selection with conditional mutual information MaxiMin in text categorization
International Conference on Information and Knowledge Management, Proceedings of the Thirteenth ACM Conference on Information and Knowledge Management, CIKM 2004, Washington, DC; United States, 8 November 2004 through 13 November 2004; Code 64711, Pages 342-349
Wang, Gang; Lochovsky, Frederick H.; Yang, Qiang
High-level goal recognition in a wireless LAN
Proceedings of the Nineteenth National Conference on Artificial Intelligence / Sixteenth Innovative Applications of Artificial Intelligence Conference / edited by Anthony Cohn. Palo Alto, California : AAAI Press, 2004, p. 578-583
Yin, Jie; Chai, Xiaoyong; Yang, Qiang
IMMC: Incremental maximum margin criterion
KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; Seattle, WA; United States, 22 August 2004 through 25 August 2004; Code 64210, Pages 725-730
Yan, Jun; Zhang, Benyu; Yan, Shuicheng; Yang, Qiang; Li, Hua; Chen, Zheng; Xi, Wensi; Fan, Weiguo; Ma, Weiying; Cheng, Qiansheng
IRC: An iterative reinforcement categorization algorithm for interrelated web objects
Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004, Brighton; United Kingdom, 1 November 2004 through 4 November 2004; Category numberP2142; Code 64905, Pages 273-280
Xue, Guirong; Shen, Dou; Yang, Qiang; Zeng, Huajun; Chen, Zheng; Yu, Yong; Xi, Wensi; Ma, Weiying
Learning similarity measures in non-orthogonal space
International Conference on Information and Knowledge Management, Proceedings; Washington, DC; United States, 8 November 2004 through 13 November 2004; Code 64711, Pages 334-341
Liu, Ning; Zhang, Benyu; Yan, Jun; Yang, Qiang; Yan, Shuicheng; Chen, Zheng; Bai, Fengshan; Ma, Weiying
Mining Ratio Rules via principal sparse non-negative matrix factorization
Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004, Brighton; United Kingdom, 1 November 2004 through 4 November 2004; Category numberP2142; Code 64905, Pages 407-410
Hu, Chenyong; Zhang, Benyu; Yan, Shuicheng; Yang, Qiang; Yan, Jun; Chen, Zheng; Ma, Weiying
Multi-dimensional model-based clustering for user-behavior mining in telecommunications industry
Proceedings of 2004 International Conference on Machine Learning and Cybernetics, v. 5 / IEEE. Piscataway, NJ : IEEE, 2004, p. 1650-1655
Yang, Yiming; Wang, Hui; Li, Lei; Li, Tianyi; Li, Wenming; Yang, Qiang; Lv, Wei; Huang, Ping
Test-cost sensitive naive Bayes classification
Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004, Brighton; United Kingdom, 1 November 2004 through 4 November 2004; Category numberP2142; Code 64905, Pages 51-58
Chai, Xiaoyong; Deng, Lin; Yang, Qiang; Ling, Charles
Web-page classification through summarization
Proceedings of Sheffield SIGIR - Twenty-Seventh Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Sheffield; United Kingdom, 25 July 2004 through 29 July 2004; Code 63889, Pages 242-249
Shen, Dou; Chen, Zheng; Yang, Qiang; Zeng, Huajun; Zhang, Benyu; Lü, Yuchang; Ma, Weiying


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Article 10

A data cube model for prediction-based web prefetching
Journal of intelligent information systems, v. 20, (1), 2003, JAN, p. 11-30
Yang, Q.; Huang, JZX; Ng, M.
A Dynamic Approach to Characterizing Termination of General Logic Programs
ACM Transactions on Computational Logic (TOCL), v. 4(3), October 2003, Pages 417-430
Shen, Y. I. Dong; You, Jiahuai; Yuan, L. I. Yan; Shen, Samuel; Yang, Qiang
Case mining from large databases
Lecture Notes in Artificial Intelligence, v. 2689, 2003, p. 691-702
Yang, Q.; Cheng, H.
Data Mining and Case-based Reasoning for Distance Learning
International Journal of Distance Learning Technologies, Special Issue on Web-based Learning Systems, v. 1, (3), July-September 2003, p. 46-58
Shen, R.M.; Han, P.; Yang, F.; Yang, Qiang; Huang, J.
Data preparation for data mining
Applied artificial intelligence, v. 17, (5-6), 2003, MAY-JUN, p. 375-381
Zhang, SC; Zhang, CQ; Yang, Q.
Mining the customer's up-to-moment preferences for e-commerce recommendation
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), 7th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2003; Seoul; South Korea, v. 2637, 30 April 2003 through 2 May 2003; Code 121289, Pages 166-177
Shen, Yidong; Yang, Qiang; Zhang, Zhong; Lu, Hongjun
SANet: A service-agent network for call-center scheduling
IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, v. 33, (3), 2003, MAY, p. 396-406
Yang, Qiang; Wang, Yong; Zhang, Zhong
Web-log cleaning for constructing sequential classifiers
Applied artificial intelligence, v. 17, (5-6), 2003, MAY-JUN, p. 431-441
Yang, Q.; Li, TI; Wang, K.
Web-log mining for predictive Web caching
IEEE transactions on knowledge and data engineering, v. 15, (4), 2003, JUL-AUG, p. 1050-1053
Yang, Q.; Zhang, HH
裂隙岩体局部化破坏分析的多重势面分岔模型
力学学报, v. 35, (3), 2003, p. 280-283
Liu, Y.G.; Zhou, W.Y.; Chen, X.; Zhao, Jidong; Yang, Qiang

Conference paper 7

Discovery of classifications from data of multiple sources
Proceedings of 2003 International Conference on Machine Learning and Cybernetics, v. 4 / IEEE. Piscataway, NJ : IEEE, 2003, p. 2281-2286
Wen, Jun-Hao; Ling, Charles; Yang, Qiang
Mining customer value: From association rules to direct marketing
Proceedings - International Conference on Data Engineering, 2003, p. 738-740
Wang, K.; Zhou, S.; Shun Yeung, J.M.; Yang, Q.
Mining high utility itemsets
Proceedings - 3rd IEEE International Conference on Data Mining, ICDM '03; Melbourne, FL; United States, 19 November 2003 through 22 November 2003; Category numberPR01978; Code 82450, Pages 19-26
Chan, Raymond; Yang, Qiang; Shen, Yidong
Mining plans for customer-class transformation
Proceedings of the 20033rd IEEE International Conference on Data Mining, ICDM '03; Melbourne, FL; United States, Edited by IEEE Computer Society, 19 November 2003 through 22 November 2003; Category numberPR01978; Code 82450, Pages 403-410
Yang, Qiang; Cheng, Hong
Planning for Marketing Campaigns
Proceedings of the International Conference on Automated Planning and Scheduling, Trento, Italy, June
Yang, Qiang; Cheng, Hong
Postprocessing decision trees to extract actionable knowledge
Proceedings - 3rd IEEE International Conference on Data Mining, ICDM '03; Melbourne, FL; United States, 19 November 2003 through 22 November 2003; Category numberPR01978; Code 82450, Pages 685-688
Yang, Qiang; Yin, Jie; Ling, Charles; Chen, Tielin
Re-engineering web structure & modeling XML semantics in specific domains
Proceedings of the IASTED International Conference on Software Engineering and Applications; Marina del Rey, CA; United States, v. 7, 3 November 2003 through 5 November 2003; Code 62498, Pages 849-854
Miao, Chunyan; Yang, Qiang; Goh, Angela; Fang, Haijing


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Article 7

Computational Intelligence: An International Journal
Computational Intelligence, v. 18, (4), 2002, Nov, p. 677-680
Zukerman, Ingrid; McConachy, Richard; Nantajeewarawat, Ekawit; Keravnou, Elpida T.; Washbrook, John; Michaud, Fran?ois; Lachiver, Géraud; Le Dinh, Chon Tam; Nirenburg, Sergei; Raskin, Victor; Snow, Paul; Leake, DB; Smyth, B.; Wilson, DC; Yang, Q.; Reinartz, T.; Iglezakis, I.; Roth-Berghofer, T.; McKenna, E.; Zhu, J.; Portinale, L.; Torasso, P.; Shiu, SCK; Yeung, DS; Sun, CH; Wang, XZ; McSherry, D.; Craw, S.; Jarmulak, J.; Rowe, R.; Nick, M.; Althoff, KD; Tautz, C.; Watson, I.; Cercone, Nick; Skoeron, Andrzej; Zhong, Ning; Pawlak, Zdzislaw; An, Aijun
Correlation-based Web-Document Clustering for Web Interface Design
International Journal Knowledge and Information Systems, 4:141-167
Su, Zhong; Yang, Qiang; Zhang, H.J.; Xu, X.W.; Hu, Y.H.; Ma, S.P.
Document clustering based on Web-log mining
Ruan Jian Xue Bao/Journal of Software, 13(1), January 2002, Pages 99-104
Su, Zhong-Ming; Ma, Shaoping; Yang, Qiang; Zhang, Hongjiang
Neural Networks II and CBR-The Application of Case Based Reasoning on QA Syst
Lecture Notes in Computer Science, v. 2557, 2002, p. 704-713
Han, Peng; Shen, Ruimin; Yang, Fan; Yang, Qiang
N-gram prediction model based on Web Log mining
Journal of Software, 13(1), 136-141
Su, Zhong; Ma, S.P.; Yang, Qiang; Zhang, H.J.
Towards Statistical Planning for Marketing Strategies
Sixth International Conference on AI Planning and Scheduling, 2002, p. 23-27
Yang, Qiang
Web-log Mining for Quantitative Temporal Event Prediction
IEEE Computational Intelligence Bulletin, Vol. 1, No. 1. pp. 10-19
Yang, Qiang; Wang, Hui; Zhang, Wei

Book chapter 2

An Open Framework for Smart and Personalized Distance Learning
Advances in Web-based Learning / v. 2436, Shen, Ruimin, Han, Peng, Yang, Fan, Yang, Qiang, Huang, Joshua Zhexue. Berlin: Springer Berlin Heidelberg, 17 August 2002 through 19 August 2002; Code 120619, Pages 19-30
Shen, Ruimin; Han, Peng; Yang, Fan; Yang, Qiang; Huang, Joshuazhexue
Cut-and-pick transactions for proxy log mining
Advances in Database Technology — EDBT 2002 / Lou, WenWu, Liu, GuiMei, Lu, HongJun, Yang, Qiang. Berlin: Springer Berlin Heidelberg, 2002, p. 88-105
Lou, Wenwu; Liu, Guimei; Lu, Hongjun; Yang, Qiang

Conference paper 6

Case Mining for Action Recommendations
Proceedings of the IEEE International Conference on Data Mining (ICDM02) Conference. Japan, December
Yang, Qiang; Cheng, Hong
Fuzzy Cognitive Agents for Personalized Recommendation
Proceedings of the 3rd International Conference on Web Information Systems Engineering (WISE2003), Singapore. December, IEEE Computer Society
Miao, Chunyan; Yang, Qiang; Fang, Haijing; Goh, Angela
Mining case bases for action recommendation
Proceedings - IEEE International Conference on Data Mining, ICDM, 9 December 2002 through 12 December 2002; Category numberPR01754; Code 82449, Pages 522-529
Yang, Qiang; Cheng, Hong
Mining optimal actions for profitable CRM
Proceedings - 2nd IEEE International Conference on Data Mining, ICDM '02; Maebashi; Japan, 9 December 2002 through 12 December 2002; Category numberPR01754; Code 82449, Pages 767-770
Ling, Charles; Chen, Tielin; Yang, Qiang; Cheng, Jie
Objective-oriented utility-based association mining
Proceedings - IEEE International Conference on Data Mining, ICDM, IEEE, 2002, p. 426-433
Shen, Yidong; Zhang, Zhong; Yang, Qiang
The Application of Case Based Reasoning on a Q&A System
Proceedings of the Australian Joint Conference on Artificial Intelligence 2002: (AI 02) Australia, 2002, p. 704-713
Han, Peng; Shen, Ruimin; Yang, Fan; Yang, Qiang


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Article 8

A case-addition policy for case-base maintenance
Computational Intelligence Journal, Special Issue on Case-based Maintenance, Edited by Boston MA UK: Blackwell Publishers, v. 17, (2), May 2001, Pages 250-262
Yang, Qiang; Zhu, Jun
ActiveCBR: An Agent System that Integrates Case-based Reasoning and Active Databases
International Journal of Knowledge and Information Systems (KAIS Journal), Editedby Springer-Verlag, v. 3, (2), May 2001, p. 225-251
Li, Sheng; Yang, Qiang
An Agent Approach for Personalized Recommendation
FSKD, 2001, p. 231-235
Miao, C.; Fang, H.; Tao, X.; Yang, Qiang; Gay, RKL
Enhancing the Effectiveness of Interactive Case-Based Reasoning with Clustering and Decision Forests
Applied Intelligence Journal, v. 14, (1), January 2001, Pages 49-64
Yang, Qiang; Wu, Jing
Feature Weight Maintenance in Case Bases Using Introspective Learning
Journal of Intelligent Information Systems, 16, Issue 2, March 2001, Pages 95-116
Zhang, Zhong; Yang, Qiang
Integrating Web Prefetching and Caching Using Prediction Models
World Wide Web Journal, 4(4), 299-321
Yang, Qiang; Zhang, Henry
Introduction To the Special Issue on Maintaining Case‐Based Reasoning Systems
Computational Intelligence, v. 17, (2), p. 193-195
Leake, David B.; Smyth, Barry; Wilson, David C.; Yang, Qiang
Redundancy Detection in Semi-structured Case Bases
IEEE Transactions on Knowledge and Data Engineering, v. 13, (3), p. 513-518
Racine, Kirsti; Yang, Qiang

Conference paper 7

Classification Pruning for Web-request Prediction
Proc. of 2001 WWW Conference, Hong Kong (Posters), 2001
Li, Ian TianYi; Yang, Qiang; Wang, Ke
Correlation-based document clustering using web logs
Proceedings of the 34th Annual Hawaii International Conference on System Sciences; Maui, HI; United States, 3 January 2001 through 6 January 2001; Code 58187, Page 129
Su, Zhong-Ming; Yang, Qiang; Zhang, Hongli; Xu, Xiaowei; Hu, Yuhen
Mining High-Quality Cases for Hypertext Prediction and Prefetching
2001 International Conference on Case Based Reasoning, 2080, 30 July 2001 through 2 August 2001; Code 127729, Pages 744-755
Yang, Qiang; Zhang, Henryhaining; Li, Ian Tian Yi
Mining Web Logs for Prediction Models in WWW Caching and Prefetching
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, San Francisco, CA; United States, 26 August 2001 through 29 August 2001; Code 60361, Pages 473-478
Yang, Qiang; Zhang, HainingHenry; Li, Tianyi
Mining Web Logs to Improve Web Caching and Prefetching
Web Intelligence 2001, 483-492
Yang, Qiang; Zhang, Henry; Li, T. Y. Ian; Lu, Ye
Model based predictive prefetching
Proceedings - 12th International Workshop on Database and Expert Systems Applications, DEXA 2001; Munich; Germany, v. 2001-January, 3 September 2001 through 7 September 2001; Category numberPR01230; Code 116321, Article number 953077, Pages 291-295
Yang, Qiang; Zhang, Zhen
Taylor series prediction: A cache replacement policy based on second-order trend analysis
Proceedings of the Hawaii International Conference on System Sciences, Hawaii, 3 Jan 2001
Yang, Qiang; Zhang, Hao; Zhang, Hui


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Book chapter 2

Activating case-based reasoning with active databases
Advances in Case-Based Reasoning / Li, Sheng,Yang, Qiang. Berlin: Springer Berlin Heidelberg, 2000, Pages 3-14
Li, Sheng; Yang, Qiang
Exploiting Intelligent Agents and Data Mining for Electronic Commerce
Electronic Commerce Technology Trends: Challenges and Opportunities / Edited by Weidong Kou, Yelena Yesha. IBM Press, 2000, Chapter 9, p.115-134
Yang, Qiang; Carrick, Christina; Lam, Joyce; Wang, Yong; Zhang, Hui

Conference paper 6

A Prediction System for Multimedia Pre-fetching in internet
Proceedings of the ACM International Multimedia Conference and Exhibition, 2000, p. 3-11, Code 58205
Su, Zhong-Ming; Yang, Qiang; Zhang, Hong-Jiang
A Unified Framework for Semantics and Feature Based Relevance Feedback in Image Retrieval Systems
Proceedings of the 8th ACM International Conference on Multimedia (ACM Multimedia 2000); Los Angeles, CA; United States, 30 October 2000 through 4 November 2000; Code 58205, Pages 31-37
Lu, Ye; Hu, Chunhui; Zhu, Xinyu; Zhang, Hong; Yang, Qiang
Advances in Artificial Intelligence
13th Biennial Conference of the Canadian Society for Computational Studies of Intelligence, AI 2000 Montreal, Quebec, Canada,, 14-17 May 2000
Hamilton, HJ; Yang, Qiang
Keep It Simple: A Case Base Maintenance Policy based on Clustering and Information Theory
Proceedings of the 13th Biennial Conference of the Canadian Society for Computational Studies of Intelligence, AI 2000; Monteal; Canada, v. 1822, 14 May 2000 through 17 May 2000; Code 126919, Pages 102-114
Yang, Qiang; Wu, Jing
Towards a Next Generation Search Engine
Proceedings of the Sixth Pacifiic Rim Artificial Intelligence Conference (PRICAI 2000), Melborne, Australia, August 2000, p. 5–15
Yang, Qiang; Wang, Hai-Feng; Wen, Ji-Rong; Zhang, Gao; Lu, Ye; Lee, Kai-Fu; Zhang, Hong-Jiang
WhatNext: A Prediction System for Web Requests using N-gram Sequence Models
First International Conference on Web Information Systems and Engineering Conference, Hong Kong, June 2000, p. 214–221
Su, Zhong; Yang, Qiang; Lu, Ye; Zhang, Hong Jiang


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Article 1

Maintaining Large Case Bases Using Index Learning and Clustering
International Young Computer Scientist Conference'99.(ICYCS'99), 1999, Feb
Yang, Qiang; Wu, Jing; Zhang, Zhong

Conference paper 8

A catalog of agent coordination patterns
Proceedings of the 1999 3rd International Conference on Autonomous Agents; Seattle, WA, USA, 1 May 1999 through 5 May 1999; Code 55456, Pages 412-413
Hayden, Sandra Claire; Carrick, Christian; Yang, Qiang
Activating CBR Systems through Autonomous Information Gathering
International Conference on Case Based Reasoning '99 (ICCBR-99), Germany, v. 1650, 27 July 1999 through 30 July 1999; Code 157869, Pages 74-88
Carrick, Christina; Yang, Qiang; Abi-Zeid, Irene; Lamontagne, Luc
Architectural Design Patterns for Multiagent Coordination
Proceedings of the 3rd International Conference on Autonomous Agents "99, Seattle, WA, May 1999, p. 412–413
Hayden, Sandra; Carrick, Chirstina; Yang, Qiang
Dynamic Refinement of Feature-Weights in CBR Using Quantitative Introspective Learning
16th International Joint Conference on Artificial Intelligence, IJCAI 1999; Stockholm; Sweden, v.1, 31 July 1999 through 6 August 1999; Code 97869, Pages 228-233
Zhang, Zhong; Yang, Qiang
Is CBR Applicable to the Coordination of Search and Rescue Operations? A Feasibility Study
International Conference on Case Based Reasoning '99 (ICCBR-99), Germany, July 1999, p. 358–371
Abi-Zeid, Irene; Yang, Qiang; Lamontagne, Luc
Plan Mining by Divide-and-Conquer
1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, Jun 1999
Han, Jiawei; Yang, Qiang; Kim, Edward
Real-Time Scheduling for Multi-Agent Call Center Automation
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), 5th European Conference on Planning, ECP 1999; Durham; United Kingdom, v. 1809, 8 September 1999 through 10 September 1999; Code 130429, Pages 187-199
Wang, Yong; Yang, Qiang; Zhang, Zhong
Remembering to Add: Competence-preserving Case Addition Policies for Case Base Maintenance
16th International Joint Conference on Artificial Intelligence, IJCAI 1999; Stockholm; Sweden, 31 July 1999 through 6 August 1999; Code 97869, Pages 234-239
Zhu, Jun; Yang, Qiang


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Article 5

Acquisition and maintenance of text-based plans
Proc. 1998 AIPS (Artificial Intelligence Planning Systems Conf.) Workshop on Knowledge Engineering and Acquisition for Planning: Bridging Theory and Practice, 1998, Jul
Yang, Qiang; Racine, Kirsti; Zhang, Zhong
Applying Plan Recognition Algorithms to Program Understanding
Automated Software Engineering Journal, Kluwer Aca demic Publishers, (ASE Journal), v. 5, (2), April 1998, Pages 347-372
Quilici, Alex A.; Yang, Qiang; Woods, Steven G.
Design patterns for planning systems
Proceedings of the 1998 AIPS Workshop on Knowledge Engineering and Acquisition for Planning: Bridging Theory and Practice, 1998, p. 104-112
Yang, Qiang; Fong, Philip; Kim, Edward
Program Understanding as Constraint Satisfaction: Representation and Reasoning Techniques
Automated Software Engineering Journal, (ASE Journal), v. 5, (2), April 1998, p. 147-181
Woods, Steven; Yang, Qiang
Redundancy and inconsistency detection in large and semi-structured case bases
IEEE Transactions on Knowledge and Data Engineering, 1998, Aug
Racine, Kirsti; Yang, Qiang

Book 1

Constraint-based design recovery for software reengineering: theory and experiments
Constraint-based design recovery for software reengineering: theory and experiments / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. USA: Springer Science & Business Media, 1998
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang

Book chapter 7

Additional Experiments with Concept Recovery
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G, Quilici, Alexander E, Yang, Qiang. US: Springer US, 1998, p. 91-116
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang
An agent system for intelligent situation assessment
Artificial Intelligence: Methodology, Systems, and Applications / Yang, Qiang, Abi-Zeid, Irene, Lamontagne, Luc. Berlin: Springer Berlin Heidelber, 21 September 1998 through 23 September 1998; Code 93537, Pages 466-474
Yang, Qiang; Abi-Zeid, Irene; Lamontagne, Luc
Improving Our Constraint-Based Approach
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. US: Springer US, 1998, p. 133-158
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang
Initial Experiments with Concept Recovery
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. US: Springer US, 1998, p. 67-90
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang
Plan-Based Program Understanding
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. US: Springer US, 1998, p. 19-41
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang
Program Understanding and AI Plan Recognition
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. US: Springer US, 1998, p. 117-132
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang
Program Understanding and Constraint Satisfaction
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. US: Springer US, 1998, p. 43-65
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang

Conference paper 3

ASISA: Agent Systems for Intelligent Situation Assessment
Proceedings of the 1998 International Conference on AI Methodologies, Systems and Applications, (AIMSA 98) Bulgaria, October 1998, p. 466–474
Yang, Qiang; Abi-Zeid, Irene; Lamontagne, Luc
Towards Lifetime Maintenance of Case Base Indexes for Continual Case Based Reasoning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 1998; Sozopol; Bulgaria, v. 1480, 21 September 1998 through 23 September 1998; Code 93537, Pages 489-500
Zhang, Zhong; Yang, Qiang
Traffic scheduling with per VC QoS guarantee in WDM networks
Conference Record / IEEE Global Telecommunications Conference, v. 1, 1998, p. 339-344
Li, Bo; Yang, Qiang


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Article 4

Automatically Selecting and Using Primary Effects in Planning
Theory and Experiments In Artificial Intelligence Journal (AIJ), v. 89, 1997, p. 1-30
Fink, Eugene; Yang, Qiang
Automatically Selecting and Using Primary Effects in Planning: Theory and experiments
Artificial Intelligence, v. 89, (1-2), January 1997, Pages 285-315
Fink, Eugene; Yang, Qiang
Caseadvisor: Supporting interactive problem solving and case base maintenance for help desk applications
IJCAI, v. 97, 1997, Aug
Yang, Qiang; Kim, Edward; Racine, Kirsti
Effect of RE Oxide in Electrode Coating on Thermal Plasticity of Weld
IRON AND STEEL, v. 32, (6), 1997, Pages 51-55
Yang, Qiang; Wang, A.; Li, C.

