*            Research Interests

*     Social Media Processing

*     Sentiment Analysis

*     Data Mining

*     Information Retrieval

 

*            Selected Publication

 

*     since 2014:

*     Weichao Wang, Shi Feng, Daling Wang, Yifei Zhang: Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation. EMNLP 2019: 5069-5079 (CCF B)

*     Qian Li, Hui Su, Cheng Niu, Daling Wang, Zekang Li, Shi Feng and Yifei Zhang: Answer-Supervised Question Reformulation for Enhancing Conversational Machine Comprehension. MRQA (EMNLP Workshop) 2019: 38-47

*     Qiao Liao, Xiangmin Zhou, Daling Wang, Shi Feng, Yifei Zhang: Role-Based Clustering for Collaborative Recommendations in Crowdsourcing System. ER 2019: 287-301 (CCF C)

*     Jia Wei, Shi Feng, Daling Wang, Yifei Zhang, Xiangju Li: Attentional Neural Network for Emotion Detection in Conversations with Speaker Influence Awareness. NLPCC (2) 2019: 287-297 (CCF C)

*     Longcan Wu, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu: MDAL: Multi-task Dual Attention LSTM Model for Semi-supervised Network Embedding. DASFAA (1) 2019: 468-483 (CCF B)

*     Jinglian Liu, Daling Wang, Shi Feng, Yifei Zhang. A Novel Local Community Detection Approach Based on Fuzzy Similarity Relation. (Accepted by Chinese Journal of Computer) (China’s Top Journal)

*     Xiangju Li, Shi Feng, Daling Wang, Yifei Zhang: Context-aware emotion cause analysis with multi-attention-based neural network. Knowledge-Based Systems. 174(6): 205-218 (2019) (CCF C)

*     Jinglian Liu, Daling Wang, Shi Feng, Yifei Zhang, Weiji Zhao: Learning Distributed Representations for Community Search Using Node Embedding. Frontiers Comput. Sci. 13(2): 437-439 (2019) (CCF C)

*     Shi Feng, Yang Wang, Liran Liu, Daling Wang, Ge Yu: Attention based hierarchical LSTM network for context-aware microblog sentiment classification. World Wide Web. 22(1): 59-81 (2019) (CCF B)

*     Yu Xiong, Xiangmin Zhou, Yifei Zhang, Shi Feng, Daling Wang: Cross the data desert: generating textual-visual summary on the evolutionary microblog stream. Multimedia Tools Appl. 78(6): 6409-6440 (2019) (CCF C)

*     Xiangju Li, Kaisong Song, Shi Feng, Daling Wang, Yifei Zhang: A Co-attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness. EMNLP 2018: 4752-4757 (CCF B)

*     Weichao Wang, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang: Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning. EMNLP 2018: 338-348 (CCF B)

*     Shi Feng, Yaqi Wang, Kaisong Song, Daling Wang, Ge Yu: Detecting Multiple Coexisting Emotions in Microblogs with Convolutional Neural Networks. Cognitive Computation 10(1): 136-155 (2018)

*     Hongliang Xie, Shi Feng, Daling Wang, Yifei Zhang: A Novel Attention Based CNN Model for Emotion Intensity Prediction. NLPCC (1) 2018: 365-377

*     Kaisong Song, Wei Gao, Shi Feng, Daling Wang, Kam-Fai Wong, Chengqi Zhang: Recommendation vs Sentiment Analysis: A Text-Driven Latent Factor Model for Rating Prediction with Cold-Start Awareness. IJCAI 2017: 2744-2750 (CCF A)

*     Wen Qu, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu: A novel cross-modal hashing algorithm based on multimodal deep learning. SCIENCE CHINA Information Sciences 60(9): 092104:1-092104:14 (2017) (CCF B)

*     Yu Xiong, Yifei Zhang, Daling Wang, Shi Feng: Picture or it didn't happen: catch the truth for events. Multimedia Tools Appl. 76(14): 15681-15706 (2017) (CCF C)

*     Mingzhou Yang, Daling Wang, Shi Feng, Yifei Zhang: An Empirical Study on Learning Based Methods for User Consumption Intention Classification. NLPCC 2017: 910-918

*     Faliang Huang, Shi Feng, Daling Wang, Ge Yu. Mining Topic Sentiment in Microblogging Based on Multi-feature Fusion. Chinese Journal of Computer, 40(4): 872-888 (2017) (in Chinese) (China’s Top Journal)

*     Kaisong Song, Wei Gao, Ling Chen, Shi Feng, Daling Wang, Chengqi Zhang: Build Emotion Lexicon from the Mood of Crowd via Topic-Assisted Joint Non-negative Matrix Factorization. SIGIR 2016: 773-776 (CCF A)

*     Kaisong Song, Ling Chen, Wei Gao, Shi Feng, Daling Wang, Chengqi Zhang: PerSentiment: A Personalized Sentiment Classification System for Microblog Users. WWW (Companion Volume) 2016: 255-258 (CCF A)

