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students:phd 2019/10/18 12:13 students:phd 2020/11/20 22:25 current
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====== Current Ph.D. Students ====== ====== Current Ph.D. Students ======
 +===== WANG, Yue (王樾) =====
 +{{:students:yuewang.jpg?120 }} PhD student: 2016 ~ Present \\ URL: https://yuewang-cuhk.github.io/ \\ Email: <yuewang@cse.cuhk.edu.hk> \\ \\
-===== LI, Jian (李建)    ===== +=== Thesis: ===
-{{:students:jianli.JPG?120 }}  PhD student: 2015~Present \\ URL: http://www.cse.cuhk.edu.hk/~jianli\\ Email: <jianli@cse.cuhk.edu.hk>  +
-=== Thesis: === +
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='jli_naacl19'></a></html> "Information Aggregation for Multi-Head Attention with Routing-by-Agreement," **Jian Li**, Baosong Yang, Zi-Yi Dou, Xing Wang, M. R. Lyu, Zhaopeng Tu, // in Proceedings of the 2019 Annual Conference of the North American Capter of the Association for Computational Linguistics (NAACL 2019)//, Minneapolis, USA, June 2 - 7, 2019. \\ {{:conference:jli_naacl19.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='jli_emnlp18'></a></html> "Multi-Head Attention with Disagreement Regularization," **Jian Li**, Zhaopeng Tu, Baosong Yang, M.R. Lyu, Tong Zhang, //in Proceedings of the 2018 International Conference on Empirical Methods in Natural Language Processing (EMNLP 2018)//. \\ {{:conference:jli_emnlp18.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='jli_ijcai18'></a></html> "Code Completion with Neural Attention and Pointer Networks," **Jian Li**, Yue Wang, M.R. Lyu, Irwin King, //in Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI 2018)//, Stockholm, Sweden, July 13-19, 2018. \\ {{:conference:jli_ijcai18.pdf|Paper}} [<color black/aqua >SE</color>] \\ \\ 
-  - <html><a name='jianli_qrs17'></a></html> "Software Defect Prediction via Convolutional Neural Network," **Jian Li**, Pinjia He, Jieming Zhu, M. R. Lyu, //in Proceedings of the 2017 IEEE International Conference on Software Quality, Reliability and Security (QRS 2017)//, Prague, Czech Republic, July 25-29, 2017, pp. 318-328. \\ {{:conference:jianli_qrs17.pdf|Paper}} [<color black/aqua >SE</color>] \\ \\ 
 +  - <html><a name='ywang_emnlp2020_vd-bert'></a></html> "VD-BERT: A Unified Vision and Dialog Transformer with BERT," **Yue Wang**, Shafiq Joty, Michael R. Lyu, Irwin King, Caiming Xiong, S.C.H. Hoi, //in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020),// Accepted for Publication, Online, USA, November 16 - November 20, 2020. \\ {{:conference:ywang_emnlp2020_vd-bert.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ywang_emnlp2020_cross-media'></a></html> "Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings," **Yue Wang**, Jing Li, Michael R. Lyu, Irwin King, //in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020),// Accepted for Publication, Online, USA, November 16 - November 20, 2020. \\ {{:conference:ywang_emnlp2020_cross-media.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ywang_acl2019_topic-aware'></a></html> "Topic-Aware Neural Keyphrase Generation for Social Media Language," **Yue Wang**, Jing Li, Hou Pong Chan, Irwin King, Michael R. Lyu, Shuming Shi, //in Proceedings of the 57th Conference of the Association for Computational Linguistics (ACL2019),// pp. 2516-2526, Florence, Italy, July 28 - August 2, 2019. \\ {{:conference:ywang_acl2019_topic-aware.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ywang_naaclhlt2019_microblog'></a></html> "Microblog Hashtag Generation via Encoding Conversation Contexts," **Yue Wang**, Jing Li, Irwin King, Michael R. Lyu, Shuming Shi, //in Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT2019),// pp. 1624-1633, Minneapolis, USA, June 2 - June 7, 2019. \\ {{:conference:ywang_naaclhlt2019_microblog.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ywang_cic2015_entropy-based'></a></html> "Entropy-Based Service Selection with Uncertain QoS for Mobile Cloud Computing," **Yue Wang**, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 1st IEEE Conference on Collaboration and Internet Computing (CIC2015),// pp. 252-259, Hangzhou, China, October 27 - October 30, 2015. \\ {{:conference:ywang_cic2015_entropy-based.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