Book 1

Case Study: Collective Resource Reasoning
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 67-79
Yang, Qiang

Book chapter 11

Analytical Techniques
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 39-48
Yang, Qiang
Effect Abstraction
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 225-237
Yang, Qiang
Generating Abstraction Hierarchies
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 189-206
Yang, Qiang
Global Conflict Resolution
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 101-120
Yang, Qiang
Hierarchical Planning
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 163-188
Yang, Qiang
Multiple-Goal Plan Selection
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 141-157
Yang, Qiang
Plan Merging
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 121-139
Yang, Qiang
Planning by Decomposition
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 85-100
Yang, Qiang
Properties of Task Reduction Hierarchies
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 207-223
Yang, Qiang
Representation and Basic Algorithms
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 15-38
Yang, Qiang
Useful Supporting Algorithms
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 49-66
Yang, Qiang

Conference paper 2

Maintaining Unstructured Case Bases
Proceedings of the 1997 International Conference on Case Based Reasoning, (ICCBR 97) RI, USA, v.1266, 25 July 1997 through 27 July 1997; Code 150809, Pages 553-564
Racine, Kirsti; Yang, Qiang
Seabed Response to Wave Loading
Proceedings of the international Offshore and Polar Engineering Conference, v. 1, 1997, p. 689-695
Yang, Qiang; Poorooshasb, Hromoz B.


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Article 6

Canadian Artificial Intelligence Conference
Canadian Artificial Intelligence\ 1996, p. 37
McCalla, G.; Boulet, M.; Yang, Qiang; Mori, R.; Fox, M.; Goldfarb, L.; Greer, J.; Hamilton, H.; Hirst, G.; Holte, R.; Lin, D.; Little, J.; Martin, J.; McFetridge, P.; Mercer, B.; Milios, E.; Patel-Schneider, P.; Song, F.; Trudel, A.
On the consistency management of large case bases: the case for validation
AAAI Technical Report-Verification and Validation Workshop, 1996, p.1
Racine, Kirsti; Yang, Qiang
On the implementation and evaluation of abtweak
Computational Intelligence, v. 12, (2), 1996, May, p. 307-325
Yang, Qiang; Tenenberg, Josh D.; Woods, Steven G.
On the Implementation and Evaluation of ABTWEAK
Computational Intelligence Journal, Edited by Blackwell Publishers, v. 12, (2), 1996, p. 295-318
Yang, Qiang; Tenenberg, Josh D.; Woods, Steven G.
Refinement of Naphthenic Acids With Solvent Extraction
Journal-University of Petroleum China Natural Science Edition, v. 20, 1996, p. 79-82
Li, S.; Yang, Qiang; Fan, W.
Situated control rules as approximate plans: a PAC-based theory
New directions in AI planning, v.31, 1996, p. 327-339
Fong, P.W.L.; Yang, Qiang

Conference paper 3

Applying Design Patterns to State-Space Search Applications
Proceedings of the 3rd Annual Conference on the Pattern Languages of Programs. Monticello, Illinois, September 1996, Chapter 8.2
Fong, Philip W.L.; Kim, Edward; Yang, Qiang
Applying Plan Recognition Algorithms to Program Understanding
Proceedings of the Knowledge Based Software Engineering Conference,(KBSE 96) Syracuse, New York, 25 September 1996 through 28 September 1996; Code 45485, Pages 96-103
Quilici, Alex A.; Yang, Qiang; Woods, Steven G.
The Program Understanding Problem: Analysis and A Heuristic Approach
Proceedings of the 18th International Conference on Software Engineering (ICSE-96), Berlin, Germany, Edited by IEEE Computer Society Press, 25 March 1996 through 29 March 1996; Code 44661, Pages 6-15
Woods, Steven G.; Yang, Qiang


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Article 4

Constraint-based program plan recognition in legacy code
Working Notes of the Third Workshop on AI and Software Engineering: Breaking the Toy Mold\ 1995
Woods, Steven G.; Yang, Qiang
Planning as Refinement Search: A Unified Framework for Evaluating Design Tradeoffs in Partial-Order Planning
Artificial Intelligence Journal (AIJ), v. 75, (3), July 1995, Pages 167-238
Kambhampati, Subbarao; Knoblock, Craig A.; Yang, Qiang
Program understanding: A constraint satisfaction modeling framework; understanding as plan recognition
Technical Report CS 95-52, University of Waterloo, Department of Computer Science, 1995
Yang, Qiang; Woods, S.; Quilici, A.
Relating the performance of partial-order planning algorithms to domain features
ACM SIGART Bulletin, v.6 (1), 1995, pp 8-15
Yang, Qiang; Knoblock, Craig A.

Conference paper 2

Planning with Primary Effects: experiments and analysis
Proceedings of the International Conference on Artificial Intelligence (IJCAI-95), Montreal, Canada, August 1995, Pages1606-1612
Fink, Eugene; Yang, Qiang
Program Understanding as Constraint Satisfaction
Proceedings of the 2nd International Working Conference on Reverse Engineering (WCRE-95), Toronto, Canada, 14 July 1995 through 16 July 1995; Code 43484, Pages 314-323
Woods, Steve G.; Yang, Qiang


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Article 4

A new understanding of the Archean–Proterozoic boundary
Geologic Review, v.40, 1994, p. 483-488
Yang, Qiang; Deng, J.; Chen, Y.J.; Ouyang, Z.Y.
An Evaluation of the Temporal Coherence Heuristic for Partial-Order Planning
Computational Intelligence Journal, Edited by Blackwell Publishers, v. 10, (3), August 1994, Pages 245-267
Yang, Qiang; Murray, Cheryl
Downward Refinement and the Efficiency of Hierarchical Problem Solving
Artificial Intelligence Journal (AIJ), v. 71, (1), November 1994, Pages 43-100
Bacchus, Fahiem; Yang, Qiang
Search reduction in planning with primary effects
Proceedings of the Workshop on Theory Reformulation and Abstraction, 1994, p. 39-55
Yang, Qiang; Fink, Eugene

Conference paper 4

A Framework for Automatic Problem Decomposition in Planning
Proceedings of the Second International Conference On AI Planning And Scheduling Systems (AIPS-94), Chicago, USA, Edited by AAAI Press, June 1994, p.p 347-352
Yang, Qiang; Bai, Shuo; Qiu, Guiyou
Delaying Variable Binding Commitments in Planning\
Proceedings of the Second International Conference On AI Planning And Scheduling Systems (AIPS-94), Chicago, USA, Edited by AAAI Press, June 1994, p. 182-187
Yang, Qiang; Chan, Alex Yiu Man
Evaluating the tradeoffs in Partial-Order Planning Algorithms
Proceedings of the Canadian Artificial Intelligence Conference (AI '94), Banff, Alberta, Canada, May 1994, p. 279-286
Knoblock, Craig A.; Yang, Qiang
Evaluating the Tradeoffs in Partial-Order Planning Algorithms
Proceedings of the AAAI-94 Workshop on Comparative Analysis of AI Planning Systems, Seattle, WA, Edited by AAAI, August 1994, p. 42-58
Knoblock, Craig A.; Yang, Qiang


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Conference paper 6

A Spectrum of Plan Justifications
Proceedings of the AAAI Spring Symposium on Foundations of Automatic Planning, Stanford University, CA, Edited by AAAI, 1993, p. 29-33
Fink, Eugene; Yang, Qiang
Characterizing and Automatically Finding Primary Effects in Planning
13th International Joint Conference on Artificial Intelligence (IJCAI-93), Chambery, France, Edited by IJCAI Inc, August 1993, p. 1374-1379
Fink, Eugene; Yang, Qiang
Comparing SNLP and TWEAK Planning Algorithms
Proceedings of the AAAI Spring Symposium on Foundations of Automatic Planning, Stanford University, CA, Edited by Sponsoring Society. AAAI 1993, p. 73-77
Knoblock, Craig A.; Yang, Qiang
Constraint Relaxation using Local Search and Abstraction
3rd International Conference for Young Computer Scientists (ICYCS-93), Beijing, China, Edited by ICYCS and ACM Press, July 1993, p. 2.118-2.121
Yang, Qiang; Fong, Philip W.L.
Forbidding Preconditions and Ordered Abstraction Hierarchies
Proceedings of the AAAI Spring Symposium on Foundations of Automatic Planning, Stanford University, CA, Edited by AAAI, 1993, p. 34-38
Fink, Eugene; Yang, Qiang
Merging Plans Efficiently
1993 NSF Conference Proceedings, Charlotte, NC. USA, Edited by USA: NSF, January 1993, 6 pages
Nau, Dana; Hendler, James; Yang, Qiang


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Article 5

A Theory of Conflict Resolution in Planning
Artificial Intelligence Journal (AIJ), v. 58, (1-3), December 1992, Pages 361-392
Yang, Qiang
Handling Feature Interactions in Process-Planning
Journal of Applied Artificial Intelligence, Edited by Hemisphere Publishers, v. 6, (4), October-December 1992, p. 389-415
Karinthi, Raghu; Nau, Dana; Yang, Qiang
Major Classification: Problem solving. Minor Classification: Planning.
Computational Intelligence, v. 8 (2), 1992, p. 648-676
Yang, Qiang; Hendler, J.; Nau, D.S.
Merging Separately Generated Plans with Restricted Interactions
Computational Intelligence Journal, v. 8, (4), 1992, p. 648-676
Yang, Qiang; Nau, Dana; Hendler, James
Theory and Algorithms for Plan Merging
Artificial Intelligence Journal (AIJ), v. 57, (2-3), October 1992, Pages 143-181
Foulser, Dave E.; Li, Ming; Yang, Qiang

Conference paper 3

Automatically Abstracting the Effects of Operators
Proceedings of the First International Conference on AI Planning Systems (AIPS-92), Maryland, USA, Edited by AAAI Press, 15 June 1992 through 17 June 1992; Code 17018, Pages 243-251
Fink, Eugene; Yang, Qiang
Formalizing Plan Justifications
Proceedings of the Canadian Artificial Intelligence Conference (AI '92), Edited by Canadian AI Society: CSCSI Press, May 1992, p. 9-14
Fink, Eugene; Yang, Qiang
The Expected Value of Hierarchical Problem-Solving
Proceedings of the Tenth National Conference on Artificial Intelligence, AAAI'92 / AAAI Press. Palo Alto, California : AAAI Press, 1992, p. 369-374
Bacchus, Fahiem; Yang, Qiang


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Conference paper 3

A Quantitative Theory for Plan Merging
Proceedings of the 9th National Conference on Artificial Intelligence, AAAI'91, v. 2 / AAAI Press. Palo Alto, California : AAAI Press, 1991, p. 673-678
Foulser, Dave Edward; Li, Ming; Yang, Qiang
Characterizing Abstraction Hierarchies for Planning
Proceedings of the 9th National Conference on Artificial Intelligence, AAAI'91, v. 2 / AAAI Press. Palo Alto, California : AAAI Press, 1991, p. 692-697
Knoblock, Craig A.; Tenenberg, Josh D.; Yang, Qiang
The Downward Refinement Property
Proceedings of the Twelfth International Joint Conference on Artificial Intelligence (IJCAI-91), Sydney, Australia, Edited by IJCAI Inc., August 1991, p. 286-292
Bacchus, Fahiem; Yang, Qiang


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Article 2

An Al Approach to Process Sequencing
Advanced Manufacturing Engineering, v.1, (5), 1989, Oct, Pages 271-276
Ssemakula, Mukasa E.; Nau, Dana; Rangachar, Ramesh M.; Yang, Qiang
Formalizing Planning Knowledge for Hierarchical Planning
Computational Intelligence Journal, v.6, (1), 1990, Feb, p. 12-24
Yang, Qiang

Conference paper 6

ABTWEAK: Abstracting a Non-Linear Least Commitment Planner
8th National Conference on Artificial Intelligence, AAAI'90, Boston, Massachusetts, USA, 3 August - 29 July 1990
Yang, Qiang; Tenenberg, Josh D.
An Algebraic Approach to Conflict Resolution in Planning
8th National Conference on Artificial Intelligence, AAAI'90, Boston, Massachusetts, USA, 3 August - 29 July 1990
Yang, Qiang
Optimization of multiple-goal plans with limited interaction
Innovative Approaches to Planning, Scheduling and Control / Edited by Sycara, KP. San Mateo: Morgan Kaufmann, 1990, p. 160-165
Nau, Dana; Yang, Qiang; Hendler, James
Preprocessing Hierarchical Planning Knowledge for Efficient Planning
Proceedings of the 9th European Conference on Artificial Intelligence (ECAI-90), Stockholm, Sweden, August 1990, p. 732-737
Yang, Qiang
Solving the Generalized Hitting Set Problems
Proceedings of the 9th European Conference on Artificial Intelligence (ECAI-90), Stockholm, Sweden, August 1990, p. 738-743
Yang, Qiang
Solving the Problem of Hierarchical Inaccuracy in Planning
Proceedings of the Eighth Biennial Conference of the Canadian Society for Computational Studies of Intelligence (CSCSI-90), Ottawa, Ontario, May 1990, p. 140-145
Yang, Qiang


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Conference paper 3

An Approach to Multi-Goal Planning with Limited Interactions
Proceedings of the AAAI 1989 Spring Symposium Series, Stanford University, Stanford, CA., March 1989, p. 64-68
Yang, Qiang; Nau, Dana; Hendler, James
Planning for Multiple Goals with Limited Interactions
Proceedings of the Fifth IEEE Conference on Artificial Intelligence Applications, Miami, Florida, Edited by IEEE Computer Society, March 1989, p. 263-270
Nau, Dana S.; Yang, Qiang; Hendler, James A.
Preprocessing Search Spaces for Branch and bound Search
Proceedings of the Eleventh International Joint Conference on Artificial Intelligence (IJCAI-89), Detroit, Michigan, August 1989, p. 349-353
Yang, Qiang; Nau, Dana


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Article 1

Integrating AI and solid modeling for design and process planning
Second IFIP Working Group 5.2 Workshop on Intelligent CAD, University of Cambridge, 1988, Sept
Nau, Dana S.; Karinthi, Raghu; Yang, Qiang

Conference paper 1

Optimal Process Sequencing in CAPP Systems
AUTOFACT '88, Chicago, Ill., October 1988, 5 pages
Saemakula, M.E.; Nau, Dana; Rangachar, Raghu M.; Yang, Qiang


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2016 17

Cross-Domain Data Fusion
Computer, v. 49, (4), April 2016, article number 7452312, p. 18
Yang, Qiang Article
Heterogeneous Translated Hashing: A Scalable Solution towards Multi-modal Similarity Search
ACM Transactions on Knowledge Discovery from Data, v. 10, (4), May 2016, article number 36
Wei, Ying; Song, Yangqiu; Zhen, Yi; Liu, Bo; Yang, Qiang Article
Individual Judgments Versus Consensus: Estimating Query-URL Relevance
ACM Transactions on the Web, v. 10, (1), January 2016, article number 3
Song, Hengjie; Xu, Yonghui; Min, Huaqing; Wu, Qingyao; Wei, Wei; Weng, Jianshu; Han, Xiaogang; Yang, Qiang; Shi, Jialiang; Gu, Jiaqian; Miao, Chunyan; Toyoaki, Nishida Article
Mitigating Herding in Hierarchical Crowdsourcing Networks
Scientific Reports, v. 6, (1), December 2016, article number 4
Yu, Han; Miao, Chunyan; Leung, Cyril; Chen, Yiqiang; Fauvel, Simon; Lesser, Victor R.; Yang, Qiang Article
Telco User Activity Level Prediction with Massive Mobile Broadband Data
ACM Transactions on Intelligent Systems and Technology, v. 7, (4), May 2016, article number 63
Luo, Chen; Zeng, Jia; Yuan, Mingxuan; Dai, Wenyuan; Yang, Qiang Article
Temporal Skeletonization on Sequential Data: Patterns, Categorization, and Visualization
IEEE Transactions on Knowledge and Data Engineering, v. 28, (1), January 2016, p. 211-223
Liu, Chuanren; Zhang, Kai; Xiong, Hui; Jiang, Guofei; Yang, Qiang Article
Transfer Learning for Semisupervised Collaborative Recommendation
ACM Transactions on Interactive Intelligent Systems, v. 6, (2), July 2016, article number 10
Pan, Weike; Yang, Qiang; Duan, Yuchao; Ming, Zhong Article
City-scale map creation and updating using GPS collections
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 13-17-August-2016, August 2016, p. 1465-1474
Chen, Chen; Lu, Cewu; Huang, Qixing; Yang, Qiang; Gunopulos, Dimitrios; Guibas, Leonidas J. Conference paper
Collaborative Evolution for User Profiling in Recommender Systems
IJCAI International Joint Conference on Artificial Intelligence, 2016-January, 2016, p. 3804-3810
Lu, Zhongqi; Pan, Jialin; Li, Yong; Jiang, Jie; Yang, Qiang Conference paper
Correlated Tag Learning in Topic Model
32nd Conference on Uncertainty in Artificial Intelligence 2016, UAI 2016, 2016, p. 457-466
Li, Shuangyin; Pan, Rong; Zhang, Yu; Yang, Qiang Conference paper
Deep visual-semantic hashing for cross-modal retrieval
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 13-17-August-2016, August 2016, p. 1445-1454
Cao, Yue; Long, Mingsheng; Wang, Jianmin; Yang, Qiang; Yuy, Philip S. Conference paper
Infusing Human Factors into Algorithmic Crowdsourcing
Proceedings of the Twenty-Eighth AAAI Conference on Innovative Applications(IAAI-16), 2016, p. 4062-4064
Han, Yu; Miao, Chunyan; Shen, Zhiqi; Jun, Lin; Leung, Cyril; Yang, Qiang Conference paper
Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning
Proceedings of the AAAI Conference on Artificial Intelligence, v. 30, (1), 2016, article number 10172, p. 1338-1344
Wei, Ying; Zhu, Yin; Leung, Cane Wing Ki; Song, Yangqiu; Yang, Qiang Conference paper
Matrix Factorization+ for Movie Recommendation
IJCAI International Joint Conference on Artificial Intelligence, v. 2016, January 2016, p. 3945-3951
Zhao, Lili; Lu, Zhongqi; Pan, Jialin; Yang, Qiang Conference paper
Multi-Domain Active Learning for Recommendation
Proceedings of the AAAI Conference on Artificial Intelligence, v. 30, (1), 2016, article number 10291, p. 2358-2364
Zihan, Zhang; Jin, Xiaoming; Li, Lianghao; Ding, Guiguang; Yang, Qiang Conference paper
The Lifecycle and Cascade of WeChat Social Messaging Groups
WWW '16 Proceedings of the 25th International Conference on World Wide Web, 2016, p. 311-320
Qiu, JieZhong; Li, Yixuan; Tang, Jie; Lu, Zheng; Ye, Hao; Chen, Bo; Yang, Qiang; Hopcroft, John E. Conference paper
Transfer Knowledge between Cities
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 13-17-August-2016, August 2016, p. 1905-1914
Wei, Ying; Zheng, Yu; Yang, Qiang Conference paper

2015 17

Adsorption of phenols on reduced-charge montmorillonites modified by bispyridinium dibromides: Mechanism, kinetics and thermodynamics studies
Colloids and Surfaces A: Physicochemical and Engineering Aspects, v. 482, October 2015, p. 222-230
Luo, Zhongxin; Gao, Manglai; Yang, Senfeng; Yang, Qiang Article
Modeling Neuron Selectivity Over Simple Midlevel Features for Image Classification
IEEE Transactions on Image Processing, v. 24, (8), August 2015, article number 7069202, p. 2404-2414
Kong, Shu; Jiang, Zhuolin; Yang, Qiang Article
PBOOST: a GPU-based tool for parallel permutation tests in genome-wide association studies
Bioinformatics, v. 31, (9), 2015, p. 1460-1462
Yang, Guangyuan; Jiang, Wei; Yang, Qiang; Yu, Weichuan Article
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, 25-31 July 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, 25-31 July 2015 / Edited by Qiang Yang and Michael J Wooldridge. Palo Alto: The Association for the Advancement of Artificial Intelligence Press / International Joint Conferences on Artificial Intelligence, 2015.
Yang, Qiang; Wooldridge, Michael Book
Content-based Collaborative Filtering for News Topic Recommendation
Proceedings of the AAAI Conference on Artificial Intelligence, v. 29, (1), 2015, article number 9183, p. 217-223
Lu, Zhongqi; Dou, Zhicheng; Lian, Jianxun; Xie, Xing; Yang, Qiang Conference paper
Differential Privacy in Telco Big Data Platform
The Proceedings of the VLDB Endowment (PVLDB), v. 8, (12), August 2015, p. 1692-1703
Hu, Xueyang; Yuan, Mingxuan; Yao, Jianguo; Deng, Yu; Chen, Lei; Yang, Qiang; Guan, Haibing; Zeng, Jia Conference paper
Efficient Task Sub-delegation for Crowdsourcing
Proceedings of the AAAI Conference on Artificial Intelligence, v. 29, (1), 2015, article number 9337, p. 1305-1311
Yu, Han; Miao, Chunyan; Shen, Zhiqi; Leung, Cyril; Chen, Yiqiang; Yang, Qiang Conference paper
Lifelong Machine Learning Test
29th AAAI Conference on Artificial Intelligence, AAAI-15, Austin, Texas, USA, 25-30 January 2015
Li, Lianghao; Yang, Qiang Conference paper
Mining Target Users for Online Marketing Based on App Store Data
Proceedings: 2015 IEEE International Conference on Big Data, Edited by: Howard Ho, Beng Chin Ooi, Mohammed J. Zaki, Xiaohua Hu, Laura Haas, Vipin Kumar, Sudarsan Rachuri, Shipeng Yu, Morris Hui-I Hsiao, Jian Li, Feng Luo, Saumyadipta Pyne, Kemafor Ogan. The Institute of Electrical and Electronics Engineers, Inc., 2015, p. 1043-1052
He, Xiuqiang; Dai, Wenyuan; Cao, Guoxiang; Tang, Ruiming; Yuan, Mingxuan; Yang, Qiang Conference paper
Question Classification by Approximating Semantics
Proceedings of the 24th International Conference on World Wide Web, New York, NY, USA : ACM, 2015, p. 407-417
Feng, Guangyu; Xiong, Kun; Tang, Yang; Cui, Anqi; Bai, Jing; Li, Hang; Yang, Qiang; Li, Ming Conference paper
RAIN: Social Role-Aware Information Diffusion
The 29th Association for the Advancement of Artificial Intelligence Conference (AAAI15), Austin, Texas, USA, 25-30 January 2015
Yang, Yang; Tang, Jie; Cane, Leung; Sun, Yi-zhou; Chen, Qi-gong; Li, Juanzi; Yang, Qiang Conference paper
Sampling Big Trajectory Data
Proceedings of the 24th ACM International on Conference on Information and Knowledge Management, New York, NY, USA : ACM, 2015, p. 941-950
Li, Yanhua; Chow, Chiyin; Deng, Ke; Yuan, Mingxuan; Zeng, Jia; Zhang, Jiadong; Yang, Qiang; Zhang, Zhili Conference paper
Scalable Parallel EM Algorithms for Latent Dirichlet Allocation in Multi-Core Systems
WWW 2015 - Proceedings of the 24th International Conference on World Wide Web, May 2015, p. 669-679
Liu, Xiaosheng; Zeng, Jia; Yang, Xi; Jianfeng, Yan; Yang, Qiang Conference paper
Spectral Label Refinement for Noisy and Missing Text Labels
Proceedings of the AAAI Conference on Artificial Intelligence, v. 29, (1), 2015, article number 9560, p. 2972-2978
Song, Yangqiu; Wang, Chenguang; Zhang, Ming; Sun, Hailong; Yang, Qiang Conference paper
Telco Churn Prediction with Big Data
Proceedings of the ACM SIGMOD International Conference on Management of Data, v. 2015-May, May 2015, p. 607-618
Huang, Yiqing; Zhu, Fangzhou; Yuan, Mingxuan; Deng, Ke; Li, Yanhua; Ni, Bing; Dai, Wenyuan; Yang, Qiang; Zeng, Jia Conference paper
Transitive Transfer Learning
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 2015-August, August 2015, p. 1155-1164
Tan, Ben; Song, Yangqiu; Zhong, Erheng; Yang, Qiang Conference paper
User Modeling in Telecommunications and Internet Industry
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 2015-August, 2015, p. 1639-1639
Yang, Qiang Conference paper