*     Yaqi Wang, Shi Feng, Daling Wang, Ge Yu, Yifei Zhang: Multi-label Chinese Microblog Emotion Classification via Convolutional Neural Network. APWeb (1) 2016: 567-580 (CCF C)

*     Yang Wang, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu: Context-Aware Chinese Microblog Sentiment Classification with Bidirectional LSTM. APWeb (1) 2016: 594-606  (CCF C)

*     Chu Wang, Daling Wang, Shi Feng, Yifei Zhang: An Approach of Fuzzy Relation Equation and Fuzzy-Rough Set for Multi-label Emotion Intensity Analysis. DASFAA Workshops 2016: 65-80

*     Liran Liu, Shi Feng, Daling Wang, Yifei Zhang: An Empirical Study on Chinese Microblog Stance Detection Using Supervised and Semi-supervised Machine Learning Methods. NLPCC/ICCPOL 2016: 753-765

*     Dandan Sha, Daling Wang, Xiangmin Zhou, Shi Feng, Yifei Zhang, Ge Yu: An Approach for Clothing Recommendation Based on Multiple Image Attributes. WAIM (1) 2016: 272-285 (CCF C)

*     Jinglian Liu, Daling Wang, Shi Feng, Yifei Zhang, Weiji Zhao: A Novel Approach of Discovering Local Community Using Node Vector Model. WISE (1) 2016: 513-521  (CCF C)

*     Wen Qu, Xiangmin Zhou, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu: Intermediate Semantics Based Distance Metric Learning for Video Annotation and Similarity Measurements. WISE (1) 2016: 227-242 (CCF C)

*     Daling Wang, Ge Yu, Shi Feng, Yifei Zhang, Yubin Bao: Research on Modeling Entities and Their Relations for Social Media Search. Chinese Journal of Computer, 39(4): 658-674 (2016) (in Chinese) (China’s Top Journal)

*     Kaisong Song, Shi Feng, Wei Gao, Daling Wang, Ge Yu, Kam-Fai Wong: Personalized Sentiment Classification Based on Latent Individuality of Microblog Users. IJCAI 2015: 2277-2283 (CCF A)

*     Shi Feng, Kaisong Song, Daling Wang, Ge Yu: A word-emoticon mutual reinforcement ranking model for building sentiment lexicon from massive collection of microblogs. World Wide Web, 18(4): 949-967 (2015) (CCF B)

*     Ronghua Hu, Xiaomei Dong, Daling Wang: Defense Mechanism Against Node Replication Attacks and Sybil Attacks in Wireless Sensor Networks. Acta Electronica Sinica, 43(4): 743-752 (2015) (in Chinese) (China’s Top Journal)

*     Wen Qu, Yifei Zhang, Daling Wang, Shi Feng, Ge Yu: Semantic movie summarization based on string of IE-RoleNets. Computational Visual Media 1(2): 129-141 (2015)

*     Kaisong Song, Shi Feng, Wei Gao, Daling Wang, Ling Chen, Chengqi Zhang: Build Emotion Lexicon from Microblogs by Combining Effects of Seed Words and Emoticons in a Heterogeneous Graph. HT 2015: 283-292

*     Chu Wang, Shi Feng, Daling Wang, Yifei Zhang: Fuzzy-Rough Set Based Multi-labeled Emotion Intensity Analysis for Sentence, Paragraph and Document. NLPCC 2015: 444-452

*     Yaqi Wang, Shi Feng, Daling Wang, Yifei Zhang: NEUDM: A System for Topic-Based Message Polarity Classification. SIGHAN@IJCNLP 2015: 185-189

*     Yang Wang, Yaqi Wang, Shi Feng, Daling Wang, Yifei Zhang: NDMSCS: A Topic-Based Chinese Microblog Polarity Classification System. SIGHAN@IJCNLP 2015: 180-184

*     Kaisong Song, Daling Wang, Shi Feng, Yifei Zhang, Wen Qu, Ge Yu: CTROF: A Collaborative Tweet Ranking Framework for Online Personalized Recommendation. PAKDD (2) 2014: 1-12 (CCF C)

*     Wen Qu, Yifei Zhang, Shi Feng, Daling Wang, Ge Yu: Action-Scene Model for Recognizing Human Actions from Background in Realistic Videos. WAIM 2014: 566-577  (CCF C)

*     Yu Xiong, Daling Wang, Yifei Zhang, Shi Feng, Guoren Wang: Multimodal Data Fusion in Text-Image Heterogeneous Graph for Social Media Recommendation. WAIM 2014: 96-99 (CCF C)

*     Yifei Zhang, Mingming Zhu, Daling Wang, Shi Feng: Logo Detection and Recognition Based on Classification. WAIM 2014: 805-816 (CCF C)

*     Mingqiang Wang, Mengting Liu, Shi Feng, Daling Wang, Yifei Zhang: A Novel Calibrated Label Ranking Based Method for Multiple Emotions Detection in Chinese Microblogs. NLPCC 2014: 238-250