-===== WANG, Yue (王樾)   ===== +===== LIU, Pengpeng (劉鵬鵬) ===== 
-{{:students:wangyue.jpg?120 }} PhD student: 2016~Present \\ URL: http://www.cse.cuhk.edu.hk/~yuewang\\ Email: <yuewang@cse.cuhk.edu.hk>  +{{:students:pengpengliu.jpg?120 }} PhD student: 2016 ~ Present \\ URL: https://ppliuboy.github.io/ \\ Email: <ppliu@cse.cuhk.edu.hk> \\ \\  
-=== Thesis: === + 
 +=== Thesis: ===
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='ywang_acl19'></a></html> "Topic-Aware Neural Keyphrase Generation for Social Media Language," **Yue Wang**, Jing Li, Hou Pong Chan, Irwin King, M. R. Lyu, Shuming Shi, // in Proceedings of the 2019 Annual Meeting of the Association for Computational Linguistics (ACL 2019)//, Florence, Italy, July 28- August 2, 2019. \\ {{:conference:ywang_acl19.pdf|Paper}} {{:presentation:ywang_acl19_poster.pdf|Poster}} [<color black/fuchsia >ML</color>] \\ \\ 
-  - <html><a name='ywang_naacl19'></a></html> "Microblog Hashtag Generation via Encoding Conversation Contexts," **Yue Wang**, Jing Li, Irwin King, M. R. Lyu, Shuming Shi, // in Proceedings of the 2019 Annual Conference of the North American Capter of the Association for Computational Linguistics (NAACL 2019)//, Minneapolis, USA, June 2 - 7, 2019. \\ {{:conference:ywang_naacl19.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-===== HE, Shilin (何世林)   ===== +  - <html><a name='pliu_accv2020_learning'></a></html> "Learning 3D Face Reconstruction with a Pose Guidance Network," **Pengpeng Liu**, Xintong Han, Michael R. Lyu, Irwin King, Jia Xu, //in Proceedings of the 15th Asian Conference on Computer Vision (ACCV2020),// Accepted for Publication, Kyoto, Japan, November 30 - December 4, 2020. \\ <color red>**ACCV 2020 Oral Presentation**</color> \\ {{:conference:pliu_accv2020_learning.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
-{{:student:shilin.jpg?120 }} PhD student: 2016~Present \\ URL: http://www.cse.cuhk.edu.hk/~slhe\\ Email: <slhe@cse.cuhk.edu.hk>  +  - <html><a name='pliu_cvpr2020_flow2stereo'></a></html> "Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching," **Pengpeng Liu**, Irwin King, Michael R. Lyu, Jia Xu, //in Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2020),// pp. 6647-6656, Seattle, USA, June 13 - June 19, 2020. \\ {{:conference:pliu_cvpr2020_flow2stereo.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
-=== Thesis: === +  - <html><a name='pliu_cvpr2019_selflow'></a></html> "SelFlow: Self-Supervised Learning of Optical Flow," **Pengpeng Liu**, Michael R. Lyu, Irwin King, Jia Xu, //in Proceedings of the 2019 IEEE Conference on Computer Vision and Pattern Recognition (CVPR2019),// pp. 4571-4580, Long Beach, USA, June 16 - June 20, 2019. \\ {{:conference:pliu_cvpr2019_selflow.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
 +  - <html><a name='pliu_aaai2019_ddflow'></a></html> "DDFlow: Learning Optical Flow with Unlabeled Data Distillation," **Pengpeng Liu**, Irwin King, Michael R. Lyu, Jia Xu, //in Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI2019),// pp. 8770-8777, Honolulu, USA, January 27 - February 1, 2019. \\ {{:conference:pliu_aaai2019_ddflow.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + 
 +===== BAI, Haoli (柏昊立) ===== 
 +{{:students:haolibai.jpg?120 }} PhD student: 2017 ~ Present \\ URL: https://haolibai.github.io/ \\ Email: <hlbai@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: ===
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='slhe_fse18'></a></html> "Identifying Impactful Service System Problems via Log Analysis," **Shilin He**, Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, Michael R.Lyu, Dongmei Zhang, //in Proceedings of the 26th ACM Symposium on the Foundations of Software Engineering (FSE 2018)//, Florida, United States, November 4-9, 2018. \\ {{:conference:slhe_fse18.pdf|Paper}} [<color black/aqua >SE</color>] \\ \\ 