2014 24

Action-model acquisition for planning via transfer learning
Artificial Intelligence, v. 212, (1), 2014, p. 80-103
Zhuo, Hankzhankui; Yang, Qiang Article
Bio‐Inspired Photonic‐Crystal Microchip for Fluorescent Ultratrace Detection
Angewandte Chemie - International Edition, v. 53, (23), June 2014, p. 5791-5795
Hou, Jue; Zhang, Huacheng; Yang, Qiang; Li, Mingzhu; Song, Yanlin; Jiang, Lei Article
Bird Flu Outbreak Prediction via Satellite Tracking
IEEE Intelligent Systems, v. 29, (4), July 2014, article number 6908908, p. 10-17
Zhou, Yuanchun; Tang, Mingjie; Pan, Weike; Li, Jinyan; Wang, Weihang; Shao, Jing; Wu, Liang; Li, Jianhui; Yang, Qiang; Yan, Baoping Article
Coencapsulation of epirubicin and metformin in PEGylated liposomes inhibits the recurrence of murine sarcoma S180 existing CD133+ cancer stem-like cells
European Journal of Pharmaceutics and Biopharmaceutics, v. 88, (3), 2014, p. 737-745
Yang, Qiang; Zhang, Ting; Wang, Chunling; Jiao, Jiao; Li, Jing; Deng, Yihui Article
Improvement of Dscam homophilic binding affinity throughout Drosophila evolution
BMC Evolutionary Biology, v. 14, (1), August 2014, article number 186
Wang, Guangzhong; Marini, Simone; Ma, Xinyun; Yang, Qiang; Zhang, Xuegong; Zhu, Yan Article
Improvement of Dscam homophilic binding affinity throughout Drosophila evolution
International Journal of Biological Markers, v. 29, (4), October 2014, p. e411-e422
Gao, Peng; Wang, Zhanwei; Zhang, Bin; Zou, Yourui; Guo, Hui; Liu, Haibo; Yang, Qiang; Fang, Zhihao; Jiang, Shucai; Shen, Bing; Chow, Louis W.C.; Loo, Wingsty; Ng, Elizabeth L.Y.; Tsang, William Article
Learning hierarchical task network domains from partially observed plan traces
Artificial intelligence, v. 212 (1), July 2014, Pages 134-157
Zhuo, Hankzhankui; Mu?oz-ávila, Héctor; Yang, Qiang Article
Multi‐transfer: Transfer learning with multiple views and multiple sources
Statistical Analysis and Data Mining, v. 7, (4), 2014, p. 282-293
Tan, Ben; Zhong, Erheng; Xiang, Evanwei; Yang, Qiang Article
OceanST: A Distributed Analytic System for Large-Scale Spatiotemporal Mobile Broadband Data
Proceedings of the VLDB Endowment, v. 7, (13), August 2014, p. 1561-1564
Yuan, Mingxuan; Deng, Ke; Zeng, Jia; Li, Yanhua; Ni, Bing; He, Xiuqiang; Wang, Fei; Dai, Wenyuan; Yang, Qiang Article
Transfer Learning with Graph Co-Regularization
IEEE Transactions on Knowledge and Data Engineering, v. 26, (7), 2014, article number 6544187, p. 1805-1818
Long, Mingsheng; Wang, Jianmin; Ding, Guiguang; Shen, Dou; Yang, Qiang Article
User Behavior Learning and Transfer in Composite Social Networks
ACM Transactions on Knowledge Discovery from Data, v. 8, (1), 2014, article number 2556613
Zhong, Erheng; Fan, Wei; Yang, Qiang Article
Adaptive User Distance Modeling in Social Media
Proceedings of the 2014 SIAM International Conference on Data Mining, Editors: Mohammed Zaki, Zoran Obradovic, Pang Ning Tan, Arindam Banerjee, Chandrika Kamath and Srinivasan Parthasarathy. Society for Industrial and Applied Mathematics, 2014, p. 316-324
Zhong, Erheng; Fan, Wei; Yang, Qiang Conference paper
Clinical Analysis of Three Cases of Fungal Esophagitis in Children with Acute Lymphoblastic Leukemia
Pediatric Blood & Cancer, v. 61, (S2), December 2014, p. S262-S263
Mai, H.; Cai, H.; Dai, D.; Bai, D.; Yang, Qiang; Yuan, X.; Li, C. Conference paper
Crowdsourced Time-sync Video Tagging Using Temporal and Personalized Topic Modeling
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014, p. 721-730
Wu, Bin; Zhong, Erheng; Tan, Ben; Horner, Andrew Brian; Yang, Qiang Conference paper
Effects of Additives on the Wettability of AgSnO₂ Contact Material
Proceedings of the 5th International Conference on Reliability of Electrical Products and Electrical Contacts, 2014, p. 295-299
Wang, Haitao; Yang, Qiang; Wang, Jing Conference paper
Linking Heterogeneous Input Spaces with Pivots for Multi-Task Learning
Proceedings of the 2014 SIAM International Conference on Data Mining, v. 1, 2014, p. 181-189
He, Jingrui; Liu, Yan; Yang, Qiang Conference paper
Mixed-transfer: transfer learning over mixed graphs
Proceedings of the 2014 SIAM International Conference on Data Mining, Editors: Mohammed Zaki, Zoran Obradovic, Pang Ning Tan, Arindam Banerjee, Chandrika Kamath and Srinivasan Parthasarathy. Society for Industrial and Applied Mathematics, 2014, p. 208-216
Tan, Ben; Zhong, Erheng; Ng, Michael; Yang, Qiang Conference paper
Music emotion recognition by multi-label multi-layer multi-instance multi-view learning
MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia, New York, NY, USA : ACM, 2014, p. 117-126
Wu, Bin; Zhong, Erheng; Horner, Andrew B.; Yang, Qiang Conference paper
RAIN: Social Role-Aware Information Diffusion
28th AAAI Conference (AAAI-14), Québec, Canada, 27-31 July 2014
Yang, Yang; Tang, Jie; Leung, Cane Wing Ki; Sun, Yizhou; Chen, Qicong; Li, Juanzi; Yang, Qiang Conference paper
Research on Layout of Measurement Points in Tunnel Lighting Experiment
Applied Mechanics and Materials, v. 580-583, 2014, p. 1024-1028
Yang, Qiang; Liang, Bo; Pan, Guobing; He, Shiyong; Chen, Wei; Dang, Xiaoyu; Wu, Zhiwei Conference paper
Robust Adaptive Control of Nonlinear Systems with Uncertainties
Applied Mechanics and Materials, v. 568-570, 2014, p. 1108-1112
Liu, Ning; Liu, Yusheng; Yang, Qiang Conference paper
Scalable heterogeneous translated hashing
Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, 2014, p. 791-800
Wei, Ying; Song, Yangqiu; Zhen, Yi; Liu, Bo; Yang, Qiang Conference paper
Source Free Transfer Learning for Text Classification
Proceedings of the AAAI Conference on Artificial Intelligence, v. 28, (1), 2014, article number 8721, p. 122-128
Lu, Zhongqi; Zhu, Yin; Pan, Sinnojialin; Xiang, Evanwei; Wang, Yujing; Yang, Qiang Conference paper
Temporal skeletonization on sequential data: Patterns, categorization, and visualization
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, United States : Association for Computing Machinery, 2014, p. 1336-1345
Liu, Chuanran; Zhang, Kai; Xiong, Hui; Jiang, Geoff; Yang, Qiang Conference paper

2013 25

Backstepping Sliding Mode Control of PMSM Based on dSPACE
Micromotors, v. 46, (3), March 2013
Yang, Q.; Liu, W.; Zhang, M. Article
Coordinated energy dispatching in microgrid with wind power generation and plug-in electric vehicles
IEEE Transactions on Smart Grid, v. 4, (3), 2013, article number 6576221, p. 1453-1463
Wu, Ting; Yang, Qiang; Bao, Zhejin; Yan, Wenjun Article
Feature Engineering for Semantic Place Prediction
Pervasive and Mobile Computing, v. 9, (6), December 2013, p. 772-783
Zhu, Yin; Zhong, Erheng; Lu, Zhongqi; Yang, Qiang Article
HapBoost: A Fast Approach to Boosting Haplotype Association Analyses in Genome-Wide Association Studies
IEEE/ACM Transactions on Computational Biology and Bioinformatics, v. 10, (1), 2013, article number 6419694, p. 207-212
Wan, Xiang; Yang, Can; Yang, Qiang; Zhao, Hongyu; Yu, Weichuan Article
Multicast virtual network mapping for supporting multiple description coding-based video applications
Computer Networks, v. 57, (4), March 2013, p. 990-1002
Miao, YuTing; Yang, Qiang; Wu, Chunming; Jiang, Ming; Chen, Jinzhou Article
The Complete Compositional Epistasis Detection in Genome-wide Association Studies
BMC Genetics, v. 14, February 2013, article number 7
Wan, Xiang; Yang, Can; Yang, Qiang; Zhao, Hongyu; Yu, Weichuan Article
Thermal shock resistance of a ZrB2-SiC-graphite composite in low oxygen partial pressure environment
Ceramics International, v. 39, (5), July 2013, p. 5591-5596
Jin, Hua; Meng, Songhe; Yang, Qiang; Zhu, Yanwei Article
Transfer learning in heterogeneous collaborative filtering domains
Artificial Intelligence, v. 197, 2013, p. 39-55
Pan, Weike; Yang, Qiang Article
User demographics prediction based on mobile data
Pervasive and mobile computing, v. 9, (6), December 2013, p. 823-837
Zhong, Erheng; Tan, Ben; Mo, Kaixiang; Yang, Qiang Article
Active Transfer Learning for Cross-system Recommendation
Proceedings of the AAAI Conference on Artificial Intelligence, v. 27, (1), 2013, article number 8458, p. 1205-1211
Zhao, Lili; Pan, Sinnojialin; Xiang, Evanwei; Zhong, Erheng; Lu, Zhongqi; Yang, Qiang Conference paper
Big Data, Lifelong Machine Learning and Transfer Learning
Proceedings of the 6th ACM International Conference on Web Search and Data Mining, New York, NY, USA : ACM, 2013, p. 505
Yang, Qiang Conference paper
Collaborative Boosting for Activity Classification in Microblogs
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, New York, NY, USA : ACM, 2013, p. 482-490
Song, Yangqiu; Lu, Zhengdong; Leung, Cane Wing Ki; Yang, Qiang Conference paper
Contextual Rule-based Feature Engineering for Author-paper Identification
Proceedings of the 2013 KDD Cup 2013 Workshop, New York, NY, USA : ACM, 2013
Zhong, Erheng; Li, Lianghao; Wang, Naiyan; Tan, Ben; Zhu, Yin; Zhao, Lili; Yang, Qiang Conference paper
Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels
30th International Conference on Machine Learning, ICML 2013, (PART 2), 2013, p. 1425-1432
Zhang, Kai; Zheng, Vincentwenchen; Wang, Qiaojun; Kwok, James Tin Yau; Yang, Qiang; Mar?i?, Ivan Conference paper
Cross-task Crowdsourcing
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, New York, NY, USA : ACM, 2013, p. 677-685
Mo, Kaixiang; Zhong, Erheng; Yang, Qiang Conference paper
General Functional Matrix Factorization Using Gradient Boosting
30th International Conference on Machine Learning, ICML 2013, (Part 1), 2013, p. 436-444
Chen, Tianqi; Li, Hang; Yang, Qiang; Yu, Yong Conference paper
Lifelong Machine Learning Systems: Beyond Learning Algorithms
AAAI Spring Symposium - Technical Report, (SS-13-05), 2013, p. 49-55
Silver, Daniel L.; Yang, Qiang; Li, Lianghao Conference paper
Modeling the Dynamics of Composite Social Networks
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, New York, NY, USA : ACM, 2013, p. 937-945
Zhong, Erheng; Fan, Wei; Zhu, Yin; Yang, Qiang Conference paper
Multi-Transfer: Transfer Learning with Multiple Views and Multiple Sources
Proceedings of the 2013 SIAM International Conference on Data Mining, Editors: Joydeep Ghosh, Zoran Obradovic, Jennifer Dy, Zhi-Hua Zhou, Chandrika Kamath and Srinivasan Parthasarathy. Society for Industrial and Applied Mathematics, 2013, p. 243-251
Tan, Ben; Zhong, Erheng; Xiang, Wei; Yang, Qiang Conference paper
Online hashing
IJCAI International Joint Conference on Artificial Intelligence, 2013, p. 1422-1428
Huang, Longkai; Yang, Qiang; Zheng, Wei-Shi Conference paper
Predicting User Activity Level in Social Networks
Proceedings of the 22nd ACM International Conference on Information & Knowledge Management, New York, NY, USA : ACM, 2013, p. 159-168
Zhu, Yin; Zhong, Erheng; Pan, Sinnojialin; Wang, Xiao; Zhou, Minzhe; Yang, Qiang Conference paper
Proceedings of the 2013 IEEE International Conference on Big Data
Proceedings of the 2013 IEEE International Conference on Big Data, 2013
Hu, Xiaohua; Lin, Tsau Young; Raghavan, Vijay; Wah, Benjamin; Baeza-yates, Ricardo; Fox, Geoffrey; Shahabi, Cyrus; Yang, Qiang Conference paper
Proceedings of the 7th ACM conference on Recommender systems
Proceedings of the 7th ACM conference on Recommender systems (RecSys 2013), 2013
Yang, Qiang; King, Irwin; Li, Qing; Pu, Pearl; Karypis, George Conference paper
Selective Transfer Learning for Cross Domain Recommendation
SIAM International Conference on Data Mining 2013, SMD 2013, v. 2013, 2013, p. 641-649
Lu, Zhongqi; Zhong, Erheng; Zhao, Lili; Xiang, Evan Wei; Pan, Weike; Yang, Qiang Conference paper
Smart Hashing Update for Fast Response
IJCAI International Joint Conference on Artificial Intelligence, 2013, p. 1855-1861
Yang, Qiang; Huang, Longkai; Zheng, Wei-Shi; Ling, Yingbiao Conference paper

2012 36

Clinical observation of Tongyangjiangni formulae in intervene of immature verrucosa gastritis
China Journal of Traditional Chinese Medicine and Pharmacy, v. 6, 2012, Article number 078
Shi, Lijie; Yang, Qiang; Wang, Jing Article
Effects of Huayu Tongyang Enema Recipe on hypercoagulation in ulcerative colitis patients
China Journal of Traditional Chinese Medicine and Pharmacy, v. 8, 2012, Article number 052
Shi, Lijie; Yang, Qiang; Gou, Jing; Chen, Daquan; Wang, Jing; Zhou, Zhenghua Article
General chairs' welcome message
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2012; Beijing; China, 12 August 2012 through 16 August 2012; Code 92573, Pages iii
Yang, Qiang; Shen, Dou Article
Introduction to the Special Section on the 2nd Asia Conference on Machine Learning (ACML 2010)
ACM Transactions on Intelligent Systems and Technology, v. 3, (2), February 2012, Article number 27
Sugiyama, Masashi; Yang, Qiang Article
Preface
Journal of Computer Science and Technology, v. 27, (3), January 2012, Pages 451-454
Yang, Qiang; Tang, Jie; Zhang, Lei; Cao, Bin Article
Preface
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine-12 - Held in Conjunction with SIGKDD Conference; Beijing; China, 12 August 2012 through 12 August 2012; Code 92783, 12 August 2012 through 12 August 2012; Code 92783
Fan, Wei; Bifet, Albert; Yang, Qiang; Yu, Philip Article
SMS Spam Detection Using Noncontent Features
IEEE Intelligent Systems, v. 27, (6), November 2012, Article number 6133257, Pages 44-51
Xu, Qian; Xiang, Evanwei; Yang, Qiang; Du, Jiachun; Zhong, Jieping Article
The effect of P-chiral center on helical conformation of optically active N-propargylphosphonamidates
E-Polymers, v. 12, (1), 2012, p. 367 - 375
Lu, Lihua; Mo, Jiaoli; Yang, Qiang; Zhang, Liqun; Wang, Weimin; Yue, Dongmei Article
Towards mobile intelligence: Learning from GPS history data for collaborative recommendation
Artificial intelligence, v.184-185, June 2012, Pages 17-37
Zheng, Vincentwenchen; Zheng, Yu; Xie, Xing; Yang, Qiang Article
Tracking mobile users in wireless networks via semi-supervised colocalization
IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 34, (3), March 2012, article number 5989824, p. 587-600
Pan, JeffreyJunfeng; Pan, Sinnojialin; Yin, Jie; Ni, Lionel Ming-Shuan; Yang, Qiang Article
Where is the user in multimedia retrieval?
IEEE Multimedia, v. 19, (4), 2012, Article number 6338943, Pages 6-10
Worring, Marcel; Sajda, Paul; Santini, Simone; Shamma, David Ayman; Smeaton, Alan F.; Yang, Qiang Article
Crafting Your Research Future: A Guide to Successful Master's and Ph.D. Degrees in Science & Engineering
Crafting Your Research Future: A Guide to Successful Master's and Ph.D. Degrees in Science & Engineering / Ling, Charles., Yang, Qiang.. Morgan & Claypool, 2012
Ling, Charles; Yang, Qiang Book
Transfer learning for text mining
Mining Text Data / v. 9781461432234, 1 August 2012, p. 223-257
Pan, Weike; Zhong, Erheng; Yang, Qiang Book chapter
A demonstration of mining significant places from cell ID trajectories through a geo-grid based approach
Proceedings - 2012 IEEE 13th International Conference on Mobile Data Management, MDM 2012, Bengaluru, Karnataka; India, 23 July 2012 through 26 July 2012; Category numberE4713; Code 94301, Article number 6341412, Pages 328-331
Bao, Tengfei; Cao, Huanhuan; Yang, Qiang; Chen, Enhong; Tian, Jilei Conference paper
A dual-active spatial cloaking algorithm for location privacy preserving in mobile peer-to-peer networks
IEEE Wireless Communications and Networking Conference, WCNC 2012, Paris, France, 1 - 4 April 2012, Article number 6214137, p. 2098-2102
Che, Yanzhe; Yang, Qiang; Hong, Xiaoyan Conference paper
A habit mining approach for discovering similar mobile users
World Wide Web 2012, Lyon, France, 16-20 April, 2012, p. 231-240
Ma, Haiping; Cao, Huanhuan; Yang, Qiang; Chen, Enhong; Tian, Jilei Conference paper
A machine learning approach for instance matching based on similarity metrics
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11th International Semantic Web Conference, ISWC 2012; Boston, MA; United States, v. 7649 LNCS, (PART 1), 11 November 2012 through 15 November 2012; Code 93624, Pages 460-475
Rong, Shu; Niu, Xing; Xiang, Evanwei; Wang, Haofen; Yang, Qiang; Yu, Yong Conference paper
A mouse-trajectory based model for predicting query-url relevance
Proceedings of the AAAI Conference on Artificial Intelligence, v. 26, (1), 2012, article number 8109, p. 143-149
Song, Hengjie; Liao, Ruoxue; Zhang, Xiangliang; Miao, Chunyan; Yang, Qiang Conference paper
A Noise-aware click model for web search
WSDM 2012 - Proceedings of the 5th ACM International Conference on Web Search and Data Mining, Seattle, WA; United States, 8 February 2012 through 12 February 2012; Code 88851, p. 313-322
Chen, Weizhu; Wang, Dong; Zhang, Yuchen; Chen, Zheng; Singla, Adish Kumar; Yang, Qiang Conference paper
Action-model based multi-agent plan recognition
Advances in Neural Information Processing Systems 25, 1, 2012, article number 96883, p. 368-376
Zhuo, Hankzhankui; Yang, Qiang; Kambhampati, Subbarao Conference paper
Beyond ten blue links: Enabling user click modeling in federated Web search
WSDM 2012 - Proceedings of the 5th ACM International Conference on Web Search and Data Mining; Seattle, WA; United States, 8 February 2012 through 12 February 2012; Code 88851, Pages 463-472
Chen, Danqi; Chen, Weizhu; Wang, Haixun; Chen, Zheng; Yang, Qiang Conference paper
Contextual collaborative filtering via hierarchical matrix factorization
Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012, Anaheim, CA; United States, 26 April 2012 through 28 April 2012; Code 97723, Pages 744-755
Zhong, Erheng; Fan, Wei; Yang, Qiang Conference paper
Cross-domain co-extraction of sentiment and topic lexicons
50th Annual Meeting of the Association for Computational Linguistics, ACL 2012 - Proceedings of the Conference, Jeju Island; South Korea, v. 1, 8 July 2012 through 14 July 2012; Code 97156, Pages 410-419
Li, Fangtao; Pan, Sinnojialin; Jin, Ou; Yang, Qiang; Zhu, Xiaoyan Conference paper
Discovering spammers in social networks
Proceedings of the AAAI Conference on Artificial Intelligence, v. 26, (1), 2012, article number 8116, p. 171-177
Zhu, Yin; Xiao, Wang; Zhong, Erheng; Liu, Nan; Li, He; Yang, Qiang Conference paper
Discriminative factor alignment across heterogeneous feature space
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2012 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2012; Bristol; United Kingdom, v. 7524, (PART 2), 24 September 2012 through 28 September 2012; Code 93009, Pages 757-772
Hu, Fangwei; Chen, Tianqi; Liu, Nathannan; Yang, Qiang; Yu, Yong Conference paper
Mining significant places from cell ID trajectories: A geo-grid based approach
Proceedings - 2012 IEEE 13th International Conference on Mobile Data Management, MDM 2012, Bengaluru, Karnataka; India, 23 July 2012 through 26 July 2012, Category numberE4713; Code 94301, Article number 6341404, Pages 288-293
Bao, Tengfei; Cao, Huanhuan; Yang, Qiang; Chen, Enhong; Tian, Jilei Conference paper
Personalized click model through collaborative filtering
WSDM 2012 - Proceedings of the 5th ACM International Conference on Web Search and Data Mining, WSDM 2012; Seattle, WA; United States, 8 February 2012 through 12 February 2012; Code 88851, Pages 323-332
Shen, Si; Hu, Botao; Chen, Weizhu; Yang, Qiang Conference paper
Rating Prediction with Informative Ensemble of Multi-Resolution Dynamic Models.
JMLR: Workshop and Conference Proceedings, 2012, p. 75-97
Zheng, Zhao; Chen, Tianqi; Liu, Nathan Nan; Yang, Qiang; Yu, Yong Conference paper
Report of Task 3: Your Phone Understands You
The Mobile Data Challenge 2012 (by Nokia), Workshop, Newcastle, UK, 18-19 June 2012
Mo, Kaixiang; Tan, Ben; Zhong, Erheng; Yang, Qiang Conference paper
Short-term electricity price forecasting based on MPSO-BP algorithm
Advanced Materials Research, 2012 International Conference on Manufacturing Engineering and Automation, ICMEA 2012; Guangzhou; China, v. 591-593, 16 November 2012 through 18 November 2012; Code 94388, Pages 1351-1355
Dong, Yu; Yang, Qiang; Yan, Wenjun Conference paper
SMART: Semi-Supervised Music Emotion Recognition with Social Tagging
Proceedings of SIAM International Conference on Data Mining, v. , 2013, p. 279-287
Wu, Bin; Zhong, Erheng; Hu, Derek Hao; Horner, Andrew Brian; Yang, Qiang Conference paper
Social contextual recommendation
21st ACM International Conference on Information and Knowledge Management, CIKM 2012; Maui, HI; United States, 29 October 2012 through 2 November 2012; Code 94401, Pages 45-54
Jiang, Meng; Cui, Peng; Liu, Rui; Yang, Qiang; Wang, Fei; Zhu, Wenwu; Yang, Shiqiang Conference paper
Social recommendation across multiple relational domains
21st ACM International Conference on Information and Knowledge Management, CIKM 2012, United States, 29 October 2012 through 2 November 2012; Code 94401, Pages 1422-1431
Jiang, Meng; Cui, Peng; Wang, Fei; Yang, Qiang; Zhu, Wenwu; Yang, Shiqiang Conference paper
Surrounding context and episode awareness using dynamic bluetooth data
Proceedings of the 14th International ACM Conference on Ubiquitous Computing, UbiComp 2012; Pittsburgh, PA; United States, 5 September 2012 through 8 September 2012; Code 93177, Pages 629-630
Chen, Yiqiang; Chen, Zhenyu; Liu, Junfa; Hu, Derekhao; Yang, Qiang Conference paper
Transfer learning in collaborative filtering with uncertain ratings
Proceedings of the AAAI Conference on Artificial Intelligence, v. 26, (1), 2012, article number 8197, p. 662-668
Pan, Weike; Xiang, Wei Evan; Yang, Qiang Conference paper
Transfer learning with graph co-regularization
Proceedings of the AAAI Conference on Artificial Intelligence, v. 26, (1), 2012, article number 8290, p. 1033-1039
Long, Mingsheng; Wang, Jianmin; Ding, Guigang; Shen, Dou; Yang, Qiang Conference paper