*     Shi Feng, Le Zhang, Daling Wang, Yifei Zhang: A Unified Microblog User Similarity Model for Online Friend Recommendation. NLPCC 2014: 286-298

*     Ronghua Hu, Xiaomei Dong, Daling Wang: Protecting Data Source Location Privacy in Wireless Sensor Networks against a Global Eavesdropper. IJDSN 10 (2014)

*     Ronghua Hu, Xiaomei Dong, Daling Wang: Mutual Defense Scheme for Secure Data Aggregation in Wireless Sensor Networks. IJDSN 10 (2014)

*     Daling Wang, Shi Feng, Yifei Zhang, Ge Yu. Study on the Recommendations of Multi-modal and Multi-level Resources in Social Media. CAAI Transactions on Intelligent Systems, 9(3): 265-275 (2014) (in Chinese)

 

*     from 2010 to 2013:

*     Wen Qu, Kaisong Song, Yifei Zhang, Shi Feng, Daling Wang, Ge Yu: A Novel Approach Based on Multi-View Content Analysis and Semi-Supervised Enrichment for Movie Recommendation. J. Comput. Sci. Technol. 28(5): 776-787 (2013) (CCF B)

*     Shi Feng, Le Zhang, Binyang Li, Daling Wang, Ge Yu, Kam-Fai Wong: Is Twitter A Better Corpus for Measuring Sentiment Similarity? EMNLP 2013: 897-902 (CCF B)

*     Daling Wang, Shi Feng, Dong Wang, Ge Yu: Detecting Opinion Drift from Chinese Web Comments Based on Sentiment Distribution Computing. WISE (1) 2013: 72-81 (CCF C)

*     Ronghua Hu, XiaoMei Dong, Daling Wang: SenLeash: a restricted defense mechanism against wormhole attacks in wireless sensor network. Journal on Communications, 34(10): 65-75 (2013) (in Chinese) (China’s Top Journal)

*     Kaisong Song, Daling Wang, Shi Feng, Dong Wang, Ge Yu: Detecting Positive Opinion Leader Group from Forum. WAIM 2012: 95-101 (CCF C)

*     Renfei Li, Daling Wang, Yifei Zhang, Shi Feng, Ge Yu: An Approach of Text-Based and Image-Based Multi-modal Search for Online Shopping. WAIM 2012: 172-184 (CCF C)

*     Shi Feng, Daling Wang, Ge Yu, Wei Gao, Kam-Fai Wong: Extracting common emotions from blogs based on fine-grained sentiment clustering. Knowl. Inf. Syst. 27(2): 281-302 (2011) (CCF B)

*     Shi Feng, Daling Wang, Ge Yu, Binyang Li, Kam-Fai Wong: Summarizing and Extracting Online Public Opinion from Blog Search Results. DASFAA (1) 2010: 476-490 (CCF B)

*     Daling Wang, Ge Yu, Yubin Bao, Mo Zhang, Zhou Shen: Dynamically Generalizing Web Pages Based on Users’ Search Intentions. Journal of Software, 21(5): 1083-1097 (2010) (in Chinese) (China’s Top Journal)

 

*            Teaching

*     Operating System (including course design), junior student, spring term (the course is also offered in MOOC at Chinese universities)

*     Knowledge Discovery and Data Mining, master's degree, autumn term

*     Social Network and Social Media Analysis, doctoral candidate, autumn term

 

*            Research Project (National)

*     Real-Time and High Precision Dynamic Scholars Profile Construction, National Key Research and Development Projects (Sub-Projects), 2018YFB1004702, 2018.7~2021.6 (Project Leader)

*     Diversified Social Relation Active Learning Based on Social Media Mining, NSFC (Natural Science Foundation of China), 61772122, 2018.1~2021.12 (Project Leader)

*     Modeling Multi-Level Resource Recommendation of Social Media Based on Broad-Sense Content Analysis, NSFC (Natural Science Foundation of China), 61370074, 2014.1~2017.12 (Project Leader)

*     Study on Key Techniques of Opinion Mining and Opinion-Based Community Discovery for Web Public Opinion Analysis, NSFC (Natural Science Foundation of China), 60973019, 2010.1~2012.12 (Project Leader)

*     Research on User Motivation Deduction Model for New Generation Search Engine, NSFC (Natural Science Foundation of China), 60573090, 2006.1~2008.12 (Project Leader)

*     Study on Human-Machine Conversation Text Generation Technique for Emotional Interaction, NSFC (Natural Science Foundation of China), 61872074, 2019.1~2022.12 (Project Member, rank 2nd. The project leader is Shi Feng)

*     Study on Zero-Input Personalization Techniques for High Quality E-Services on Internet, NSFC (Natural Science Foundation of China), 60173051, 2002.1~2004.12 (Project Member, rank 2nd. The project leader is Ge Yu)