-  - <html><a name='slhe_issre16'></a></html>"Experience Report: System Log Analysis for Anomaly Detection," **Shilin He**, Jieming Zhu, Pinjia He, and Michael R. Lyu, //in Proceedings of the 27th International Sysposium on Software Reliability Engineering (ISSRE 2016)//, Ottawa, Canada, October 23-27, 2016, pp. 207-218.\\ {{:conference:slhe_issre16.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-===== LIU, Pengpeng (刘鹏鹏)   ===== +  - <html><a name='hbai_aaai2020_few'></a></html> "Few Shot Network Compression via Cross Distillation," **Haoli Bai**, Jiaxiang Wu, Irwin King, Michael R. Lyu, //in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI2020),// pp. 3203-3210, New York, USA, February 7 - February 12, 2020. \\ {{:conference:hbai_aaai2020_few.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-{{:students:ppliu.jpg?120 }}   PhD student: 2016~Present \\ URL: http://www.cse.cuhk.edu.hk/~ppliu\\ Email: <ppliu@cse.cuhk.edu.hk>  +  - <html><a name='hbai_cikm2018_neural'></a></html> "Neural Relational Topic Models for Scientific Article Analysis," **Haoli Bai**, Zhuangbin Chen, Michael R. Lyu, Irwin King, Zenglin Xu, //in Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM2018),// pp. 27-36, Torino, Italy, October 22 - October 26, 2018. \\ {{:conference:hbai_cikm2018_neural.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-=== Thesis: === + 
 +===== LI, Jingjing (李菁菁) ===== 
 +{{:students:jingjingli.jpg?120 }} PhD student: 2017 ~ Present \\ URL: http://www.cse.cuhk.edu.hk/~lijj \\ Email: <lijj@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: ===
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='ppliu_cvpr19'></a></html> "SelFlow: Self-Supervised Learning of Optical Flow," **Pengpeng Liu**, M. R. Lyu, Irwin King, Jia Xu, // in Proceedings of the 2019 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019)//, Long Beach, USA, June 16-20, 2019. \\ {{:conference:ppliu_cvpr19.pdf|Paper}} [<color black/lime >MM</color>] \\ \\ 
-  - <html><a name='ppliu_aaai19'></a></html> "DDFlow: Learning Optical Flow with Unlabeled Data Distillation," **Pengpeng Liu**, Irwin King, M. R. Lyu, Jia Xu, // in Proceedings of the 2019 AAAI Conference on Artificial Intelligence (AAAI 2019)//, Hawaii, USA, January 27 - February 1, 2019. \\ {{:conference:ppliu_aaai19.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-===== BAI, Haoli (柏昊立) ===== +  - <html><a name='jli_neurips2020_unsupervised'></a></html> "Unsupervised Text Generation by Search and Learning," **Jingjing Li**, Zichao Li, Lili Mou, Xin Jiang, Michael R. Lyu, Irwin King, //in Proceedings of the 34th Conference on Neural Information Processing Systems (NeurIPS2020),// Accepted for Publication, Vancouver, Canada, December 6 - December 12, 2020. \\ {{:conference:jli_neurips2020_unsupervised.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-{{:students:hlbai.jpg?120 }}   PhD student: 2017~Present \\ URL: http://www.cse.cuhk.edu.hk/~hlbai\\ Email: <hlbai@cse.cuhk.edu.hk>  +  - <html><a name='jli_emnlpijcnlp2019_improving'></a></html> "Improving Question Generation with to the Point Context," **Jingjing Li**, Yifan Gao, Lidong Bing, Irwin King, Michael R. Lyu, //in Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP/IJCNLP2019),// pp. 3214-3224, Hong Kong, China, November 3 - November 7, 2019. \\ {{:conference:jli_emnlpijcnlp2019_improving.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-=== Thesis: === + 
 +===== JIAO, Wenxiang (焦文祥) ===== 
 +{{:students:wenxiangjiao.jpg?120 }} PhD student: 2017 ~ Present \\ URL: https://wxjiao.github.io/ \\ Email: <wxjiao@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: ===
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='hlbai_cikm18'></a></html> "Neural Relational Topic Models for Scientific Article Analysis," **Haoli Bai**, Zhuangbin Chen, M. R. Lyu, Irwin King, Zenglin Xu, // in Proceedings of the 2018 ACM International Conference on Information and Knowledge Management (CIKM 2018)//, Iorino, Italy, October 22-26, 2018. \\ {{:conference:hlbai_cikm18.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-===== LI, Jingjing (李菁菁) ===== +  - <html><a name='wjiao_emnlp2020_data'></a></html> "Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation," **Wenxiang Jiao**, Xing Wang, Shilin He, Irwin King, Michael R. Lyu, Zhaopeng Tu, //in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020),// Accepted for Publication, Online, USA, November 16 - November 20, 2020. \\ {{:conference:wjiao_emnlp2020_data.