2011 47

A Hidden Two-locus Disease Association Pattern in Genome-wide Association Studies
BMC bioinformatics, v. 12, (156), May 2011, article number 156, p. 1-14
Yang, Can; Wan, Xiang; Yang, Qiang; Xue, Hong; Tang, Nelson L.S.; Yu, Weichuan Article
A resource-efficient load balancing algorithm for network virtualization
Chinese Journal of Electronics, v. 20, (4), October 2011, Pages 667-670
Liao, Shengquan; Wu, Chunming; Yang, Qiang; Wang, Baojin; Jiang, Ming Article
A Survey of Transfer and Multitask Learning in Bioinformatics.
Journal of Computing Science and Engineering, v. 5, (3), September 2011, p. 257-268
Xu, Qian; Yang, Qiang Article
Best papers from the Fifth International Conference on Advanced Data Mining and Applications (ADMA 2009)
Knowledge and information systems, v. 27, (2), May 2011, Pages 163-164
Pei, Jian; Gama, Jo?o M.P.; Yang, Qiang; Huang, Ronghuai; Li, Xue Article
Cross-domain activity recognition via transfer learning
Pervasive and mobile computing, v. 7, (3), June 2011, p. 344-358
Hu, Derekhao; Zheng, Vincentwenchen; Yang, Qiang Article
Domain Adaptation via Transfer Component Analysis
IEEE transactions on neural networks, v. 22, (2), February 2011, Article number 5640675, p. 199-210
Pan, Sinnojialin; Tsang, Ivor; Kwok, James Tin Yau; Yang, Qiang Article
Identifying Disease-associated SNP Clusters via Contiguous Outlier Detection
Bioinformatics, v. 27, (18), September 2011, article number btr424, p. 2578-2585
Yang, Can; Zhou, Xiaowei; Wan, Xiang; Yang, Qiang; Xue, Hong; Yu, Weichuan Article
In silico protein-protein interaction prediction with sequence alignment and classifier stacking
Current protein & peptide science, v. 12, (7), November 2011, Pages 614-620
Marini, Simone; Xu, Qian; Yang, Qiang Article
Introduction to the special issue on intelligent systems for activity recognition
ACM Transactions on Intelligent Systems and Technology, v. 2, (1), January 2011, Article number 1
Zhang, Daqing; Philipose, Matthai; Yang, Qiang Article
Learning bidirectional asymmetric similarity for collaborative filtering via matrix factorization
Data mining and knowledge discovery, v. 22, May 2011, p. 393-418
Cao, Bin; Yang, Qiang; Sun, Jiantao; Chen, Zheng Article
Load modeling of power system considering time-variant load and dynamic compensation
Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control\gv. 39, (17), 1 September 2011, Pages 17-21+59
Yang, Qiang; Hao, Wenbin; Hong, X.L.; Liu, Yusheng Article
Multi-platform gene-expression mining and marker gene analysis
International journal of data mining and bioinformatics, v. 5, (5), October 2011, p. 485-503
Xu, Qian; Xue, Hong; Yang, Qiang Article
Multitask learning for protein subcellular location prediction
IEEE/ACM Transactions on Computational Biology and Bioinformatics, v. 8, (3), 2011, Article number 5453335, p. 748-759
Xu, Qian; Pan, Sinnojialin; Xue, Hong; Yang, Qiang Article
Preface
Proceedings - 11th IEEE International Conference on Data Mining Workshops, ICDMW 2011; Vancouver, BC; Canada; 11 December 2011 through 11 December 2011; Code 88561
Li, Bin; Zhu, Xingquan; Yang, Qiang; Bareinboim, Elias; Chen, Jianhui; Hardoon, David Roi; Lee, Honglak; Pan, Sinnojialin; Sugiyama, Masashi; Zhang, Kai Article
Radiofrequency ablation versus hepatic resection for solitary colorectal liver metastasis: a Meta-analysis
World Journal of Gastroenterology, v.17, (36), 2011, p. 4143-4148
Xu, Hao; Wang, Jiasheng; Yang, Heng; Liu, Yang; Yang, Qiang Article
Structural Regularized Support Vector Machine: A Framework for Structural Large Margin Classifier
IEEE transactions on neural networks, v. 22, (4), April 2011, Article number 5724308, p. 573-587
Xue, Hui; Chen, Songcan; Yang, Qiang Article
Trace-Oriented Feature Analysis for Large-Scale Text Data Dimension Reduction
IEEE transactions on knowledge and data engineering, v. 23, (7), July 2011, Article number 5416720, p. 1103-1117
Yan, Jun; Liu, Ning; Yan, Shuicheng; Yang, Qiang; Fan, Weiguo; Wei, Wei; Chen, Zheng Article
Transfer Learning by Reusing Structured Knowledge
The AI magazine, v. 32, (2), June 2011, Pages 95-106
Yang, Qiang; Zheng, Vincentwenchen; Li, Bin; Zhuo, Hankzhankui Article
Transferring network topological knowledge for predicting protein-protein interactions
Proteomics, v. 11, (19), October 2011, Pages 3818-3825
Xu, Qian; Xiang, Evanwei; Yang, Qiang Article
Activity recognition from trajectory data
Computing with Spatial Trajectories / Edited by Yu Zheng, Xiaofang Zhou. New York: Springer, 2011, p. 179-212
Zhu, Yin; Zheng, Vincentwenchen; Yang, Qiang Book chapter
Distributed Transfer Learning via Cooperative Matrix Factorization
Scaling Up Machine Learning: Parallel and Distributed Approaches / 1 January 2011, Pages 331-351
Xiang, Evanwei; Liu, Nathan; Yang, Qiang Book chapter
Transfer Learning, Multi-Task Learning and Cost-Sensitive Learning
Cost-Sensitive Machine Learning / Editor(s): Balaji Krishnapuram, Shipeng Yu, R. Bharat Rao. Boca Raton : CRC Press, 2011, p. 61-86
Zhang, Yu; Yang, Qiang Book chapter
A whole page click model to better interpret search engine click data
Proceedings of the AAAI Conference on Artificial Intelligence, v. 25, (1), 2011, article number 8084, p. 1140-1145
Chen, Weizhu; Ji, Zhanglong; Shen, Si; Yang, Qiang Conference paper
Active dual collaborative filtering with both item and attribute feedback
Proceedings of the AAAI Conference on Artificial Intelligence, v. 25, (1), 2011, article number 8085, p. 1186-1191
He, Luheng; Liu, Nathannan; Yang, Qiang Conference paper
Bayesian nonparametric modeling of user activities
TDMA'11 - Proceedings of the 2011 International Workshop on Trajectory Data Mining and Analysis, Co-located with UbiComp 2011; Beijing; China, 18 September 2011 through 18 September 2011; Code 86883, Pages 1-4
Zhu, Yin; Arase, Yuki; Xie, Xing; Yang, Qiang Conference paper
Characterizing Inverse Time Dependency in Multi-class Learning
Proceedings - 11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC; Canada, 11 December 2011 through 14 December 2011; Category numberP4408; Code 88560, Article number 6137308, p. 1020-1025
Chen, Danqi; Chen, Weizhu; Yang, Qiang Conference paper
Characterizing search intent diversity into click models
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad; India, 28 March - 1 April 2011, Code 95401, p. 17-26
Hu, Botao; Zhang, Yuchen; Chen, Weizhu; Wang, Gang; Yang, Qiang Conference paper
Communication infrastructures for distributed control of power distribution networks
IEEE Transactions on Industrial Informatics, v. 7, (2), May 2011, Article number 5746548, Pages 316-327
Yang, Qiang; Barria, Javier; Green, Tim Conference paper
Cross-domain action-model acquisition for planning via web search
ICAPS 2011 - Proceedings of the 21st International Conference on Automated Planning and Scheduling, Freiburg; Germany, 11 June 2011 through 16 June 2011; Code 87034, p. 298-305
Zhuo, Hankzhankui; Yang, Qiang; Pan, Rong; Li, Lei Conference paper
Distance metric learning under covariate shift
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, 16- 22 July 2011, p. 1204-1210
Cao, Bin; Ni, Xiaochuan; Sun, Jian-Tao; Wang, Gang; Yang, Qiang Conference paper
Heterogeneous Transfer Learning for Image Classification
Proceedings of the AAAI Conference on Artificial Intelligence, v. 25, (1), 2011, article number 8090, p. 1304-1309
Zhu, Yin; Chen, Yuqiang; Lu, Zhongqi; Pan, Sinnojialin; Xue, Guirong; Yu, Yong; Yang, Qiang Conference paper
Hunting or waiting? Discovering passenger-finding strategies from a large-scale real-world taxi dataset
2011 IEEE International Conference on Pervasive Computing and Communications Workshops, PERCOM Workshops 2011, Seattle, WA; United States, 21 March 2011 through 25 March 2011; Category numberCFP11344-ART; Code 84991, Article number 5766967, Pages 63-68
Li, Bin; Zhang, Daqing; Sun, Lin; Chen, Chao; Li, Shijian; Qi, Guande; Yang, Qiang Conference paper
Incorporating reviewer and product information for review rating prediction
22nd International Joint Conference on Artificial Intelligence, IJCAI 2011; Barcelona, Catalonia; Spain, 16 July 2011 through 22 July 2011; Code 97874, p. 1820-1825
Li, Fangtao; Liu, Nathannan; Jin, Hongwei; Zhao, Kai; Yang, Qiang; Zhu, Xiaoyan Conference paper
Introduction to special issue on computational sustainability
ACM Transactions on Intelligent Systems and Technology, v. 2, (4), July 2011, Article number 31
Gomes, Carla; Yang, Qiang Conference paper
Learning action models for multi-agent planning
10th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2011, Taipei; Taiwan, v. 1, May 2011 through 6 May 2011; Code 104775, Pages 201-208
Zhuo, Hankzhankui; Mu?oz-ávila, Héctor; Yang, Qiang Conference paper
On the design for AGVs: Modeling, path planning and localization
2011 IEEE International Conference on Mechatronics and Automation, ICMA 2011; Beijing; China g7 August 2011 through 10 August 2011; Category numberCFP11839-CDR; Code 87274, Article number 5985974, Pages 1515-1520
Sun, Qi; Liu, Hui; Yang, Qiang; Yan, Wenjun Conference paper
Query-Adaptive Ranking with Support Vector Machines for Protein Homology Prediction
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7th International Symposium on Bioinformatics Research and Applications, ISBRA 2011; Changsha; China, v. 6674 LNBI, 27 May 2011 through 29 May 2011; Code 84778, Pages 320-331
Fu, Yan; Pan, Rong; Yang, Qiang; Gao, Wen Conference paper
Social-behavior Transfer Learning for Recommendation Systems
Proc. of Workshop on Social Web Mining, Barcelona, Spain, 18 July 2011
Xu, Qian; Xiang, Evaneei; Yang, Qiang Conference paper
Source-selection-free transfer learning
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, 16 - 22 July 2011, p. 2355-2360
Xiang, Evan Wei; Pan, Sinno Jalin; Pan, Weike; Su, Jian; Yang, Qiang Conference paper
The Choice of Null Distributions for Detecting Gene-Gene Interactions in Genome-Wide Association Studies
BMC Bioinformatics, v. 12, (Supplement 1), February 2011, article number S26
Yang, Can; Wan, Xiang; He, Zengyou; Yang, Qiang; Xue, Hong; Yu, Weichuan Conference paper
Transfer learning by structural analogy
Proceedings of the AAAI Conference on Artificial Intelligence, v. 25, (1), 2011, article number 7907, p. 513-518
Wang, Huayan; Yang, Qiang Conference paper
Transfer learning for activity recognition via sensor mapping
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, 16 - 22 July 2011, p. 1962-1967
Hu, Derekhao; Yang, Qiang Conference paper
Transfer learning to predict missing ratings via heterogeneous user feedbacks
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, 16 - 22 July 2011, p. 2318-2323
Pan, Weike; Liu, Nathan N.; Xiang, Evan W.; Yang, Qiang Conference paper
Transferring topical knowledge from auxiliary long texts for short text clustering
20th ACM International Conference on Information and Knowledge Management, Proceedings, CIKM'11; Glasgow; United Kingdom, 24 October 2011 through 28 October 2011; Code 87555, p. 775-784
Jin, Ou; Liu, Nathannan; Zhao, Kai; Yu, Yong; Yang, Qiang Conference paper
User-click modeling for understanding and predicting search-behavior
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, USA, 2011 p. 1388-1396
Zhang, Yuchen; Chen, Weizhu; Wang, Dong; Yang, Qiang Conference paper
User-dependent aspect model for collaborative activity recognition
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, 16 - 22 July 2011, p. 2085-2090
Zheng, Vincent W.; Yang, Qiang Conference paper
Wisdom of the better few: Cold start recommendation via representative based rating elicitation
RecSys'11 - Proceedings of the 5th ACM Conference on Recommender Systems, Chicago, IL; United States, 23 October 2011 through 27 October 2011; Code 87514, p. 37-44
Liu, Nathannan; Meng, Xiangrui; Liu, Chao; Yang, Qiang Conference paper

2010 41

A Recombination Hotspot in a Schizophrenia-Associated Region of GABRB2
PLoS ONE, v. 5, (3), 8 March 2010, Article number e9547
Ng, Siu Kin; Lo, Wing Sze; Pun, Frank Wing; Zhao, Cunyou; Yu, Zhiliang; Chen, Jianhuan; Tong, Ka Lok; Xu, Zhiwen; Tsang, Shui Ying; Yang, Qiang; Yu, Weichuan; Nimgaonkar, Vishwajit Laxmikant; Stober, Gerald; Harano, Mutsuo; Xue, Hong Article
A Survey on Transfer Learning
IEEE transactions on knowledge and data engineering, v. 22, (10), 2010, OCT, Article number 5288526, Pages 1345-1359
Pan, Sinnojialin; Yang, Qiang Article
Acquiring knowledge from inconsistent data sources through weighting
Data and Knowledge Engineering, v. 69, (8), August 2010, Pages 779-799
Zhang, Shichao; Chen, Qingfeng; Yang, Qiang Article
BOOST: A Fast Approach to Detecting Gene-Gene Interactions in Genome-wide Case-Control Studies
American Journal of Human Genetics, v. 87, (3), September 2010, p. 325-340
Wan, Xiang; Yang, Can; Yang, Qiang; Xue, Hong; Fan, Xiaodan; Tang, Nelson L.S.; Yu, Weichuan Article
Bridging Domains Using World Wide Knowledge for Transfer Learning
IEEE transactions on knowledge and data engineering, v. 22, (6), 2010, JUN, Article number 5416717, Pages 770-783
Xiang, Evanwei; Cao, Bin; Hu, Derekhao; Yang, Qiang Article
Detecting Two-locus Associations Allowing for Interactions in Genome-wide Association Studies
Bioinformatics, v. 26, (20), August 2010, article number btq486, p. 2517-2525
Wan, Xiang; Yang, Can; Yang, Qiang; Xue, Hong; Tang, Nelson L.S.; Yu, Weichuan Article
Guest editor's introduction: Introduction to mobile information retrieval
IEEE Intelligent Systems, v. 25, (1), 2010, Article number 5432256, Pages 11-15
Tsai, Flora; Etoh, Minoru; Xie, Xing; Lee, Wangchien; Yang, Qiang Article
In-silico prediction of blood-secretory human proteins using a ranking algorithm
BMC bioinformatics, v. 11, 14 May 2010, Article number 250
Liu, Qi; Cui, Juan; Yang, Qiang; Xu, Ying Article
Introduction to ACM TIST
ACM Transactions on Intelligent Systems and Technology, v. 1, (1), October 2010, Article number 1858949
Yang, Qiang Article
Learning complex action models with quantifiers and logical implications
Artificial Intelligence, v. 174, (18), December 2010, Pages 1540-1569
Zhuo, Hankzhankui; Yang, Qiang; Hu, Derekhao; Li, Lei Article
Learning with Positive and Unlabeled Examples Using Topic-Sensitive PLSA
IEEE transactions on knowledge and data engineering, v. 22, (1), January 2010, Article number 4796195, Pages 46-58
Zhou, Ke; Xue, Gui-Rong; Yang, Qiang; Yu, Yong Article
Multi-task learning for cross-platform siRNA efficacy prediction: an in-silico study
BMC bioinformatics, v. 11, 10 April 2010, Article number 181
Liu, Qi; Xu, Qian; Zheng, Vincentwenchen; Xue, Hong; Cao, Zhiwei; Yang, Qiang Article
Predictive Rule Inference for Epistatic Interaction Detection in Genome-wide Association Studies
Bioinformatics, v. 26, (1), January 2010, article number btp622, p. 30-37
Wan, Xiang; Yang, Can; Yang, Qiang; Xue, Hong; Tang, Nelson L.S.; Yu, Weichuan Article
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining: Foreword
Proceedings of 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD-2010; Washington, DC; United States, 25 July 2010 through 28 July 2010; Code 81576, Pages iii-iv
Tomkins, Andrew; Yang, Qiang; Rao, R. Bharat; Krishnapuram, Balaji Article
Social Learning INTRODUCTION
IEEE intelligent systems, v. 25, (4), July 2010, p. 9-11
Yang, Qiang; Zhou, Zhihua; Mao, Wenji; Li, Wei; Liu, Nathan Nan Article
Three challenges in data mining
Frontiers of Computer Science in China, v. 4, (3), 2010, Pages 324-333
Yang, Qiang Article
Vlogging: A Survey of Videoblogging Technology on the Web
ACM computing surveys, v. 42, (4), June 2010, Article number 15
Gao, Wen; Tian, Yonghong; Huang, Tie Jun; Yang, Qiang Article
Adapting neighborhood and matrix factorization models for context aware recommendation
ACM International Conference Proceeding Series, 2010, p. 7-13
Liu, Nathan N.; Cao, Bin; Zhao, Min; Yang, Qiang Conference paper
Adaptive Transfer Learning
Proceedings of the AAAI Conference on Artificial Intelligence, v. 24, (1), 2010, article number 7682, p. 407-412
Cao, Bin; Pan, Jialin; Zhang, Yu; Yeung, Dit Yan; Yang, Qiang Conference paper
An effective approach for mining mobile user habits
19th International Conference on Information and Knowledge Management and Co-located Workshops, CIKM'10, Proceedings, Toronto, ON; Canada, 26 October 2010 through 30 October 2010; Code 82879, Pages 1677-1680
Cao, Huanhuan; Bao, Tengfei; Yang, Qiang; Chen, Enhong; Tian, Jilei Conference paper
Clickthrough log analysis by collaborative ranking
Proceedings of the AAAI Conference on Artificial Intelligence, v. 24, (1), 2010, article number 7579, p. 224-229
Cao, Bin; Shen, Dou; Wang, Kuansan; Yang, Qiang Conference paper
Collaborative filtering meets mobile recommendation: A user-centered approach
Proceedings of the AAAI Conference on Artificial Intelligence, v. 24, (1), 2010, article number 7577, p. 236-241
Zheng, Wenchen Vincent; Cao, Bin; Zheng, Yu; Xie, Xing; Yang, Qiang Conference paper
Collaborative location and activity recommendations with GPS history data
Proceedings of the 19th International Conference on World Wide Web, WWW '10, WWW2010; Raleigh, NC; United States, 26 April 2010 through 30 April 2010; Code 80975, Pages 1029-1038
Zheng, Vincentwenchen; Zheng, Yu; Xie, Xing; Yang, Qiang Conference paper
Cross Validation Framework to Choose amongst Models and Datasets for Transfer Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2010; Barcelona; Spain, v. 6323, 20 September 2010 through 24 September 2010; Code 81973, Pages 547-562
Zhong, Erheng; Fan, Wei; Yang, Qiang; Verscheure, Olivier; Ren, Jiangtao Conference paper
Cross-domain sentiment classification via spectral feature alignment
Proceedings of the 19th International Conference on World Wide Web, WWW '10, WWW2010; Raleigh, NC; United States, 26 April 2010 through 30 April 2010; Code 80975, Pages 751-760
Pan, Sinnojialin; Ni, Xiaochuan; Sun, Jiantao; Yang, Qiang; Chen, Zheng Conference paper
Generalized and Heuristic-Free Feature Construction for Improved Accuracy
Proceedings of the 10th SIAM International Conference on Data Mining, SDM, Columbus, OH, United States, 29 April - 1 May 2010, Code 97721, Pages 629-640
Fan, Wei; Zhong, Erheng; Peng, Jing; Verscheure, Olivier; Zhang, Kun; Ren, Jiangtao; Yan, Rong; Yang, Qiang Conference paper
Guest editor's introduction: Introduction to mobile information retrieval
IEEE Intelligent Systems, v. 25, (1), 2010, Article number 5432256, Pages 11-15
Tsai, Flora; Etoh, Minoru; Xie, Xing; Lee, Wangchien; Yang, Qiang Conference paper
Identifying Main Effects and Epistatic Interactions from Large-scale SNP Data via Adaptive Group Lasso
BMC Bioinformatics, v. 11, (Supplement 1), January 2010, article number S18
Yang, Can; Wan, Xiang; Yang, Qiang; Xue, Hong; Yu, Weichuan Conference paper
Indoor localization in multi-floor environments with reduced effort
2010 8th IEEE International Conference on Pervasive Computing and Communications, PerCom 2010, Mannheim; Germany, 29 March 2010 through 2 April 2010; Category number10EX4074; Code 80732, Article number 5466971, Pages 244-252
Wang, Huayan; Zheng, Vincentwenchen; Zhao, Junhui; Yang, Qiang Conference paper
Mapping multicast service-oriented virtual networks with delay and delay variation constraints
53rd IEEE Global Communications Conference, Miami, FL, United States, 6 - 10 December 2010, Article number 5684155
Zhang, Min; Wu, Chunming; Jiang, Ming; Yang, Qiang Conference paper
Multitask learning for protein subcellular localization prediction
The Eighth Asia Pacific Bioinformatics Conference, Bangalore, India, 18-21 January 2010, 85
Xu, Qian; Pan, Jialin; Xue, Hong; Yang, Qiang Conference paper
Online evolutionary collaborative filtering
RecSys'10 - Proceedings of the 4th ACM Conference on Recommender Systems, Barcelona; Spain, 26 September 2010 through 30 September 2010; Code 82643, Pages 95-102
Liu, Nathannan; Zhao, Min; Xiang, Evanwei; Yang, Qiang Conference paper
Predicting chemical activities from structures by attributed molecular graph classification
2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2010, Montreal, QC; Canada, 2 May 2010 through 5 May 2010; Category number10EX4336; Code 81377, Article number 5510690, Pages 95-102
Xue, Qian; Hu, Derekhao; Xue, Hong; Yang, Qiang Conference paper
Predictive modeling with heterogeneous sources
Proceedings of the 10th SIAM International Conference on Data Mining, SDM 2010, Columbus, OH; United States, 29 April 2010 through 1 May 2010; Code 97721, Pages 814-825
Shi, Xiaoxiao; Liu, Qi; Fan, Wei; Yang, Qiang; Yu, Philip Conference paper
Protein-protein interaction prediction via collective matrix factorization
Proceedings - 2010 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2010, Hong Kong; China, 18 December 2010 through 21 December 2010; Category numberCFP10BIB-ART; Code 84065, Article number 5706537, Pages 62-67
Xu, Qian; Xiang, Evanwei; Yang, Qiang Conference paper
Relational network-service clustering analysis with set evidences
Proceedings of the ACM Conference on Computer and Communications Security, 3rd ACM Workshop on Artificial Intelligence and Security, AISec '10, Co-located with CCS'10; Chicago, IL; United States, 4 January 2010 through 8 October 2010; Code 82892, Pages 35-44
Pu, Li; Faltings, Boi V.; Yang, Qiang; Hu, Derekhao Conference paper
Transfer learning for collective link prediction in multiple heterogenous domains
Proceedings of the 27th International Conference on Machine Learning, ICML 2010, 2010, p. 159-166
Cao, Bin; Liu, Nan Nathan; Yang, Qiang Conference paper
Transfer learning in collaborative filtering for sparsity reduction
Proceedings of the AAAI Conference on Artificial Intelligence, v. 24, (1), 2010, article number 7578, p. 230-235
Pan, Weike; Xiang, Wei Evan; Liu, Nathannan; Yang, Qiang Conference paper
Unifying explicit and implicit feedback for collaborative filtering
19th International Conference on Information and Knowledge Management and Co-located Workshops, CIKM'10; Toronto, ON; Canada, 26 October 2010 through 30 October 2010; Code 82879, Pages 1445-1448
Liu, Nathannan; Xiang, Evanwei; Zhao, Min; Yang, Qiang Conference paper
Using spectral components for predicting treatment effects on time series microarray gene expression profiles
iCBBE 2010, Chengdu, China, 18-20 June 2010, Full paper ID: 40446
Xu, Qian; Xue, Hong; Yang, Qiang Conference paper
Visual contextual advertising: Bringing textual advertisements to images
Proceedings of the AAAI Conference on Artificial Intelligence, v. 24, (1), 2010, article number 7510, p. 1314-1320
Chen, Yuqiang; Jin, Ou; Xue, Guirong; Chen, Jia; Yang, Qiang Conference paper

