姓名: 罗勇
主页:https://scholar.google.com/citations?user=zb1oVGIAAAAJ&hl=en
性别:男
职称:教授 (博导)
学历学位:博士
电话:
办公地点:E504
E-mail:yong.luo ▇ whu.edu.cn 请手工替换符号
领域:模式识别,人工智能,数据挖掘与分析
招生信息:年度招收硕士0名,招收方向:。 招收博士0名,招收方向:。
研究领域:人工智能,机器学习,数据挖掘,多媒体信息处理与分析
奖项:
2019最佳论文,IEEE多媒体博览会议(ICME)
2019最佳论文,IEEE视觉通信和图像处理会议(VCIP)
2017最佳论文入围(3/2540),国际人工智能联合会议(IJCAI)
2016最佳论文,IEEE全球通信会议(GLOBECOM)
2016优秀博士论文,中国计算机学会
2014优秀毕业生,北京大学
2013国家奖学金,北京大学
2005/9 - 2009/7,西北工业大学,工学学士
2014/9 - 2020/9,南洋理工大学,计算机科学与工程学院,博士后
[1] Yong Luo, Dacheng Tao, Chao Xu, "Patch Alignment for Graph Embedding," Graph Embedding for Pattern Analysis, Springer, pp. 73-118, 2013.
主要期刊论文:
[1] Yong Luo, Han Hu, Yonggang Wen, Dacheng Tao, "Transforming Device Fingerprinting for Wireless Security via Online Multi-Task Metric Learning," IEEE Internet of Things Journal (IoTJ), Vol. 7, No. 1, pp. 208-219, 2020.
[2] Yong Luo, Yonggang Wen, Tongliang Liu, Dacheng Tao, "Transferring Knowledge Fragments for Learning Distance Metric from A Heterogeneous Domain," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 41, No. 4, pp. 1013-1026, 2019.
[3] Yong Luo, Yonggang Wen, Dacheng Tao, "Heterogeneous Multi-task Metric Learning across Multiple Domains," IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Vol. 29, No. 9, pp. 4051-4064, 2018.
[4] Yong Luo, Yonggang Wen, Dacheng Tao, Jie Gui, Chao Xu, "Large Margin Multi-modal Multitask Feature Extraction for Image Classification," IEEE Transactions on Image Processing (TIP), Vol. 25, No. 1, pp. 414-427, 2016.
[5] Yong Luo, Dacheng Tao, Kotagiri Ramamohanarao, Chao Xu, Yonggang Wen, "Tensor Canonical Correlation Analysis for Multi-view Dimension Reduction," IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 27, No. 11, pp. 3111-3124, 2015.
[6] Yong Luo, Tongliang Liu, Dacheng Tao, Chao Xu, "Multi-view Matrix Completion for Multilabel Image Classification," IEEE Transactions on Image Processing (TIP), Vol. 24, No. 8, pp. 2355-2368, 2015.
[7] Yong Luo, Tongliang Liu, Dacheng Tao, Chao Xu, "Decomposition based Transfer Distance Metric Learning for Image Classification," IEEE Transactions on Image Processing (TIP), Vol. 23, No. 9, pp. 3789-3801, 2014.
[8] Yong Luo, Dacheng Tao, Chang Xu, Chao Xu, Hong Liu, Yonggang Wen, "Multi-view Vectorvalued Manifold Regularization for Multi-label Image Classification," IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Vol. 24, No. 5, pp. 709-722, 2013.
[9] Yong Luo, Dacheng Tao, Bo Geng, Chao Xu, Stephen J. Maybank, "Manifold Regularized
Multi-task Learning for Semi-supervised Multi-label Image Classification," IEEE Transactions on Image Processing (TIP), Vol. 22, No. 2, pp. 523-536, 2013.
[10] Qiang Fu, Yong Luo, Yonggang Wen, Dacheng Tao, Ying Li, Ling-Yu Duan, "Towards Intelligent Product Retrieval for TV-to-Online (T2O) Application: A Transfer Metric Learning
Approach," IEEE Transactions on Multimedia (TMM), Vol. 20, No. 8, pp. 2114-2125, 2018.
[11] Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao, "Cost-Sensitive Feature Selection by Optimizing F-Measures," IEEE Transactions on Image Processing (TIP), Vol. 27, No. 3, pp. 1323-1335, 2018.
[12] Jie Gui, Dacheng Tao, Zhenan Sun, Yong Luo, Xinge You, Yuanyan Tang, "Group Sparse
Multi-view Patch Alignment Framework with View Consistency for Image Classification," IEEE Transactions on Image Processing (TIP), Vol. 23, No. 7, pp. 3126-3137, 2014.