2009 41

Discriminatively regularized least-squares classification
Pattern recognition, v. 42, (1), 2009, JAN, p. 93-104
Xue, Hui; Chen, Songcan; Yang, Qiang Article
Get more Clicks!
Information Retrieval and Advertising (IRA-2009), v. 7, 2009
Hu, Derek Hao; Xiang, Evan Wei; Yang, Qiang Article
MegaSNPhunter: a Learning Approach to Detect Disease Predisposition SNPs and High Level Interactions in Genome Wide Association Study
BMC Bioinformatics, v. 10, January 2009, article number 13
Wan, Xiang; Yang, Can; Yang, Qiang; Xue, Hong; Tang, Nelson L.S.; Yu, Weichuan Article
Post-processing data mining models for actionability
Data Mining for Business Applications, 2009, Pages 11-30
Yang, Qiang Article
Semantic Sensor Net: An Extensible Framework
International Journal of Ad Hoc and Ubiquitous Computing, v. 4, (3-4), 2009, p. 157-167
Ni, Lionel Ming-Shuan; Zhu, Yanmin; Ma, Jian; Luo, Qiong; Liu, Yunhao; Cheung, Shing Chi; Yang, Qiang; Li, Minglu; Wu, Min-you Article
Semi-supervised protein subcellular localization
BMC bioinformatics, v. 10, (Suppl. 1), 30 January 2009, Article number S47
Xu, Qian; Hu, Derekhao; Xue, Hong; Yu, Weichuan; Yang, Qiang Article
SNPharvester: a Filtering-based Approach for Detecting Epistatic Interactions in Genome-wide Association Studies
Bioinformatics, v. 25, (4), February 2009, p. 504-511
Yang, Can; He, Zengyou; Wan, Xiang; Yang, Qiang; Xue, Hong; Yu, Weichuan Article
User Language Model for Collaborative Personalized Search
ACM transactions on information systems, v. 27, (2), 2009
Xue, Gui-Rong; Han, Jie; Yu, Yong; Yang, Qiang Article
Advanced Data Mining and Applications: 5th International Conference, ADMA 2009, Beijing, China, August 17-19, 2009: Proceedings
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 5th International Conference on Advanced Data Mining and Applications, ADMA 2009; Beijing; China / v. 5678 LNAI (2009) p. V-VI
Yang, Qiang; Huang, Ronghuai; Pei, Jian; Gama, Jo?o M.P.; Meng, Xiaofeng; Li, Xue Book
A communication system architecture for regional control of power distribution networks
2009 7th IEEE International Conference on Industrial Informatics, INDIN 2009; Cardiff; United Kingdom, 23 June 2009 through 26 June 2009; Category numberCFP09INI-PRT; Code 78352, Article number 5195833, Pages 372-377
Yang, Qiang; Barria, Javier; Aramburo, C.A.H. Conference paper
Abnormal Activity Recognition Based on HDP-HMM Models
21ST INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-09), PROCEEDINGS, 2009, p. 1715-1720
Hu, Hao; Zhang, Xianxing; Yin, Jie; Zheng, Wenchen; Yang, Qiang Conference paper
Activity Recognition with Multiple Goals: Some Current Problems and Proposed Solutions
Hong Kong PG Student Symposium:HK Student Research and Career Day, 2009
Hu, Derekhao; Yang, Qiang Conference paper
Activity Recognition: Linking Low-level Sensors to High-level Intelligence
21ST INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-09), PROCEEDINGS, 2009, p. 20-25
Yang, Qiang Conference paper
Can movies and books collaborate? Cross-domain collaborative filtering for sparsity reduction
21st International Joint Conference on Artificial Intelligence, Pasadena, United States, 11-17 Jul 2009, 2009, p. 2052-2057
Li, Bin; Yang, Qiang; Xue, Xiangyang Conference paper
Constraint-based case-based planning using weighted MAX-SAT
Lecture Notes in Computer Science, v. 5650, 2009, p. 374-388
Zhuo, H.; Yang, Q.; Li, L. Conference paper
Context-aware online commercial intention detection
Lecture Notes in Computer Science, v. 5828, 2009, p. 135-149
Hu, D.H.; Shen, D.; Sun, J.T.; Yang, Q.; Chen, Z. Conference paper
Context-aware query classification
Proceedings - 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA; United States, 19 July 2009 through 23 July 2009; Code 78660, Pages 3-10
Cao, Huanhuan; Hu, Derekhao; Shen, Dou; Jiang, Daxin; Sun, Jiantao; Chen, Enhong; Yang, Qiang Conference paper
Cross-domain activity recognition
ACM International Conference Proceeding Series, 2009, p. 61-70
Zheng, Wenchen; Hu, Hao; Yang, Qiang Conference paper
Domain Adaptation via Transfer Component Analysis
21st International Joint Conference on Artificial Intelligence, IJCAI-09; Pasadena, CA; United States, 11 July 2009 through 17 July 2009; Code 83585, Pages 1187-1192
Pan, Sinnojialin; Tsang, Ivor W.; Kwok, James Tin Yau; Yang, Qiang Conference paper
EigenTransfer: a unified framework for transfer learning
ACM International Conference Proceeding Series, v. 382, 2009, article number 25, p. 193-200
Dai, Wenyuan; Jin, Ou; Xue, Guirong; Yang, Qiang; Yu, Yong Conference paper
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International Conference on Information and Knowledge Management, Proceedings, 2009, p. 1637-1640
Shen, D.; Wu, J.; Cao, B.; Sun, J.T.; Yang, Q.; Chen, Z.; Li, Y. Conference paper
Heterogeneous Transfer Learning for Image Clustering via the Social Web
ACL-IJCNLP 2009 - Joint Conference of the 47th Annual Meeting of the Association for Computational Linguistics and 4th International Joint Conference on Natural Language Processing of the AFNLP, ACL-IJCNLP 2009; Suntec; Singapore, 2 August 2009 through 7 August 2009; Code 89383, p. 1-9
Yang, Qiang; Chen, Yuqiang; Xue, Guirong; Dai, Wenyuan; Yu, Yong Conference paper
Heterogeneous Transfer Learning with Real-world Applications
47th Annual Meeting of the Association for Computational Linguistics, Suntec Singapore International Convention & Exhibition Centre, Singapore, 2-7 Aug 2009
Yang, Qiang Conference paper
HIPS: A Calibration-less Hybrid Indoor Positioning System Using Heterogeneous Sensors
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ICT systems for managing medium voltage active distribution grids
35th Annual Conference of the IEEE Industrial Electronics Society, IECON 2009; Porto; Portugal, 3 November 2009 through 5 November 2009; Category numberCFP09IEC; Code 79912, Article number 5415156, Pages 3581-3586
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Joint learning user's activities and profiles from GPS data
GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems, 2009, p. 17-20
Zheng, V.W.; Zheng, Y.; Yang, Q. Conference paper
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ACM-HK Student Research and Career Day, 2009
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2009 IEEE International Conference on Data Mining Workshops, ICDMW 2009; Miami, FL; United States, 6 December 2009 through 6 December 2009; Category numberE3902; Code 79886, Article number 5360443, Pages 429-434
Xiang, Evanwei; Liu, Nathannan; Pan, Sinnojialin; Yang, Qiang Conference paper
Learning applicability conditions in AI planning from partial observations
Workshop on Learning Structural Knowledge From Observations at IJCAI 9, 2009
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Learning HTN Method Preconditions and Action Models from Partial Observations
21st International Joint Conference on Artificial Intelligence, Pasadena, CA, United States, 11-17 July 2009, 2009, p. 1804-1809
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LoSeCo: Location-based search computing for pervasive device augmentation
7th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2009, 2009
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PQC: Personalized query classification
International Conference on Information and Knowledge Management, Proceedings, 2009, p. 1217-1225
Cao, B.; Sun, J.T.; Xiang, E.W.; Hu, D.H.; Yang, Q.; Chen, Z. Conference paper
Probabilistic latent preference analysis for collaborative filtering
International Conference on Information and Knowledge Management, Proceedings, 2009, p. 759-766
Liu, N.N.; Zhao, M.; Yang, Q. Conference paper
Relaxed transfer of different classes via spectral partition
Machine Learning and Knowledge Discovery in Databases: Lecture Notes in Computer Science, v. 5782, (PART 2), 2009, p. 366-381
Shi, X.; Fan, W.; Yang, Q.; Ren, J. Conference paper
Spatio-Temporal Event Detection Using Dynamic Conditional Random Fields
21st International Joint Conference on Artificial Intelligence, Pasadena, United States, 11-17 Jul 2009, 2009, p. 1321-1326
Yin, Jie; Hu, Hao; Yang, Qiang Conference paper
Synthesizing novel dimension reduction algorithms in matrix trace oriented optimization framework
Proceedings - IEEE International Conference on Data Mining, ICDM, 2009, p. 598-606
Yan, J.; Liu, N.; Yan, S.; Yang, Q.; Chen, Z. Conference paper
Transfer learning action models by measuring the similarity of different domains
Advances in Knowledge Discovery and Data Mining: Lecture Notes in Computer Science, v. 5476, 2009, p. 697-704
Zhuo, H.; Yang, Q.; Lei, L. Conference paper
Transfer learning beyond text classification
Lecture Notes in Computer Science, v. 5828, 2009, p. 10-22
Yang, Q. Conference paper
Transfer learning for collaborative filtering via a rating-matrix generative model
Proceedings of the 26th International Conference On Machine Learning, ICML 2009, 2009, p. 617-624
Li, Bin; Yang, Qiang; Xue, Xiangyang Conference paper
Transfer Learning for Collaborative Filtering via a Rating-Matrix Generative model
ACM International Conference Proceeding Series, v. 382, 2009, article number 77, p. 617-624
Li, Bin; Yang, Qiang; Xue, Xiangyang Conference paper

2008 38

Activity recognition via user-trace segmentation
ACM transactions on sensor networks, v. 4, (4), 1 August 2008, Article number 19
Yin, Jie; Yang, Qiang; Shen, Dou; Li, Zenian Article
Estimating location using Wi-Fi
IEEE Intelligent Systems, v. 23, (1), January 2008, Pages: 8-13
Yang, Qiang; Pan, Sinnojialin; Zheng, Vincentwenchen; Takahashi, Toshihiro; Idé, Tsuyoshi; Takahashi, Rikiya; Tajima, Akira; Katori, Yuichi; Qu, Yang; Li, Chun; Wang, Xizhao; Guo, Feng; Gao, Xianghui; Sun, Zhuo; Qi, Juan; Liu, Junfa; Chen, Yiqiang Article
Learning Adaptive Temporal Radio Maps for Signal-Strength-Based Location Estimation
IEEE Transactions on Mobile Computing, 7, (7), July 2008, article number 4359003, p. 869-883
Yin, Jie; Yang, Qiang; Ni, Lionel Ming-Shuan Article
Sensor-based abnormal human-activity detection
IEEE transactions on knowledge and data engineering, v. 20, (8), August 2008, Article number 4358934, Pages 1082-1090
Yin, Jie; Yang, Qiang; Pan, JeffreyJunfeng Article
Top 10 algorithms in data mining
Knowledge and information systems, v. 14, (1), January 2008, Pages 1-37
Wu, Xindong; Kumar, Vipin P.; Ross, Quinlan J.; Ghosh, Joydeep Deep; Yang, Qiang; Motoda, Hiroshi; McLachlan, Geoffrey John; Ng, Angus; Liu, Bing; Yu, Philip; Zhou, Zhihua; Steinbach, Michael S.; Hand, David J.; Steinberg, Dan H. Article
Two-dimensional Laplacianfaces method for face recognition
Pattern recognition, v. 41, (10), October 2008, Pages 3237-3243
Niu, Ben; Yang, Qiang; Shiu, Simon; Pal, Sankar Kumar Article
Adaptive p-posterior mixture-model kernels for multiple instance learning
Proceedings of the 25th International Conference on Machine Learning, ICML'08, 2008, p. 1136-1143
Wang, Huayan; Yang, Qiang; Zha, Hong Bin Conference paper
An algorithm for analyzing personalized online commercial intention
Proceedings of the 2nd International Workshop on Data Mining and Audience Intelligence for Advertising, ADKDD'08, Las Vegas, NV; United States, 24 August 2008 through 24 August 2008; Code 76901, Pages 27-36
Hu, Derekhao; Yang, Qiang; Li, Ying Conference paper
An introduction to transfer learning
Advanced Data Mining and Applications, 4th International Conference, ADMA 2008, Chengdu, China, v. 5139, October 8-10, 2008, p. 1
Yang, Qiang Conference paper
Can Chinese web pages be classified with english data
Proceeding of the 17th International Conference on World Wide Web 2008, WWW'08, Beijing; China, 21 April 2008 through 25 April 2008; Code 74418, Pages 969-978
Ling, Xiao; Xue, Guirong; Dai, Wenyuan; Jiang, Yun; Yang, Qiang; Yu, Yong Conference paper
CIGAR: Concurrent and interleaving goal and activity recognition
Proceedings of the Twenty-third AAAI Conference on Artificial Intelligence and the Twentieth Innovative Applications of Artificial Intelligence Conference, v. 3 / edited by Anthony Cohn. Palo Alto, California : AAAI Press, 2008, p. 1363-1368
Hu, Hao Derek; Yang, Qiang Conference paper
Constraint projections for ensemble learning
23rd AAAI Conference on Artificial Intelligence and the 20th Innovative Applications of Artificial Intelligence Conference, AAAI-08/IAAI-08; Chicago, IL; United States, v. 2, 13 July 2008 through 17 July 2008; Code 74777, Pages 758-763
Zhang, Daoqiang; Chen, Songcan; Zhou, Zhihua; Yang, Qiang Conference paper
Deep classification in large-scale text hierarchies
ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings, ACM SIGIR 2008; Singapore; Singapore, 20 July 2008 through 24 July 2008; Code 74470, Pages 619-626
Xue, Guirong; Xing, Dikan; Yang, Qiang; Yu, Yong Conference paper
Deep classifier: Automatically categorizing search results into large-scale hierarchies
WSDM'08 - Proceedings of the 2008 International Conference on Web Search and Data Mining, WSDM 2008; Palo Alto, CA; United States, 11 February 2008 through 12 February 2008; Code 71934, Pages 139-148
Xing, Dikan; Xue, Guirong; Yang, Qiang; Yu, Yong Conference paper
Digital wall: A power-efficient solution for location-based data sharing
6th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2008, Hong Kong, 17 March 2008 through 21 March 2008; Category numberE3113; Code 72902, Article number 4517470, Pages 645-650
Pan, JeffreyJunfeng; Pan, Sinnojialin; Zheng, Vincentwenchen; Yang, Qiang Conference paper
Dirichlet component analysis: Feature extraction for compositional data
Proceedings of the 25th International Conference on Machine Learning, ICML'08, 2008, p. 1128-1135
Wang, Hua-Yan; Yang, Qiang; Qin, Hong; Zha, Hongbin Conference paper
EigenRank: A ranking-oriented approach to collaborative filtering
ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings, Singapore, 20 July 2008 through 24 July 2008; Code 74470, Pages 83-90
Liu, Nathannan; Yang, Qiang Conference paper
Enhancing text clustering by leveraging wikipedia semantics
ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings, Singapore, 20 July 2008 through 24 July 2008; Code 74470, Pages 179-186
Hu, Jian; Fang, Lujun; Cao, Yang; Zeng, Huajun; Li, Hua; Yang, Qiang; Chen, Zheng Conference paper
Evaluation of a Variable Rate Irrigating Hill-Seeder
American Society of Agricultural and Biological Engineers Annual International Meeting, ASABE 2008, Providence, RI, United States, v. 2, 29 June 2008 through 2 July 2008; Code 75691, Pages 945-951
Yang, Qiang; Yang, Shuming; Yang, Chenghai Conference paper
Learning action models with quantified conditional effects for software requirement specification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 4th International Conference on Intelligent Computing, ICIC 2008; Shanghai; China, v. 5226 LNCS, 15 September 2008 through 18 September 2008; Code 74268, Pages 874-881
Zhuo, Hankui; Li, Lei; Yang, Qiang; Bian, Rui Conference paper
Learning and Acting Through Sensors
2008 3rd International Conference on Intelligent System and Knowledge Engineering, Vols 1 and 2, 2008, p. 8
Yang, Qiang Conference paper
Learning bidirectional similarity for collaborative filtering
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2008; Antwerp; Belgium, v. 5211, (PART 1), 15 September 2008 through 19 September 2008; Code 73966, Pages 178-194
Cao, Bin; Sun, Jiantao; Wu, Jianmin; Yang, Qiang; Chen, Zheng Conference paper
Mining translations of web queries from web click-through data
Proceedings of the Twenty-third AAAI Conference on Artificial Intelligence and the Twentieth Innovative Applications of Artificial Intelligence Conference, v. 2 / edited by Anthony Cohn. Palo Alto, California : AAAI Press, 2008, p. 1144-1149
Hu, Rong; Chen, Weizhu; Hu, Jian; Lu, Yansheng; Chen, Zheng; Yang, Qiang Conference paper
One-class collaborative filtering
Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008; Pisa; Italy, 15 December 2008 through 19 December 2008; Category numberP3502; Code 76181, Article number 4781145, Pages 502-511
Pan, Rong; Zhou, Yunhong; Cao, Bin; Liu, Nathannan; Lukose, Rajan M.; Scholz, Martin; Yang, Qiang Conference paper
Real world activity recognition with multiple goals
UbiComp 2008 - Proceedings of the 10th International Conference on Ubiquitous Computing, UbiComp 2008; Seoul; South Korea, 21 September 2008 through 24 September 2008; Code 75235, Pages 30-39
Hao Hu, Derek; Pan, Sinnojialin; Zheng, Vincentwenchen; Liu, Nathannan; Yang, Qiang Conference paper
Self-Taught Clustering
Proceedings of the 25th International Conference on Machine Learning, ICML'08, 2008, p. 200-207
Dai, Wenyuan; Yang, Qiang; Xue, Guirong; Yu, Yong Conference paper
Spectral Domain-Transfer Learning
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2008; Las Vegas, NV; United States, 24 August 2008 through 27 August 2008; Code 77094, p. 488-496
Ling, Xiao; Dai, Wenyuan; Xue, Guirong; Yang, Qiang; Yu, Yong Conference paper
Structural support vector machine
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5th International Symposium on Neural Networks, ISNN 2008; Beijing; China, v. 5263 LNCS, (PART 1), 24 September 2008 through 28 September 2008; Code 73797, Pages 501-511
Xue, Hui; Chen, Songcan; Yang, Qiang Conference paper
TOFA: Trace oriented feature analysis in text categorization
Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008; Pisa; Italy, 15 December 2008 through 19 December 2008; Category numberP3502; Code 76181, Article number 4781162, Pages 668-677
Yan, Jun; Liu, Ning; Yang, Qiang; Fan, Weiguo; Chen, Zheng Conference paper
Topic-Bridged PLSA for Cross-Domain Text Classification
ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings, 2008, p. 627-634
Xue, G.R.; Dai, Wenyuan; Yang, Qiang; Yu, Y. Conference paper
Transfer learning for WiFi-based indoor localization
AAAI Workshop - Technical Report, v. 0, 2008, p. 43-48
Pan, Jialin; Zheng, Wenchen; Yang, Qiang; Hu, Hao Conference paper
Transfer learning via dimensionality reduction
Proceedings of the National Conference on Artificial Intelligence, v. 2, 2008, p. 677-682
Pan, Sinnojialin; Kwok, James Tin Yau; Yang, Qiang Conference paper
Transferring knowledge from another domain for learning action models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2008; Hanoi; Viet Nam, v. 5351, 15 December 2008 through 19 December 2008; Code 75109, Pages 1110-1115
Zhuo, Hankui; Yang, Qiang; Hu, Derekhao; Li, Lei Conference paper
Transferring localization models across space
23rd AAAI Conference on Artificial Intelligence and the 20th Innovative Applications of Artificial Intelligence Conference, AAAI-08/IAAI-08; Chicago, IL; United States, v. 3, 13 July 2008 through 17 July 2008; Code 74777, Pages 1383-1388
Pan, Sinnojialin; Shen, Dou; Yang, Qiang; Kwok, James Tin Yau Conference paper
Transferring localization models over time
Proceedings of the National Conference on Artificial Intelligence, v. 3, 2008, p. 1421-1426
Zheng, V.W.; Xiang, E.W.; Yang, Q.; Shen, D. Conference paper
Transferring multi-device localization models using latent multi-task learning
Proceedings of the National Conference on Artificial Intelligence, v. 3, 2008, p. 1427-1432
Zheng, V.W.; Pan, S.J.; Yang, Q.; Pan, J.J. Conference paper
Translated Learning: Transfer Learning across Different Feature Spaces
Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, NIPS 2008; Vancouver, BC; Canada, 8 December 2008 through 11 December 2008; Code 89076, p. 353-360
Dai, Wenyuan; Chen, Yuqiang; Xue, Guirong; Yang, Qiang; Yu, Yong Conference paper
Web query translation via web log mining
ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings; Singapore, 20 July 2008 through 24 July 2008; Code 74470, Pages 749-750
Hu, Rong; Chen, Weizhu; Bai, Peng; Lu, Yansheng; Chen, Zheng; Yang, Qiang Conference paper

2007 32

A cognitive approach for agent-based personalized recommendation
Knowledge-based systems, v. 20, (4), 2007, MAY, p. 397-405
Miao, Chunyan; Yang, Qiang; Fang, Haijing; Goh, Angela Article
ARMS: an automatic knowledge engineering tool for learning action models for Al planning
Knowledge engineering review, v. 22, (2), June 2007, Pages 135-152
Wu, Kangheng; Yang, Qiang; Jiang, Yunfei Article
Cost-sensitive-data preprocessing for mining customer relationship management databases
IEEE intelligent systems, v. 22, (1), 2007, JAN-FEB, p. 46-51
Pan, Junfeng; Yang, Qiang; Yang, Yiming; Li, Lei; Li, Frances Tianyi; Li, George Wenmin Article
Domain-driven, actionable knowledge discovery
IEEE Intelligent Systems, v. 22, (4), July 2007, Pages 78-88
Cao, Longbing; Zhang, Chengqi; Yang, Qiang; Bell, David A.; Vlachos, Michail P.; Yu, Philip; Taneri, Bahar; Keogh, Eamonn J.; Zhong, Ning; Ashrafi, Mafruz Zaman; Taniar, David; Dubossarsky, Eugene; Graco, Warwick Article
Extracting actionable knowledge from decision trees
IEEE transactions on knowledge and data engineering, v. 19, (1), January 2007, Pages 43-55
Yang, Qiang; Yin, Jie; Ling, Charles; Pan, Rong Article
Graph embedding and extensions: A general framework for dimensionality reduction
IEEE transactions on pattern analysis and machine intelligence, v. 29, (1), 2007, JAN, p. 40-51
Yan, Shuicheng; Xu, Dong; Zhang, Benyu; Zhang, Hong-Jiang; Yang, Qiang; Lin, Stephen Article
Learning action models from plan examples using weighted MAX-SAT
Artificial intelligence, v. 171, (2-3), February 2007, Pages 107-143
Yang, Qiang; Wu, Kangheng; Jiang, Yunfei Article
Learning Actions from Data Mining Models
IEEE Intelligent Systems, v.22, (4), 2007, July-Aug, p. 79-81
Yang, Qiang Article
Learning recursive HTN-method structures for planning
Proceedings of the ICAPS-07 Workshop on AI Planning and Learning, 2007
Yang, Qiang; Pan, Rong; Pan, Sinno Jialin Article
Mining competent case bases for case-based reasoning
Artificial intelligence, v. 171, (16-17), November 2007, Pages 1039-1068
Pan, Rong; Yang, Qiang; Pan, Sinnojialin Article
Multilinear Discriminant Analysis for Face Recognition
IEEE Transactions on Image Processing, v. 16, (1), January 2007, p. 212-220
Yan, Shuicheng; Xu, Dong; Yang, Qiang; Zhang, Lei; Tang, Xiaoou; Zhang, Hong-Jiang Article
Noise reduction through summarization for web-page classification
Information processing & management, v. 43, (6), November 2007, Pages 1735-1747
Shen, Dou; Yang, Qiang; Chen, Zheng Article
Pattern Detection and Co-methylation Analysis of Epigenetic Features in Human Embryonic Stem Cells
International Conference on BioInformatics 2007, 2007
Niu, Ben; Yang, Qiang; Li, Jinyan; Xue, Hong; Shiu, Simon; Liu, Huiqing; Pal, Sankar Kumar Article
Reducing the calibration effort for probabilistic indoor location estimation
IEEE transactions on mobile computing, v. 6, (6), 2007, JUN, p. 649-662
Chai, Xiaoyong; Yang, Qiang Article
Strong compound-risk factors: Efficient discovery through emerging patterns and contrast sets
IEEE transactions on information technology in biomedicine, v. 11, (5), September 2007, Pages 544-552
Li, Jinyan; Yang, Qiang Article
时间序列分类问题的算法比较
计算机学报=Chinese Journal of Computers, v. 2007, (08), 2007, p. 1259-1266
楊一鳴; 潘嶸; 潘嘉林; 楊強; 李磊 Article
Adaptive localization in a dynamic WiFi environment through multi-view learning
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence and the Nineteenth Innovative Applications of Artificial Intelligence Conference, v. 2 / edited by Hunter A. Palo Alto, California : AAAI Press, 2007, p. 1108-1113
Pan, Jialin Sinno; Kwok, James Tin Yau; Yang, Qiang; Pan, Junfeng Jeffrey Conference paper
Boosting for transfer learning
ACM International Conference Proceeding Series, v. 227, 2007, p. 193-200
Dai, Wenyuan; Yang, Qiang; Xue, Guirong; Yu, Yong Conference paper
Co-clustering based classification for out-of-domain documents
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 12 August 2007 through 15 August 2007; Code 70699, Pages 210-219
Dai, Wenyuan; Xue, Guirong; Yang, Qiang; Yu, Yong Conference paper
Co-Localization from Labeled and Unlabeled Data Using Graph Laplacian
IJCAI International Joint Conference on Artificial Intelligence, 2007, p. 2166-2171
Pan, Jeffrey Junfeng; Yang, Qiang Conference paper
Detect and Track Latent Factors with Online Nonnegative Matrix Factorization
20th International Joint Conference on Artificial Intelligence, IJCAI 2007; Hyderabad; India, 6 January 2007 through 12 January 2007; Code 97873, Pages 2689-2694
Cao, Bin; Shen, Dou; Sun, Jiantao; Wang, Xuanhui; Yang, Qiang; Chen, Zheng Conference paper
Discovering patterns of DNA methylation: Rule mining with rough sets and decision trees, and comethylation analysis
Lecture Notes in Computer Science, v. 4815, 2007, p. 389-397
Ben, Niu; Yang, Qiang; Li, Jinyan; Shin, Chi-keung; Pal, Sankar Conference paper
Document Summarization using Conditional Random Fields
20TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-07), PROCEEDINGS, 2007, p. 2862-2867
Shen, Dou; Sun, Jian-Tao; Li, Hua; Yang, Qiang; Chen, Zheng Conference paper
Document transformation for multi-label feature selection in text categorization
Proceedings - IEEE International Conference on Data Mining, ICDM, 28 October 2007 through 31 October 2007; Category numberP3018; Code 73039, Article number 4470272, Pages 451-456
Chen, Weizhu; Yan, Jun; Zhang, Benyu; Chen, Zheng; Yang, Qiang Conference paper
Domain-constrained semi-supervised mining of tracking models in sensor networks
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007, p. 1023-1027
Pan, R.; Zhao, J.; Zheng, V.W.; Pan, J.J.; Shen, D.; Pan, S.J.; Yang, Qiang Conference paper
Exploring in the weblog space by detecting informative and affective articles
16th International World Wide Web Conference, WWW2007, Banff, AB; Canada, 8 May 2007 through 12 May 2007; Code 70416, Pages 281-290
Ni, Xiaochuan; Xue, Guirong; Ling, Xiao; Yu, Yong; Yang, Qiang Conference paper
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ACM International Conference Proceeding Series, v. 227, 2007, p. 121-128
Cao, Bin; Shen, Dou; Sun, Jiantao; Yang, Qiang; Chen, Zheng Conference paper
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2007 IEEE International Conference on Communications, ICC'07; Glasgow, Scotland; United Kingdom, 24 June 2007 through 28 June 2007; Category number07CH37798C; Code 71262, Article number 4288781, Pages 640-645
Yang, Qiang; Pitts, Jonathan M. Conference paper
Mining web query hierarchies from clickthrough data
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence and the Nineteenth Innovative Applications of Artificial Intelligence Conference, v. 1 / edited by Hunter A. Palo Alto, California : AAAI Press, 2007, p. 341-346
Shen, Dou; Qin, Min; Chen, Weizhu; Yang, Qiang; Chen, Zheng Conference paper
Online co-localization in indoor wireless networks by dimension reduction
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence and the Nineteenth Innovative Applications of Artificial Intelligence Conference, v. 2 / edited by Hunter A. Palo Alto, California : AAAI Press, 2007, p. 1102-1107
Pan, Junfeng Jeffrey; Yang, Qiang; Pan, Jialin Sinno Conference paper
Semi-supervised learning with very few labeled training examples
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence and the Nineteenth Innovative Applications of Artificial Intelligence Conference, v. 1 / edited by Hunter A. Palo Alto, California : AAAI Press, 2007, p. 675-680
Zhou, Zhihua; Zhan, Dechuan; Yang, Qiang Conference paper
Transferring Naive Bayes classifiers for text classification
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence and the Nineteenth Innovative Applications of Artificial Intelligence Conference, v. 1 / edited by Hunter A. Palo Alto, California : AAAI Press, 2007, p. 540-545
Dai, Wenyuan; Xue, Guirong; Yang, Qiang; Yu, Yong Conference paper

2006 22

10 Challenging problems in data mining research
International journal of information technology & decision making, v. 5, (4), 2006, DEC, Pages 597-604
Yang, Qiang; Wu, Xindong Article
A scalable supervised algorithm for dimensionality reduction on streaming data
Information sciences, v. 176, (14), 22 July 2006, Pages 2042-2065
Yan, Jun; Zhang, Benyu; Yan, Shuicheng; Liu, Ning; Yang, Qiang; Cheng, Qiansheng; Li, Hua; Chen, Zheng; Ma, Weiying Article
Discovering classification from data of multiple sources
Data mining and knowledge discovery, v. 12, (2-3), May 2006, Pages 181-201
Ling, Charles; Yang, Qiang Article
Effective and efficient dimensionality reduction for large-scale and streaming data preprocessing
IEEE transactions on knowledge and data engineering, v. 18, (3), March 2006, Pages 320-332
Yan, Jun; Zhang, Benyu; Liu, Ning; Yan, Shuicheng; Cheng, Qiansheng; Fan, Weiguo; Yang, Qiang; Xi, Wensi; Chen, Zheng Article
Learning contextual dependency network models for link-based classification
IEEE transactions on knowledge and data engineering, v. 18, (11), 2006, NOV, p. 1482-1496
Tian, Yonghong; Yang, Qiang; Huang, Tiejun; Ling, Charles; Gao, Wen Article
Mining adaptive ratio rules from distributed data sources
Data mining and knowledge discovery, v. 12, (2-3), May 2006, Pages 249-273
Yan, Jun; Liu, Ning; Yang, Qiang; Zhang, Benyu; Cheng, Qiansheng; Chen, Zheng Article
Multidimensional vector regression for accurate and low-cost location estimation in pervasive computing
IEEE transactions on knowledge and data engineering, v. 18, (9), September 2006, Article number 1661510, Pages 1181-1193
Pan, JeffreyJunfeng; Kwok, James Tin Yau; Yang, Qiang; Chen, Yiqiang Article
Power-efficient access-point selection for indoor location estimation
IEEE transactions on knowledge and data engineering, v. 18, (7), July 2006, Article number 1637415, Pages 877-888
Chen, Yiqiang; Yang, Qiang; Yin, Jie; Chai, Xiaoyong Article
Query enrichment for Web-query classification
ACM transactions on information systems, v. 24, (3), 2006, JUL, Pages 320-352
Shen, Dou; Pan, Rong; Sun, Jiantao; Pan, JeffreyJunfeng; Wu, Kangheng; Yin, Jie; Yang, Qiang Article
Reinforcing Web-object categorization through interrelationships
Data mining and knowledge discovery, v. 12, (2-3), May 2006, Pages 229-248
Xue, Guirong; Yu, Yong; Shen, Dou; Yang, Qiang; Zeng, Huajun; Chen, Zheng Article
Test strategies for cost-sensitive decision trees
IEEE transactions on knowledge and data engineering, v. 18, (8), August 2006, Article number 1644729, Pages 1055-1067
Ling, Charles; Sheng, Victor S.; Yang, Qiang Article
Test-cost sensitive classification on data with missing values
IEEE transactions on knowledge and data engineering, v. 18, (5), 2006, MAY, p. 626-638
Yang, Q.; Ling, C.; Chai, XY; Pan, R. Article
A comparison of implicit and explicit links for web page classification
Proceedings of the 15th International Conference on World Wide Web, Edinburgh, Scotland; United Kingdom, 23 May 2006 through 26 May 2006; Code 69835, Pages 643-650
Shen, Dou; Sun, Jiantao; Yang, Qiang; Chen, Zheng Conference paper
A manifold regularization approach to calibration reduction for sensor-network based tracking
21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06, Boston, MA, United States, 16 - 20 July 2006, Code 68475, v. 1, 16 July 2006 through 20 July 2006; Code 68475, p. 988-993
Pan, JeffreyJunfeng; Yang, Qiang; Chang, Hong; Yeung, Dityan Conference paper
A novel scalable algorithm for supervised subspace learning
Proceedings - 6th IEEE International Conference on Data Mining, 18 December 2006 through 22 December 2006; Category numberP2701; Code 70321, Article number 4053097, Pages 721-730
Yan, Jun; Liu, Ning; Zhang, Benyu; Yang, Qiang; Yan, Shuicheng; Chen, Zheng Conference paper
Adding semantics to email clustering
6th International Conference on Data Mining, ICDM 2006; Hong Kong; China, 18 December 2006 through 22 December 2006; Category numberP2701; Code 70321, Article number 4053131, Pages 938-942
Li, Hua; Shen, Dou; Zhang, Benyu; Chen, Zheng; Yang, Qiang Conference paper
Building bridges for web query classification
Proceedings of the Twenty-Ninth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Seatttle, WA; United States, v. 2006, 6 August 2006 through 11 August 2006; Code 68395, Pages 131-138
Shen, Dou; Sun, Jiantao; Yang, Qiang; Chen, Zheng Conference paper
Diverse topic phrase extraction through latent semantic analysis
Proceedings - 6th International Conference on Data Mining, ICDM 2006; Hong Kong; China, 18 December 2006 through 22 December 2006; Category numberP2701; Code 70321, Article number 4053112, Pages 834-838
Chen, Jilin; Yan, Jun; Zhang, Benyu; Yang, Qiang; Chen, Zheng Conference paper
Latent friend mining from blog data
6th International Conference on Data Mining, ICDM 2006; Hong Kong; China, 18 December 2006 through 22 December 2006; Category numberP2701; Code 70321, Article number 4053081, Pages 552-561
Shen, Dou; Sun, Jiantao; Yang, Qiang; Chen, Zheng Conference paper
Text classification improved through automatically extracted sequences
Proceedings - 22nd International Conference on Data Engineering, ICDE '06; Atlanta, GA; United States, v. 2006, 3 April 2006 through 7 April 2006; Category numberP5270; Code 68274, Article number 1617489, Page 121
Shen, Dou; Sun, Jiantao; Yang, Qiang; Zhao, Hui; Chen, Zheng Conference paper
Text classification improved through multigram models
15th International Conference on Information and Knowledge Management, Proceedings, CIKM 2006; Arlington, VA; United States, 6 November 2006 through 11 November 2006; Code 70026, Pages 672-681
Shen, Dou; Sun, Jiantao; Yang, Qiang; Chen, Zheng Conference paper
Thread detaction in dynamic text message streams
Proceedings of the Twenty-Ninth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Seatttle, WA; United States, v. 2006, 6 August 2006 through 11 August 2006; Code 68395, Pages 35-42
Shen, Dou; Yang, Qiang; Sun, Jiantao; Chen, Zheng Conference paper

2005 27

Advances in conversational case-based reasoning
Knowledge engineering review, v. 20, (3), September 2005, Pages 247-254
Aha, David W.; McSherry, David M.G.; Yang, Qiang Article
An incremental subspace learning algorithm to categorize large scale text data
Lecture Notes in Computer Science, 7th Asia-Pacific Web Conference on Web Technologies Research and Development - APWeb 2005; Shanghai; China, v. 3399, 29 March 2005 through 1 April 2005; Code 65544, Pages 52-63
Yan, Jun; Cheng, Qiansheng; Yang, Qiang; Zhang, Benyu Article
Deriving a stationary dynamic Bayesian network from a logic program with recursive loops
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), 15th International Conference on Inductive Logic Programming, ILP 2005; Bonn; Germany, v. 3625, 10 August 2005 through 13 August 2005; Code 65832, Pages 330-347
Shen, Yidong; Yang, Qiang Article
Guest Editor's Introduction to the Special Issue: Machine Learning for Bioinformatics—Part 2
IEEE/ACM Transactions on Computational Biology and Bioinformatics, v. 2, (3), July 2005, Page 177
Ling, Charles; Noble, William Stafford Tafford; Yang, Qiang Article
Guest Editors' Introduction to the Special Issue: Machine Learning for Bioinformatics-Part 1
IEEE/ACM Transactions on Computational Biology and Bioinformatics, v. 2, (2), April 2005, Pages 81-82
Ling, Charles; Noble, William Stafford Tafford; Yang, Qiang Article
Guest Editors' Introduction: Data Mining in Bioinformatics
IEEE Intelligent Systems, v. 20, (6), Nov-Dec 2005, p. 16-18
Li, Jinyan; Wong, Limsoon; Yang, Qiang Article
Guest editors’ introduction: Special section on intelligent data preparation
IEEE Transactions on Knowledge and Data Engineering, v.17, (9), September 2005, Pages 1163-1165
Zhang, Chengqi; Yang, Qiang; Liu, Bing Article
Learning quantifiable associations via principal sparse non-negative matrix factorization
Intelligent data analysis, v. 9, (6), 2005, p. 603-620
Hu, Chenyong; Zhang, Benyu; Wang, Yongji; Yan, Shuicheng; Chen, Zheng; Wang, Qing; Yang, Qiang Article
Mining customer value: From association rules to direct marketing
Data mining and knowledge discovery, v. 11, (1), 2005, JUL, p. 57-79
Wang, Ke; Zhou, Senqiang; Yang, Qiang; Yeung, J.M.S. Article
Mining quantitative associations in large database
Lecture notes in computer science, 7th Asia-Pacific Web Conference on Web Technologies Research and Development - APWeb 2005; Shanghai; China, v. 3399, 29 March 2005 through 1 April 2005; Code 65544, Pages 405-416
Hu, Chenyong; Wang, Yongji; Zhang, Benyu; Yang, Qiang; Wang, Qing; Zhou, Jinhui; He, Ran; Yan, Yun Article
pFind: a novel database-searching software system for automated peptide and protein identification via tandem mass spectrometry
Bioinformatics, v. 21, (13), 1 July 2005, Pages 3049-3050
Li, Dequan; Fu, Yan; Sun, Ruixiang; Ling, Charles; Wei, Yonggang; Zhou, Hu; Zeng, Rong; Yang, Qiang; He, SM; Gao, Wen Article
Preprocessing time series data for classification with application to CRM
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 18th Australian Joint Conference on Artificial Intelligence, AI 2005: Advances in Artificial Intelligence; Sydney; Australia, v. 3809 LNAI, 5 December 2005 through 9 December 2005; Code 67429, Pages 133-142
Yang, Yiming; Yang, Qiang; Lü, Wei; Pan, Sinnojialin; Pan, Rong; Lu, Chenhui; Li, Lei; Qin, Zhenxing Article
Q2C@UST: our winning solution to query classification in KDDCUP 2005
ACM SIGKDD Explorations Newsletter, v.7, (2), 2005, Dec, p. 100-110
Shen, Dou; Pan, Rong; Sun, Jiantao; Pan, JeffreyJunfeng; Wu, Kangheng; Yin, Jie; Yang, Qiang Article
Simple test strategies for cost-sensitive decision trees
Lecture Notes in Artificial Intelligence, v. 3720, 2005, p. 365-376
Sheng, SL; Ling, CX; Yang, Q. Article
Accurate and Low-cost Location Estimation Using Kernels
2005, 30 July 2005 through 5 August 2005; Code 97872 p. 1366-1371
Pan, Jeffery Junfeng; Kwok, James Tin-Yau; Yang, Qiang; Chen, Yiqiang Conference paper
Activity recognition through goal-based segmentation
Proceedings of the Twentieth National Conference on Artificial Intelligence, AAAI-05 and the Seventeenth Innovative Applications of Artificial Intelligence Conference, IAAI-05, v. 1 / edited by Anthony Cohn. Pittsburgh, Pennsylvania : AAAI Press, 2005, p. 28-33
Yin, Jie; Shen, Dou; Yang, Qiang; Li, Zenian Conference paper
Adaptive temporal radio maps for indoor location estimation
Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications, PerCom 2005, Los Alamitos, California; Washington; Brussels; Tokyo : IEEE Computer Society; IEEE, 2005, p. 85-94, 2005, Article number 1392745
Yin, Jie; Yang, Qiang; Ni, Lionel Ming-Shuan Conference paper
Competence driven case-base mining
Proceedings of the Twentieth National Conference on Artificial Intelligence, AAAI-05 and the Seventeenth Innovative Applications of Artificial Intelligence Conference, IAAI-05, v. 1 / edited by Anthony Cohn. Pittsburgh, Pennsylvania : AAAI Press, 2005, p. 228-233
Pan, Rong; Yang, Qiang; Pan, JeffreyJunfeng; Li, Lei Conference paper
Discriminant analysis with tensor representation
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; San Diego, CA; United States, v. 1, 20 June 2005 through 25 June 2005; Category numberP2372; Code 65595, Pages 526-532
Yan, Shuicheng; Xu, Dong; Yang, Qiang; Zhang, Lei; Tang, Xiaoou; Zhang, Hongjiang Conference paper
Efficient text classification by weighted proximal SVM
Proceedings - 5th IEEE International Conference on Data Mining, ICDM 2005; Houston, TX; United States, 27 November 2005 through 30 November 2005; Category numberP2278; Code 70190, Article number 1565722, Pages 538-545
Zhuang, Dong; Zhang, Benyu; Yang, Qiang; Yan, Jim; Chen, Zheng; Chen, Ying Conference paper
Exploiting the hierarchical structure for link analysis
SIGIR '05 Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, 2005, Aug, p. 186-193
Xue, Gui-Rong; Yang, Qiang; Zeng, Hua-Jun; Yu, Yong; Chen, Zheng Conference paper
Integrating hidden Markov models and spectral analysis for sensory time series clustering
FIFTH IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS, 2005, p. 506-513
Yin, J.; Yang, Q. Conference paper
Multiple-goal recognition from low-level signals
Proceedings of the Twentieth National Conference on Artificial Intelligence, AAAI-05 and the Seventeenth Innovative Applications of Artificial Intelligence Conference, IAAI-05, v. 1 / edited by Anthony Cohn. Pittsburgh, Pennsylvania : AAAI Press, 2005, p. 3-8
Chai, Xiaoyong; Yang, Qiang Conference paper
Reducing the calibration effort for location estimation using unlabeled samples
Proceedings - Third IEEE International Conference on Pervasive Computing and Communications, PerCom 2005, Kauai Island, HI; United States, v. 2005, 8 March 2005 through 12 March 2005; Category numberP2299; Code 67353, Article number 1392746, Pages 95-106
Chai, Xiaoyong; Yang, Qiang Conference paper
Scalable collaborative filtering using cluster-based smoothing
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, 2005, Aug, p. 114-121
Xue, Gui-Rong; Yang, Qiang; Lin, Chenxi; Xi, WenSi; Zeng, Hua-Jun; Chen, Zheng Conference paper
Semantic Sensor net: An Extensible Framework
Networking and Mobile Computing. ICCNMC 2005 / Lu X., Zhao W. (eds). Berlin, Heidelberg : Springer, 2005, p. 1144-1153, Lecture Notes in Computer Science, vol 3619.
Ni, Lionel Ming-Shuan; Zhu, Yanmin; Ma, Jian; Li, Minglu; Luo, Qiong; Liu, Yunhao; Cheung, Shing Chi; Yang, Qiang Conference paper
Web-page summarization using clickthrough data
SIGIR 2005 - Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 15-19, Aug, 2005, p. 194-201
Sun, Jiantao; Shen, Dou; Zeng, Huajun; Yang, Qiang; Lü, Yuchang; Chen, Zheng Conference paper