主要会议论文:
[1] Yong Luo#, Huaizheng Zhang#, Yonggang Wen, Xinwen Zhang, "ResumeGAN: An Optimized Deep Representation Learning Framework for Talent-Job Fit via Adversarial Learning," ACM International Conference on Information and Knowledge Management (CIKM), pp. 1101-1110, 2019.
[2] Yong Luo, Tongliang Liu, Yonggang Wen, Dacheng Tao, "Online Heterogeneous Transfer Metric Learning," International Joint Conference on Artificial Intelligence (IJCAI), pp. 2525-2531, 2018.
[3] Yong Luo#, Huaizheng Zhang#, Yongjie Wang, Yonggang Wen, Xinwen Zhang, "ResumeNet: A Learning-based Framework for Automatic Resume Quality Assessment," International Conference on Data Mining (ICDM), pp. 307-316, 2018.
[4] Yong Luo, Yonggang Wen, Tongliang, Dacheng Tao, "General Heterogeneous Transfer Distance Metric Learning via Knowledge Fragments Transfer," International Joint Conference on Artificial Intelligence (IJCAI), pp. 2450-2456, 2017. [Distinguished Paper Award Finalist, 3 out of 2540 submissions]
[5] Yong Luo, Dacheng Tao, Yonggang Wen, "Exploiting High-Order Information in Heterogeneous Multi-Task Feature Learning," International Joint Conference on Artificial Intelligence (IJCAI), pp. 2443-2449, 2017.
[6] Yong Luo, Yonggang Wen, Dacheng Tao, "On Combining Side Information and Unlabeled Data for Heterogeneous Multi-task Metric Learning," International Joint Conference on Artificial Intelligence (IJCAI), pp. 1809-1815, 2016.
[7] Yong Luo, Yonggang Wen, Dacheng Tao, Qiang Fu, "Toward Effortless TV-to-Online (T2O) Experience: A Novel Metric Learning Approach," IEEE Global Communications Conference (GLOBECOM), December 4-8, 2016. [Best Paper Award]
[8] Yong Luo, Jian Tang, Jun Yan, Chao Xu, Zheng Chen, "Pre-trained Multi-view Word Embedding using Two-side Neural Network," AAAI Conference on Artificial Intelligence (AAAI), pp. 1982-1988, 2014.
[9] Yong Luo, Dacheng Tao, Chang Xu, Dongchen Li, Chao Xu, "Vector-valued Multi-view Semisupervised Learning for Multi-label Image Classification," AAAI Conference on Artificial Intelligence (AAAI), pp. 647-653, 2013.
[10] Yong Luo, Dacheng Tao, Bo Geng, Chao Xu, Stephen J. Maybank, "Shared Feature Extraction for Semi-supervised Image Classification," ACM Multimedia (MM), pp. 1165-1168, 2011.
[11] Shikang Gan#, Yong Luo#, Yonggang Wen, Tongliang Liu, Han Hu*, "Deep heterogeneous multi-task metric learning for visual recognition and retrieval," ACM Multimedia Conference, pp. 1837-1845, 2020.
[12] Huaizheng Zhang, Yong Luo, Qiming Ai, Yonggang Wen, Han Hu*, "Look, read and feel: Benchmarking Ads understanding with multimodal multitask learning,"ACM Multimedia Conference, pp. 430-438, 2020.
[13] Yangxi Li, Han Hu, Jin Li, Yong Luo*, Yonggang Wen, "Semi-supervised online multi-task metric learning for visual recognition and retrieval,"ACM Multimedia Conference, pp. 3377-3385, 2020.
[14] Huaizheng Zhang, Yuanming Li, Qiming Ai, Yong Luo, Yonggang Wen, Yichao Jin, Nguyen Binh Duong Ta, "Hysia: Serving DNN-based video-to-retail applications in cloud,"ACM Multimedia Conference, pp. 4457-4460, 2020.
[15] Yihang Lou, Ling-Yu Duan, Yong Luo, Ziqian Chen, Tongliang Liu, Shiqi Wang, Wen Gao, "Towards Digital Retina in Smart Cities: A Model Generation, Utilization and Communication Paradigm," IEEE International Conference on Multimedia and Expo (ICME), 2019. [Best Paper Award]
[16] Yan Bai, Ling-Yu Duan, Yong Luo, Shiqi Wang, Yonggang Wen, Wen Gao, "Toward Intelligent Visual Sensing and Low-cost Analysis: A Collaborative Computing Approach," IEEE International Conference on Visual Communications and Image Processing (VCIP), 2019. [Best Paper Award]
[2]国家自然科学基金面上项目,“基于迁移学习的图像搜索理论与方法研究”,2010-2012,32万,参与。