2004 23

A block-based support vector machine approach to the protein homology prediction task in KDD Cup 2004
Newsletter, v. 6, (2), 2004, Dec, p. 120-124
Fu, Yan; Sun, Ruixiang; Yang, Qiang; He, Simin; Wang, Chunli; Wang, Haipeng; Shan, Shiguang; Liu, Junfa; Gao, Wen Article
A kernel-based case retrieval algorithm with application to bioinformatics
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), 8th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2004: Trends in Artificial Intelligence; Auckland; New Zealand, v. 3157, 9 August 2004 through 13 August 2004; Code 65297, Pages 544-553
Fu, Yan; Yang, Qiang; Ling, Charles; Wang, Haipeng; Li, Dequan; Sun, Ruixiang; Zhou, Hu; Zeng, Rong; Chen, Yiqiang; He, Simin; Gao, Wen Article
Building Association Rule Based Sequential Classifiers for Web Document Prediction
Journal of Data Mining and Knowledge Discovery, v. 8, (3), May 2004, Pages 253-273
Yang, Qiang; Li, Tianyi; Wang, Ke Article
Case retrieval using nonlinear feature-space transformation
Lecture Notes in Computer Science, v. 3155, 2004, Pages 361-374
Pan, Rong; Yang, Qiang; Li, Lei Article
Exploiting the kernel trick to correlate fragment ions for peptide identification via tandem mass spectrometry
Bioinformatics, v. 20, (12), 12 August 2004, Pages 1948-1954
Fu, Yan; Yang, Qiang; Sun, Ruixiang; Li, Dequan; Zeng, Rong; Ling, Charles; Gao, Wen Article
Guest Editors' Introduction: Information Enhancement for Data Mining
IEEE Intelligent Systems, v. 2, (19), 2004, Mar, p. 12-13
Zhang, Shichao; Zhang, Chengqi; Yang, Qiang Article
Guest Editors' Introduction: Mining Actionable Knowledge on the Web
IEEE Intelligent Systems, v. 19, (6), November 2004, p. 30-31
Yang, Qiang; Knoblock, Craig A.; Wu, Xindong Article
Mining of web-page visiting patterns with continuous-time Markov models
Lecture Notes in Artificial Intelligence, 8th Pacific-Asia Conference, PAKDD 2004; Sydney; Australia, v. 3056, 26 May 2004 through 28 May 2004; Code 63763, Pages 549-558
Huang, Qiming; Yang, Qiang; Huang, Joshuazhexue; Ng, Michael Article
Support Vector Machines Based on Positive Feedback
Journal of Chongqing University(Natural Science Edition), v. 5, 2004, p. 12
Yang, Qiang; Wu, Zhong-fu; Zhong, Jiang; Yu, Ping Article
LEAPS: A location estimation and action prediction system in a wireless LAN environment
Lecture Notes in Computer Science / v. 3222, 2004, Pages 584-591
Yang, Qiang; Chen, Yiqiang; Yin, Jie; Chai, Xiaoyong Book chapter
Mining web logs for actionable knowledge
Intelligent Technologies for Information Analysis / Yang, Qiang, Ling, Charles X., Gao, Jianfeng. Berlin: Springer Berlin Heidelberg, 2004, p. 169-191
Yang, Qiang; Ling, Charles; Gao, Jianfeng Book chapter
An adaptive CBR model of call center systems
2004 8th International Conference on Control, Automation, Robotics and Vision (ICARCV), Kunming; China, v. 2, 6 December 2004 through 9 December 2004; Category number04EX920; Code 65079, Article number TuP3.02 - P1837, Pages 1497-1501
Liu, Hongwei; Li, Li; Xuan, Yiliang; Jiang, Yongbo; Yang, Qiang Conference paper
Cluster cores-based clustering for high dimensional data
Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004, Brighton; United Kingdom, 1 November 2004 through 4 November 2004; Category numberP2142; Code 64905, Pages 519-522
Shen, Yidong; Shen, Zhiyong; Zhang, Shiming; Yang, Qiang Conference paper
Decision trees with minimal costs
21st International Conference on Machine Learning, ICML'04, 2004, p. 544-551
Ling, Charles X.; Yang, Qiang; Wang, Jianning; Zhang, Shichao Conference paper
Feature selection with conditional mutual information MaxiMin in text categorization
International Conference on Information and Knowledge Management, Proceedings of the Thirteenth ACM Conference on Information and Knowledge Management, CIKM 2004, Washington, DC; United States, 8 November 2004 through 13 November 2004; Code 64711, Pages 342-349
Wang, Gang; Lochovsky, Frederick H.; Yang, Qiang Conference paper
High-level goal recognition in a wireless LAN
Proceedings of the Nineteenth National Conference on Artificial Intelligence / Sixteenth Innovative Applications of Artificial Intelligence Conference / edited by Anthony Cohn. Palo Alto, California : AAAI Press, 2004, p. 578-583
Yin, Jie; Chai, Xiaoyong; Yang, Qiang Conference paper
IMMC: Incremental maximum margin criterion
KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; Seattle, WA; United States, 22 August 2004 through 25 August 2004; Code 64210, Pages 725-730
Yan, Jun; Zhang, Benyu; Yan, Shuicheng; Yang, Qiang; Li, Hua; Chen, Zheng; Xi, Wensi; Fan, Weiguo; Ma, Weiying; Cheng, Qiansheng Conference paper
IRC: An iterative reinforcement categorization algorithm for interrelated web objects
Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004, Brighton; United Kingdom, 1 November 2004 through 4 November 2004; Category numberP2142; Code 64905, Pages 273-280
Xue, Guirong; Shen, Dou; Yang, Qiang; Zeng, Huajun; Chen, Zheng; Yu, Yong; Xi, Wensi; Ma, Weiying Conference paper
Learning similarity measures in non-orthogonal space
International Conference on Information and Knowledge Management, Proceedings; Washington, DC; United States, 8 November 2004 through 13 November 2004; Code 64711, Pages 334-341
Liu, Ning; Zhang, Benyu; Yan, Jun; Yang, Qiang; Yan, Shuicheng; Chen, Zheng; Bai, Fengshan; Ma, Weiying Conference paper
Mining Ratio Rules via principal sparse non-negative matrix factorization
Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004, Brighton; United Kingdom, 1 November 2004 through 4 November 2004; Category numberP2142; Code 64905, Pages 407-410
Hu, Chenyong; Zhang, Benyu; Yan, Shuicheng; Yang, Qiang; Yan, Jun; Chen, Zheng; Ma, Weiying Conference paper
Multi-dimensional model-based clustering for user-behavior mining in telecommunications industry
Proceedings of 2004 International Conference on Machine Learning and Cybernetics, v. 5 / IEEE. Piscataway, NJ : IEEE, 2004, p. 1650-1655
Yang, Yiming; Wang, Hui; Li, Lei; Li, Tianyi; Li, Wenming; Yang, Qiang; Lv, Wei; Huang, Ping Conference paper
Test-cost sensitive naive Bayes classification
Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004, Brighton; United Kingdom, 1 November 2004 through 4 November 2004; Category numberP2142; Code 64905, Pages 51-58
Chai, Xiaoyong; Deng, Lin; Yang, Qiang; Ling, Charles Conference paper
Web-page classification through summarization
Proceedings of Sheffield SIGIR - Twenty-Seventh Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Sheffield; United Kingdom, 25 July 2004 through 29 July 2004; Code 63889, Pages 242-249
Shen, Dou; Chen, Zheng; Yang, Qiang; Zeng, Huajun; Zhang, Benyu; Lü, Yuchang; Ma, Weiying Conference paper

2003 17

A data cube model for prediction-based web prefetching
Journal of intelligent information systems, v. 20, (1), 2003, JAN, p. 11-30
Yang, Q.; Huang, JZX; Ng, M. Article
A Dynamic Approach to Characterizing Termination of General Logic Programs
ACM Transactions on Computational Logic (TOCL), v. 4(3), October 2003, Pages 417-430
Shen, Y. I. Dong; You, Jiahuai; Yuan, L. I. Yan; Shen, Samuel; Yang, Qiang Article
Case mining from large databases
Lecture Notes in Artificial Intelligence, v. 2689, 2003, p. 691-702
Yang, Q.; Cheng, H. Article
Data Mining and Case-based Reasoning for Distance Learning
International Journal of Distance Learning Technologies, Special Issue on Web-based Learning Systems, v. 1, (3), July-September 2003, p. 46-58
Shen, R.M.; Han, P.; Yang, F.; Yang, Qiang; Huang, J. Article
Data preparation for data mining
Applied artificial intelligence, v. 17, (5-6), 2003, MAY-JUN, p. 375-381
Zhang, SC; Zhang, CQ; Yang, Q. Article
Mining the customer's up-to-moment preferences for e-commerce recommendation
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), 7th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2003; Seoul; South Korea, v. 2637, 30 April 2003 through 2 May 2003; Code 121289, Pages 166-177
Shen, Yidong; Yang, Qiang; Zhang, Zhong; Lu, Hongjun Article
SANet: A service-agent network for call-center scheduling
IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, v. 33, (3), 2003, MAY, p. 396-406
Yang, Qiang; Wang, Yong; Zhang, Zhong Article
Web-log cleaning for constructing sequential classifiers
Applied artificial intelligence, v. 17, (5-6), 2003, MAY-JUN, p. 431-441
Yang, Q.; Li, TI; Wang, K. Article
Web-log mining for predictive Web caching
IEEE transactions on knowledge and data engineering, v. 15, (4), 2003, JUL-AUG, p. 1050-1053
Yang, Q.; Zhang, HH Article
裂隙岩体局部化破坏分析的多重势面分岔模型
力学学报, v. 35, (3), 2003, p. 280-283
Liu, Y.G.; Zhou, W.Y.; Chen, X.; Zhao, Jidong; Yang, Qiang Article
Discovery of classifications from data of multiple sources
Proceedings of 2003 International Conference on Machine Learning and Cybernetics, v. 4 / IEEE. Piscataway, NJ : IEEE, 2003, p. 2281-2286
Wen, Jun-Hao; Ling, Charles; Yang, Qiang Conference paper
Mining customer value: From association rules to direct marketing
Proceedings - International Conference on Data Engineering, 2003, p. 738-740
Wang, K.; Zhou, S.; Shun Yeung, J.M.; Yang, Q. Conference paper
Mining high utility itemsets
Proceedings - 3rd IEEE International Conference on Data Mining, ICDM '03; Melbourne, FL; United States, 19 November 2003 through 22 November 2003; Category numberPR01978; Code 82450, Pages 19-26
Chan, Raymond; Yang, Qiang; Shen, Yidong Conference paper
Mining plans for customer-class transformation
Proceedings of the 20033rd IEEE International Conference on Data Mining, ICDM '03; Melbourne, FL; United States, Edited by IEEE Computer Society, 19 November 2003 through 22 November 2003; Category numberPR01978; Code 82450, Pages 403-410
Yang, Qiang; Cheng, Hong Conference paper
Planning for Marketing Campaigns
Proceedings of the International Conference on Automated Planning and Scheduling, Trento, Italy, June
Yang, Qiang; Cheng, Hong Conference paper
Postprocessing decision trees to extract actionable knowledge
Proceedings - 3rd IEEE International Conference on Data Mining, ICDM '03; Melbourne, FL; United States, 19 November 2003 through 22 November 2003; Category numberPR01978; Code 82450, Pages 685-688
Yang, Qiang; Yin, Jie; Ling, Charles; Chen, Tielin Conference paper
Re-engineering web structure & modeling XML semantics in specific domains
Proceedings of the IASTED International Conference on Software Engineering and Applications; Marina del Rey, CA; United States, v. 7, 3 November 2003 through 5 November 2003; Code 62498, Pages 849-854
Miao, Chunyan; Yang, Qiang; Goh, Angela; Fang, Haijing Conference paper

2002 15

Computational Intelligence: An International Journal
Computational Intelligence, v. 18, (4), 2002, Nov, p. 677-680
Zukerman, Ingrid; McConachy, Richard; Nantajeewarawat, Ekawit; Keravnou, Elpida T.; Washbrook, John; Michaud, Fran?ois; Lachiver, Géraud; Le Dinh, Chon Tam; Nirenburg, Sergei; Raskin, Victor; Snow, Paul; Leake, DB; Smyth, B.; Wilson, DC; Yang, Q.; Reinartz, T.; Iglezakis, I.; Roth-Berghofer, T.; McKenna, E.; Zhu, J.; Portinale, L.; Torasso, P.; Shiu, SCK; Yeung, DS; Sun, CH; Wang, XZ; McSherry, D.; Craw, S.; Jarmulak, J.; Rowe, R.; Nick, M.; Althoff, KD; Tautz, C.; Watson, I.; Cercone, Nick; Skoeron, Andrzej; Zhong, Ning; Pawlak, Zdzislaw; An, Aijun Article
Correlation-based Web-Document Clustering for Web Interface Design
International Journal Knowledge and Information Systems, 4:141-167
Su, Zhong; Yang, Qiang; Zhang, H.J.; Xu, X.W.; Hu, Y.H.; Ma, S.P. Article
Document clustering based on Web-log mining
Ruan Jian Xue Bao/Journal of Software, 13(1), January 2002, Pages 99-104
Su, Zhong-Ming; Ma, Shaoping; Yang, Qiang; Zhang, Hongjiang Article
Neural Networks II and CBR-The Application of Case Based Reasoning on QA Syst
Lecture Notes in Computer Science, v. 2557, 2002, p. 704-713
Han, Peng; Shen, Ruimin; Yang, Fan; Yang, Qiang Article
N-gram prediction model based on Web Log mining
Journal of Software, 13(1), 136-141
Su, Zhong; Ma, S.P.; Yang, Qiang; Zhang, H.J. Article
Towards Statistical Planning for Marketing Strategies
Sixth International Conference on AI Planning and Scheduling, 2002, p. 23-27
Yang, Qiang Article
Web-log Mining for Quantitative Temporal Event Prediction
IEEE Computational Intelligence Bulletin, Vol. 1, No. 1. pp. 10-19
Yang, Qiang; Wang, Hui; Zhang, Wei Article
An Open Framework for Smart and Personalized Distance Learning
Advances in Web-based Learning / v. 2436, Shen, Ruimin, Han, Peng, Yang, Fan, Yang, Qiang, Huang, Joshua Zhexue. Berlin: Springer Berlin Heidelberg, 17 August 2002 through 19 August 2002; Code 120619, Pages 19-30
Shen, Ruimin; Han, Peng; Yang, Fan; Yang, Qiang; Huang, Joshuazhexue Book chapter
Cut-and-pick transactions for proxy log mining
Advances in Database Technology — EDBT 2002 / Lou, WenWu, Liu, GuiMei, Lu, HongJun, Yang, Qiang. Berlin: Springer Berlin Heidelberg, 2002, p. 88-105
Lou, Wenwu; Liu, Guimei; Lu, Hongjun; Yang, Qiang Book chapter
Case Mining for Action Recommendations
Proceedings of the IEEE International Conference on Data Mining (ICDM02) Conference. Japan, December
Yang, Qiang; Cheng, Hong Conference paper
Fuzzy Cognitive Agents for Personalized Recommendation
Proceedings of the 3rd International Conference on Web Information Systems Engineering (WISE2003), Singapore. December, IEEE Computer Society
Miao, Chunyan; Yang, Qiang; Fang, Haijing; Goh, Angela Conference paper
Mining case bases for action recommendation
Proceedings - IEEE International Conference on Data Mining, ICDM, 9 December 2002 through 12 December 2002; Category numberPR01754; Code 82449, Pages 522-529
Yang, Qiang; Cheng, Hong Conference paper
Mining optimal actions for profitable CRM
Proceedings - 2nd IEEE International Conference on Data Mining, ICDM '02; Maebashi; Japan, 9 December 2002 through 12 December 2002; Category numberPR01754; Code 82449, Pages 767-770
Ling, Charles; Chen, Tielin; Yang, Qiang; Cheng, Jie Conference paper
Objective-oriented utility-based association mining
Proceedings - IEEE International Conference on Data Mining, ICDM, IEEE, 2002, p. 426-433
Shen, Yidong; Zhang, Zhong; Yang, Qiang Conference paper
The Application of Case Based Reasoning on a Q&A System
Proceedings of the Australian Joint Conference on Artificial Intelligence 2002: (AI 02) Australia, 2002, p. 704-713
Han, Peng; Shen, Ruimin; Yang, Fan; Yang, Qiang Conference paper

2001 15

A case-addition policy for case-base maintenance
Computational Intelligence Journal, Special Issue on Case-based Maintenance, Edited by Boston MA UK: Blackwell Publishers, v. 17, (2), May 2001, Pages 250-262
Yang, Qiang; Zhu, Jun Article
ActiveCBR: An Agent System that Integrates Case-based Reasoning and Active Databases
International Journal of Knowledge and Information Systems (KAIS Journal), Editedby Springer-Verlag, v. 3, (2), May 2001, p. 225-251
Li, Sheng; Yang, Qiang Article
An Agent Approach for Personalized Recommendation
FSKD, 2001, p. 231-235
Miao, C.; Fang, H.; Tao, X.; Yang, Qiang; Gay, RKL Article
Enhancing the Effectiveness of Interactive Case-Based Reasoning with Clustering and Decision Forests
Applied Intelligence Journal, v. 14, (1), January 2001, Pages 49-64
Yang, Qiang; Wu, Jing Article
Feature Weight Maintenance in Case Bases Using Introspective Learning
Journal of Intelligent Information Systems, 16, Issue 2, March 2001, Pages 95-116
Zhang, Zhong; Yang, Qiang Article
Integrating Web Prefetching and Caching Using Prediction Models
World Wide Web Journal, 4(4), 299-321
Yang, Qiang; Zhang, Henry Article
Introduction To the Special Issue on Maintaining Case‐Based Reasoning Systems
Computational Intelligence, v. 17, (2), p. 193-195
Leake, David B.; Smyth, Barry; Wilson, David C.; Yang, Qiang Article
Redundancy Detection in Semi-structured Case Bases
IEEE Transactions on Knowledge and Data Engineering, v. 13, (3), p. 513-518
Racine, Kirsti; Yang, Qiang Article
Classification Pruning for Web-request Prediction
Proc. of 2001 WWW Conference, Hong Kong (Posters), 2001
Li, Ian TianYi; Yang, Qiang; Wang, Ke Conference paper
Correlation-based document clustering using web logs
Proceedings of the 34th Annual Hawaii International Conference on System Sciences; Maui, HI; United States, 3 January 2001 through 6 January 2001; Code 58187, Page 129
Su, Zhong-Ming; Yang, Qiang; Zhang, Hongli; Xu, Xiaowei; Hu, Yuhen Conference paper
Mining High-Quality Cases for Hypertext Prediction and Prefetching
2001 International Conference on Case Based Reasoning, 2080, 30 July 2001 through 2 August 2001; Code 127729, Pages 744-755
Yang, Qiang; Zhang, Henryhaining; Li, Ian Tian Yi Conference paper
Mining Web Logs for Prediction Models in WWW Caching and Prefetching
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, San Francisco, CA; United States, 26 August 2001 through 29 August 2001; Code 60361, Pages 473-478
Yang, Qiang; Zhang, HainingHenry; Li, Tianyi Conference paper
Mining Web Logs to Improve Web Caching and Prefetching
Web Intelligence 2001, 483-492
Yang, Qiang; Zhang, Henry; Li, T. Y. Ian; Lu, Ye Conference paper
Model based predictive prefetching
Proceedings - 12th International Workshop on Database and Expert Systems Applications, DEXA 2001; Munich; Germany, v. 2001-January, 3 September 2001 through 7 September 2001; Category numberPR01230; Code 116321, Article number 953077, Pages 291-295
Yang, Qiang; Zhang, Zhen Conference paper
Taylor series prediction: A cache replacement policy based on second-order trend analysis
Proceedings of the Hawaii International Conference on System Sciences, Hawaii, 3 Jan 2001
Yang, Qiang; Zhang, Hao; Zhang, Hui Conference paper

2000 8

Activating case-based reasoning with active databases
Advances in Case-Based Reasoning / Li, Sheng,Yang, Qiang. Berlin: Springer Berlin Heidelberg, 2000, Pages 3-14
Li, Sheng; Yang, Qiang Book chapter
Exploiting Intelligent Agents and Data Mining for Electronic Commerce
Electronic Commerce Technology Trends: Challenges and Opportunities / Edited by Weidong Kou, Yelena Yesha. IBM Press, 2000, Chapter 9, p.115-134
Yang, Qiang; Carrick, Christina; Lam, Joyce; Wang, Yong; Zhang, Hui Book chapter
A Prediction System for Multimedia Pre-fetching in internet
Proceedings of the ACM International Multimedia Conference and Exhibition, 2000, p. 3-11, Code 58205
Su, Zhong-Ming; Yang, Qiang; Zhang, Hong-Jiang Conference paper
A Unified Framework for Semantics and Feature Based Relevance Feedback in Image Retrieval Systems
Proceedings of the 8th ACM International Conference on Multimedia (ACM Multimedia 2000); Los Angeles, CA; United States, 30 October 2000 through 4 November 2000; Code 58205, Pages 31-37
Lu, Ye; Hu, Chunhui; Zhu, Xinyu; Zhang, Hong; Yang, Qiang Conference paper
Advances in Artificial Intelligence
13th Biennial Conference of the Canadian Society for Computational Studies of Intelligence, AI 2000 Montreal, Quebec, Canada,, 14-17 May 2000
Hamilton, HJ; Yang, Qiang Conference paper
Keep It Simple: A Case Base Maintenance Policy based on Clustering and Information Theory
Proceedings of the 13th Biennial Conference of the Canadian Society for Computational Studies of Intelligence, AI 2000; Monteal; Canada, v. 1822, 14 May 2000 through 17 May 2000; Code 126919, Pages 102-114
Yang, Qiang; Wu, Jing Conference paper
Towards a Next Generation Search Engine
Proceedings of the Sixth Pacifiic Rim Artificial Intelligence Conference (PRICAI 2000), Melborne, Australia, August 2000, p. 5–15
Yang, Qiang; Wang, Hai-Feng; Wen, Ji-Rong; Zhang, Gao; Lu, Ye; Lee, Kai-Fu; Zhang, Hong-Jiang Conference paper
WhatNext: A Prediction System for Web Requests using N-gram Sequence Models
First International Conference on Web Information Systems and Engineering Conference, Hong Kong, June 2000, p. 214–221
Su, Zhong; Yang, Qiang; Lu, Ye; Zhang, Hong Jiang Conference paper

1999 9

Maintaining Large Case Bases Using Index Learning and Clustering
International Young Computer Scientist Conference'99.(ICYCS'99), 1999, Feb
Yang, Qiang; Wu, Jing; Zhang, Zhong Article
A catalog of agent coordination patterns
Proceedings of the 1999 3rd International Conference on Autonomous Agents; Seattle, WA, USA, 1 May 1999 through 5 May 1999; Code 55456, Pages 412-413
Hayden, Sandra Claire; Carrick, Christian; Yang, Qiang Conference paper
Activating CBR Systems through Autonomous Information Gathering
International Conference on Case Based Reasoning '99 (ICCBR-99), Germany, v. 1650, 27 July 1999 through 30 July 1999; Code 157869, Pages 74-88
Carrick, Christina; Yang, Qiang; Abi-Zeid, Irene; Lamontagne, Luc Conference paper
Architectural Design Patterns for Multiagent Coordination
Proceedings of the 3rd International Conference on Autonomous Agents "99, Seattle, WA, May 1999, p. 412–413
Hayden, Sandra; Carrick, Chirstina; Yang, Qiang Conference paper
Dynamic Refinement of Feature-Weights in CBR Using Quantitative Introspective Learning
16th International Joint Conference on Artificial Intelligence, IJCAI 1999; Stockholm; Sweden, v.1, 31 July 1999 through 6 August 1999; Code 97869, Pages 228-233
Zhang, Zhong; Yang, Qiang Conference paper
Is CBR Applicable to the Coordination of Search and Rescue Operations? A Feasibility Study
International Conference on Case Based Reasoning '99 (ICCBR-99), Germany, July 1999, p. 358–371
Abi-Zeid, Irene; Yang, Qiang; Lamontagne, Luc Conference paper
Plan Mining by Divide-and-Conquer
1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, Jun 1999
Han, Jiawei; Yang, Qiang; Kim, Edward Conference paper
Real-Time Scheduling for Multi-Agent Call Center Automation
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), 5th European Conference on Planning, ECP 1999; Durham; United Kingdom, v. 1809, 8 September 1999 through 10 September 1999; Code 130429, Pages 187-199
Wang, Yong; Yang, Qiang; Zhang, Zhong Conference paper
Remembering to Add: Competence-preserving Case Addition Policies for Case Base Maintenance
16th International Joint Conference on Artificial Intelligence, IJCAI 1999; Stockholm; Sweden, 31 July 1999 through 6 August 1999; Code 97869, Pages 234-239
Zhu, Jun; Yang, Qiang Conference paper

1998 16

Acquisition and maintenance of text-based plans
Proc. 1998 AIPS (Artificial Intelligence Planning Systems Conf.) Workshop on Knowledge Engineering and Acquisition for Planning: Bridging Theory and Practice, 1998, Jul
Yang, Qiang; Racine, Kirsti; Zhang, Zhong Article
Applying Plan Recognition Algorithms to Program Understanding
Automated Software Engineering Journal, Kluwer Aca demic Publishers, (ASE Journal), v. 5, (2), April 1998, Pages 347-372
Quilici, Alex A.; Yang, Qiang; Woods, Steven G. Article
Design patterns for planning systems
Proceedings of the 1998 AIPS Workshop on Knowledge Engineering and Acquisition for Planning: Bridging Theory and Practice, 1998, p. 104-112
Yang, Qiang; Fong, Philip; Kim, Edward Article
Program Understanding as Constraint Satisfaction: Representation and Reasoning Techniques
Automated Software Engineering Journal, (ASE Journal), v. 5, (2), April 1998, p. 147-181
Woods, Steven; Yang, Qiang Article
Redundancy and inconsistency detection in large and semi-structured case bases
IEEE Transactions on Knowledge and Data Engineering, 1998, Aug
Racine, Kirsti; Yang, Qiang Article
Constraint-based design recovery for software reengineering: theory and experiments
Constraint-based design recovery for software reengineering: theory and experiments / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. USA: Springer Science & Business Media, 1998
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang Book
Additional Experiments with Concept Recovery
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G, Quilici, Alexander E, Yang, Qiang. US: Springer US, 1998, p. 91-116
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang Book chapter
An agent system for intelligent situation assessment
Artificial Intelligence: Methodology, Systems, and Applications / Yang, Qiang, Abi-Zeid, Irene, Lamontagne, Luc. Berlin: Springer Berlin Heidelber, 21 September 1998 through 23 September 1998; Code 93537, Pages 466-474
Yang, Qiang; Abi-Zeid, Irene; Lamontagne, Luc Book chapter
Improving Our Constraint-Based Approach
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. US: Springer US, 1998, p. 133-158
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang Book chapter
Initial Experiments with Concept Recovery
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. US: Springer US, 1998, p. 67-90
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang Book chapter
Plan-Based Program Understanding
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. US: Springer US, 1998, p. 19-41
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang Book chapter
Program Understanding and AI Plan Recognition
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. US: Springer US, 1998, p. 117-132
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang Book chapter
Program Understanding and Constraint Satisfaction
Constraint-Based Design Recovery for Software Reengineering / Woods, Steven G., Quilici, Alexander E., Yang, Qiang. US: Springer US, 1998, p. 43-65
Woods, Steven G.; Quilici, Alexander E.; Yang, Qiang Book chapter
ASISA: Agent Systems for Intelligent Situation Assessment
Proceedings of the 1998 International Conference on AI Methodologies, Systems and Applications, (AIMSA 98) Bulgaria, October 1998, p. 466–474
Yang, Qiang; Abi-Zeid, Irene; Lamontagne, Luc Conference paper
Towards Lifetime Maintenance of Case Base Indexes for Continual Case Based Reasoning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 1998; Sozopol; Bulgaria, v. 1480, 21 September 1998 through 23 September 1998; Code 93537, Pages 489-500
Zhang, Zhong; Yang, Qiang Conference paper
Traffic scheduling with per VC QoS guarantee in WDM networks
Conference Record / IEEE Global Telecommunications Conference, v. 1, 1998, p. 339-344
Li, Bo; Yang, Qiang Conference paper

1997 18

Automatically Selecting and Using Primary Effects in Planning
Theory and Experiments In Artificial Intelligence Journal (AIJ), v. 89, 1997, p. 1-30
Fink, Eugene; Yang, Qiang Article
Automatically Selecting and Using Primary Effects in Planning: Theory and experiments
Artificial Intelligence, v. 89, (1-2), January 1997, Pages 285-315
Fink, Eugene; Yang, Qiang Article
Caseadvisor: Supporting interactive problem solving and case base maintenance for help desk applications
IJCAI, v. 97, 1997, Aug
Yang, Qiang; Kim, Edward; Racine, Kirsti Article
Effect of RE Oxide in Electrode Coating on Thermal Plasticity of Weld
IRON AND STEEL, v. 32, (6), 1997, Pages 51-55
Yang, Qiang; Wang, A.; Li, C. Article
Case Study: Collective Resource Reasoning
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 67-79
Yang, Qiang Book
Analytical Techniques
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 39-48
Yang, Qiang Book chapter
Effect Abstraction
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 225-237
Yang, Qiang Book chapter
Generating Abstraction Hierarchies
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 189-206
Yang, Qiang Book chapter
Global Conflict Resolution
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 101-120
Yang, Qiang Book chapter
Hierarchical Planning
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 163-188
Yang, Qiang Book chapter
Multiple-Goal Plan Selection
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 141-157
Yang, Qiang Book chapter
Plan Merging
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 121-139
Yang, Qiang Book chapter
Planning by Decomposition
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 85-100
Yang, Qiang Book chapter
Properties of Task Reduction Hierarchies
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 207-223
Yang, Qiang Book chapter
Representation and Basic Algorithms
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 15-38
Yang, Qiang Book chapter
Useful Supporting Algorithms
Intelligent Planning / Yang, Qiang. Berlin: Springer Berlin Heidelberg, 1997, p. 49-66
Yang, Qiang Book chapter
Maintaining Unstructured Case Bases
Proceedings of the 1997 International Conference on Case Based Reasoning, (ICCBR 97) RI, USA, v.1266, 25 July 1997 through 27 July 1997; Code 150809, Pages 553-564
Racine, Kirsti; Yang, Qiang Conference paper
Seabed Response to Wave Loading
Proceedings of the international Offshore and Polar Engineering Conference, v. 1, 1997, p. 689-695
Yang, Qiang; Poorooshasb, Hromoz B. Conference paper

1996 9

Canadian Artificial Intelligence Conference
Canadian Artificial Intelligence\ 1996, p. 37
McCalla, G.; Boulet, M.; Yang, Qiang; Mori, R.; Fox, M.; Goldfarb, L.; Greer, J.; Hamilton, H.; Hirst, G.; Holte, R.; Lin, D.; Little, J.; Martin, J.; McFetridge, P.; Mercer, B.; Milios, E.; Patel-Schneider, P.; Song, F.; Trudel, A. Article
On the consistency management of large case bases: the case for validation
AAAI Technical Report-Verification and Validation Workshop, 1996, p.1
Racine, Kirsti; Yang, Qiang Article
On the implementation and evaluation of abtweak
Computational Intelligence, v. 12, (2), 1996, May, p. 307-325
Yang, Qiang; Tenenberg, Josh D.; Woods, Steven G. Article
On the Implementation and Evaluation of ABTWEAK
Computational Intelligence Journal, Edited by Blackwell Publishers, v. 12, (2), 1996, p. 295-318
Yang, Qiang; Tenenberg, Josh D.; Woods, Steven G. Article
Refinement of Naphthenic Acids With Solvent Extraction
Journal-University of Petroleum China Natural Science Edition, v. 20, 1996, p. 79-82
Li, S.; Yang, Qiang; Fan, W. Article
Situated control rules as approximate plans: a PAC-based theory
New directions in AI planning, v.31, 1996, p. 327-339
Fong, P.W.L.; Yang, Qiang Article
Applying Design Patterns to State-Space Search Applications
Proceedings of the 3rd Annual Conference on the Pattern Languages of Programs. Monticello, Illinois, September 1996, Chapter 8.2
Fong, Philip W.L.; Kim, Edward; Yang, Qiang Conference paper
Applying Plan Recognition Algorithms to Program Understanding
Proceedings of the Knowledge Based Software Engineering Conference,(KBSE 96) Syracuse, New York, 25 September 1996 through 28 September 1996; Code 45485, Pages 96-103
Quilici, Alex A.; Yang, Qiang; Woods, Steven G. Conference paper
The Program Understanding Problem: Analysis and A Heuristic Approach
Proceedings of the 18th International Conference on Software Engineering (ICSE-96), Berlin, Germany, Edited by IEEE Computer Society Press, 25 March 1996 through 29 March 1996; Code 44661, Pages 6-15
Woods, Steven G.; Yang, Qiang Conference paper

1995 6

Constraint-based program plan recognition in legacy code
Working Notes of the Third Workshop on AI and Software Engineering: Breaking the Toy Mold\ 1995
Woods, Steven G.; Yang, Qiang Article
Planning as Refinement Search: A Unified Framework for Evaluating Design Tradeoffs in Partial-Order Planning
Artificial Intelligence Journal (AIJ), v. 75, (3), July 1995, Pages 167-238
Kambhampati, Subbarao; Knoblock, Craig A.; Yang, Qiang Article
Program understanding: A constraint satisfaction modeling framework; understanding as plan recognition
Technical Report CS 95-52, University of Waterloo, Department of Computer Science, 1995
Yang, Qiang; Woods, S.; Quilici, A. Article
Relating the performance of partial-order planning algorithms to domain features
ACM SIGART Bulletin, v.6 (1), 1995, pp 8-15
Yang, Qiang; Knoblock, Craig A. Article
Planning with Primary Effects: experiments and analysis
Proceedings of the International Conference on Artificial Intelligence (IJCAI-95), Montreal, Canada, August 1995, Pages1606-1612
Fink, Eugene; Yang, Qiang Conference paper
Program Understanding as Constraint Satisfaction
Proceedings of the 2nd International Working Conference on Reverse Engineering (WCRE-95), Toronto, Canada, 14 July 1995 through 16 July 1995; Code 43484, Pages 314-323
Woods, Steve G.; Yang, Qiang Conference paper

1994 8

A new understanding of the Archean–Proterozoic boundary
Geologic Review, v.40, 1994, p. 483-488
Yang, Qiang; Deng, J.; Chen, Y.J.; Ouyang, Z.Y. Article
An Evaluation of the Temporal Coherence Heuristic for Partial-Order Planning
Computational Intelligence Journal, Edited by Blackwell Publishers, v. 10, (3), August 1994, Pages 245-267
Yang, Qiang; Murray, Cheryl Article
Downward Refinement and the Efficiency of Hierarchical Problem Solving
Artificial Intelligence Journal (AIJ), v. 71, (1), November 1994, Pages 43-100
Bacchus, Fahiem; Yang, Qiang Article
Search reduction in planning with primary effects
Proceedings of the Workshop on Theory Reformulation and Abstraction, 1994, p. 39-55
Yang, Qiang; Fink, Eugene Article
A Framework for Automatic Problem Decomposition in Planning
Proceedings of the Second International Conference On AI Planning And Scheduling Systems (AIPS-94), Chicago, USA, Edited by AAAI Press, June 1994, p.p 347-352
Yang, Qiang; Bai, Shuo; Qiu, Guiyou Conference paper
Delaying Variable Binding Commitments in Planning\
Proceedings of the Second International Conference On AI Planning And Scheduling Systems (AIPS-94), Chicago, USA, Edited by AAAI Press, June 1994, p. 182-187
Yang, Qiang; Chan, Alex Yiu Man Conference paper
Evaluating the tradeoffs in Partial-Order Planning Algorithms
Proceedings of the Canadian Artificial Intelligence Conference (AI '94), Banff, Alberta, Canada, May 1994, p. 279-286
Knoblock, Craig A.; Yang, Qiang Conference paper
Evaluating the Tradeoffs in Partial-Order Planning Algorithms
Proceedings of the AAAI-94 Workshop on Comparative Analysis of AI Planning Systems, Seattle, WA, Edited by AAAI, August 1994, p. 42-58
Knoblock, Craig A.; Yang, Qiang Conference paper

1993 6

A Spectrum of Plan Justifications
Proceedings of the AAAI Spring Symposium on Foundations of Automatic Planning, Stanford University, CA, Edited by AAAI, 1993, p. 29-33
Fink, Eugene; Yang, Qiang Conference paper
Characterizing and Automatically Finding Primary Effects in Planning
13th International Joint Conference on Artificial Intelligence (IJCAI-93), Chambery, France, Edited by IJCAI Inc, August 1993, p. 1374-1379
Fink, Eugene; Yang, Qiang Conference paper
Comparing SNLP and TWEAK Planning Algorithms
Proceedings of the AAAI Spring Symposium on Foundations of Automatic Planning, Stanford University, CA, Edited by Sponsoring Society. AAAI 1993, p. 73-77
Knoblock, Craig A.; Yang, Qiang Conference paper
Constraint Relaxation using Local Search and Abstraction
3rd International Conference for Young Computer Scientists (ICYCS-93), Beijing, China, Edited by ICYCS and ACM Press, July 1993, p. 2.118-2.121
Yang, Qiang; Fong, Philip W.L. Conference paper
Forbidding Preconditions and Ordered Abstraction Hierarchies
Proceedings of the AAAI Spring Symposium on Foundations of Automatic Planning, Stanford University, CA, Edited by AAAI, 1993, p. 34-38
Fink, Eugene; Yang, Qiang Conference paper
Merging Plans Efficiently
1993 NSF Conference Proceedings, Charlotte, NC. USA, Edited by USA: NSF, January 1993, 6 pages
Nau, Dana; Hendler, James; Yang, Qiang Conference paper

1992 8

A Theory of Conflict Resolution in Planning
Artificial Intelligence Journal (AIJ), v. 58, (1-3), December 1992, Pages 361-392
Yang, Qiang Article
Handling Feature Interactions in Process-Planning
Journal of Applied Artificial Intelligence, Edited by Hemisphere Publishers, v. 6, (4), October-December 1992, p. 389-415
Karinthi, Raghu; Nau, Dana; Yang, Qiang Article
Major Classification: Problem solving. Minor Classification: Planning.
Computational Intelligence, v. 8 (2), 1992, p. 648-676
Yang, Qiang; Hendler, J.; Nau, D.S. Article
Merging Separately Generated Plans with Restricted Interactions
Computational Intelligence Journal, v. 8, (4), 1992, p. 648-676
Yang, Qiang; Nau, Dana; Hendler, James Article
Theory and Algorithms for Plan Merging
Artificial Intelligence Journal (AIJ), v. 57, (2-3), October 1992, Pages 143-181
Foulser, Dave E.; Li, Ming; Yang, Qiang Article
Automatically Abstracting the Effects of Operators
Proceedings of the First International Conference on AI Planning Systems (AIPS-92), Maryland, USA, Edited by AAAI Press, 15 June 1992 through 17 June 1992; Code 17018, Pages 243-251
Fink, Eugene; Yang, Qiang Conference paper
Formalizing Plan Justifications
Proceedings of the Canadian Artificial Intelligence Conference (AI '92), Edited by Canadian AI Society: CSCSI Press, May 1992, p. 9-14
Fink, Eugene; Yang, Qiang Conference paper
The Expected Value of Hierarchical Problem-Solving
Proceedings of the Tenth National Conference on Artificial Intelligence, AAAI'92 / AAAI Press. Palo Alto, California : AAAI Press, 1992, p. 369-374
Bacchus, Fahiem; Yang, Qiang Conference paper

1991 3

A Quantitative Theory for Plan Merging
Proceedings of the 9th National Conference on Artificial Intelligence, AAAI'91, v. 2 / AAAI Press. Palo Alto, California : AAAI Press, 1991, p. 673-678
Foulser, Dave Edward; Li, Ming; Yang, Qiang Conference paper
Characterizing Abstraction Hierarchies for Planning
Proceedings of the 9th National Conference on Artificial Intelligence, AAAI'91, v. 2 / AAAI Press. Palo Alto, California : AAAI Press, 1991, p. 692-697
Knoblock, Craig A.; Tenenberg, Josh D.; Yang, Qiang Conference paper
The Downward Refinement Property
Proceedings of the Twelfth International Joint Conference on Artificial Intelligence (IJCAI-91), Sydney, Australia, Edited by IJCAI Inc., August 1991, p. 286-292
Bacchus, Fahiem; Yang, Qiang Conference paper

1990 8

An Al Approach to Process Sequencing
Advanced Manufacturing Engineering, v.1, (5), 1989, Oct, Pages 271-276
Ssemakula, Mukasa E.; Nau, Dana; Rangachar, Ramesh M.; Yang, Qiang Article
Formalizing Planning Knowledge for Hierarchical Planning
Computational Intelligence Journal, v.6, (1), 1990, Feb, p. 12-24
Yang, Qiang Article
ABTWEAK: Abstracting a Non-Linear Least Commitment Planner
8th National Conference on Artificial Intelligence, AAAI'90, Boston, Massachusetts, USA, 3 August - 29 July 1990
Yang, Qiang; Tenenberg, Josh D. Conference paper
An Algebraic Approach to Conflict Resolution in Planning
8th National Conference on Artificial Intelligence, AAAI'90, Boston, Massachusetts, USA, 3 August - 29 July 1990
Yang, Qiang Conference paper
Optimization of multiple-goal plans with limited interaction
Innovative Approaches to Planning, Scheduling and Control / Edited by Sycara, KP. San Mateo: Morgan Kaufmann, 1990, p. 160-165
Nau, Dana; Yang, Qiang; Hendler, James Conference paper
Preprocessing Hierarchical Planning Knowledge for Efficient Planning
Proceedings of the 9th European Conference on Artificial Intelligence (ECAI-90), Stockholm, Sweden, August 1990, p. 732-737
Yang, Qiang Conference paper
Solving the Generalized Hitting Set Problems
Proceedings of the 9th European Conference on Artificial Intelligence (ECAI-90), Stockholm, Sweden, August 1990, p. 738-743
Yang, Qiang Conference paper
Solving the Problem of Hierarchical Inaccuracy in Planning
Proceedings of the Eighth Biennial Conference of the Canadian Society for Computational Studies of Intelligence (CSCSI-90), Ottawa, Ontario, May 1990, p. 140-145
Yang, Qiang Conference paper

1989 3

An Approach to Multi-Goal Planning with Limited Interactions
Proceedings of the AAAI 1989 Spring Symposium Series, Stanford University, Stanford, CA., March 1989, p. 64-68
Yang, Qiang; Nau, Dana; Hendler, James Conference paper
Planning for Multiple Goals with Limited Interactions
Proceedings of the Fifth IEEE Conference on Artificial Intelligence Applications, Miami, Florida, Edited by IEEE Computer Society, March 1989, p. 263-270
Nau, Dana S.; Yang, Qiang; Hendler, James A. Conference paper
Preprocessing Search Spaces for Branch and bound Search
Proceedings of the Eleventh International Joint Conference on Artificial Intelligence (IJCAI-89), Detroit, Michigan, August 1989, p. 349-353
Yang, Qiang; Nau, Dana Conference paper

1988 2

Integrating AI and solid modeling for design and process planning
Second IFIP Working Group 5.2 Workshop on Intelligent CAD, University of Cambridge, 1988, Sept
Nau, Dana S.; Karinthi, Raghu; Yang, Qiang Article
Optimal Process Sequencing in CAPP Systems
AUTOFACT '88, Chicago, Ill., October 1988, 5 pages
Saemakula, M.E.; Nau, Dana; Rangachar, Raghu M.; Yang, Qiang Conference paper






Teaching Assignment

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2021-22 Winter 0 2021-22 Fall 0 2020-21 Summer 0 2020-21 Spring 1 2020-21 Winter 0 2020-21 Fall 0

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COMP6211G Federated Learning


No Teaching Assignments


No Teaching Assignments


No Teaching Assignments


No Teaching Assignments


No Teaching Assignments






Research Postgraduate (RPG) Supervision From January 2019 to December 2022 (As of 30 January 2022)

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All Supervisions Current RPGs Graduated RPGs

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Current RPGs

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Doctor of Philosophy TANG, Xingxing
Computer Science and Engineering( 2022 - )

CHAI, Di (co-supervision)
Computer Science and Engineering( 2019 - )

JIN, Yilun (co-supervision)
Computer Science and Engineering( 2019 - )

WAN, Sheng
Computer Science and Engineering( 2019 - )

GAO, Dashan
Computer Science and Engineering( 2018 - )

YANG, Liu (co-supervision)
Computer Science and Engineering( 2018 - )

GENG, Xu
Computer Science and Engineering( 2017 - )

TIAN, Han (co-supervision)
Computer Science and Engineering( 2017 - )

WU, Xueyang
Computer Science and Engineering( 2017 - )

ZHANG, Hao
Computer Science and Engineering( 2016 - )

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Graduated RPGs

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Doctor of Philosophy HU, Guangneng
Computer Science and Engineering( Completed in 2021 )

ZHANG, Yinghua
Computer Science and Engineering( Completed in 2021 )

DAI, Wenyuan
Computer Science and Engineering( Completed in 2020 )

LI, Yexin
Computer Science and Engineering( Completed in 2020 )

LI, Zheng
Computer Science and Engineering( Completed in 2020 )

ZHAO, Lili
Computer Science and Engineering( Completed in 2020 )

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Master of Philosophy DENG, Jinliang
Computer Science and Engineering( Completed in 2019 )

ZHANG, Xiang
Computer Science and Engineering( Completed in 2019 )









ProjectsFrom January 2020 to December 2022

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All Projects 2 Leading Projects 1 Participating Projects 1

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A High-performance Distributed Machine Learning Framework for Graph-based Streaming Data with Smart City Applications


一種高性能分佈式基於圖的流數據機器學習框架及其在智慧城市中的應用 Participating


RGC - Theme-based Research Scheme


Project Team (HKUST)
CHEN Kai (Lead)
CHEN Lei
TANG Chi Keung
YANG Hai
YANG Qiang
YEUNG Dit Yan


2020 -




COMP industrial affiliates programme with IBM Leading


International Business Machine Consulting Group (IBM)


Project Team (HKUST)
YANG Qiang (Lead)


1994 -