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-{{:students:lijj.jpg?120 }}   PhD student: 2017~Present \\ URL: http://www.cse.cuhk.edu.hk/~lijj\\ Email: <lijj@cse.cuhk.edu.hk>  +  - <html><a name='wjiao_emnlpfindings2020_exploiting'></a></html> "Exploiting Unsupervised Data for Emotion Recognition in Conversations," **Wenxiang Jiao**, Michael R. Lyu, Irwin King, //in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP (EMNLP-Findings2020),// Accepted for Publication, Online, USA, November 16 - November 20, 2020. \\ {{:conference:wjiao_emnlpfindings2020_exploiting.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-=== Thesis: === +  - <html><a name='wjiao_aaai2020_real-time'></a></html> "Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network," **Wenxiang Jiao**, Michael R. Lyu, Irwin King, //in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI2020),// pp. 8002-8009, New York, USA, February 7 - February 12, 2020. \\ {{:conference:wjiao_aaai2020_real-time.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='wjiao_naaclhlt2019_higru'></a></html> "HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition," **Wenxiang Jiao**, Haiqin Yang, Irwin King, Michael R. Lyu, //in Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT2019),// pp. 397-406, Minneapolis, USA, June 2 - June 7, 2019. \\ {{:conference:wjiao_naaclhlt2019_higru.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + 
 +===== WU, Weibin (吳煒濱) ===== 
 +{{:students:weibinwu.jpg?120 }} PhD student: 2017 ~ Present \\ URL: http://www.cse.cuhk.edu.hk/~wbwu \\ Email: <wbwu@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: ===
=== Journal Paper === === Journal Paper ===
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=== Conference Paper === === Conference Paper ===
-===== JIAO, Wenxiang (焦文祥) ===== +  - <html><a name='wwu_cvpr2020_boosting'></a></html> "Boosting the Transferability of Adversarial Samples via Attention," **Weibin Wu**, Yuxin Su, Xixian Chen, Shenglin Zhao, Irwin King, Michael R. Lyu, Yu-Wing Tai, //in Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2020),// pp. 1158-1167, Seattle, USA, June 13 - June 19, 2020. \\ {{:conference:wwu_cvpr2020_boosting.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
-{{:students:wxjiao.jpg?120 }}   PhD student: 2017~Present \\ URL: http://www.cse.cuhk.edu.hk/~wxjiao\\ Email: <wxjiao@cse.cuhk.edu.hk>  +  - <html><a name='wwu_cvpr2020_towards'></a></html> "Towards Global Explanations of Convolutional Neural Networks With Concept Attribution," **Weibin Wu**, Yuxin Su, Xixian Chen, Shenglin Zhao, Irwin King, Michael R. Lyu, Yu-Wing Tai, //in Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2020),// pp. 8649-8658, Seattle, USA, June 13 - June 19, 2020. \\ <color red>**CVPR 2020 Oral Presentation**</color> \\ {{:conference:wwu_cvpr2020_towards.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
-=== Thesis: === +  - <html><a name='wwu_dsn2019_deep'></a></html> "Deep Validation: Toward Detecting Real-World Corner Cases for Deep Neural Networks," **Weibin Wu**, Hui Xu, Sanqiang Zhong, Michael R. Lyu, Irwin King, //in Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2019),// pp. 125-137, Portland, USA, June 24 - June 27, 2019. \\ {{:conference:wwu_dsn2019_deep.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 + 
 +===== GAO, Yifan (高一帆) ===== 
 +{{:students:yifangao.jpg?120 }} PhD student: 2017 ~ Present \\ URL: https://yifan-gao.github.io/ \\ Email: <yfgao@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: ===
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='wxjiao_naacl19'></a></html> "HiGRU: Hierarchical Gated Recurrent Units for Utterance-level Emotion Recognition," **Wenxiang Jiao**, Haiqin Yang, Irwin King, M. R. Lyu, // in Proceedings of the 2019 Annual Conference of the North American Capter of the Association for Computational Linguistics (NAACL 2019)//, Minneapolis, USA, June 2 - 7, 2019. \\ {{:conference:wxjiao_naacl19.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-===== WU, Weibin (吴炜滨)  ===== +  - <html><a name='ygao_emnlp2020_discern'></a></html> "Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading," **Yifan Gao**, Chien-Sheng Wu, Jingjing Li, Shafiq Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu, //in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020),// Accepted for Publication, Online, USA, November 16 - November 20, 2020. \\ {{:conference:ygao_emnlp2020_discern.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-{{:students:wbwu.jpg?120 }}   PhD student: 2017~Present \\ URL: http://www.cse.cuhk.edu.hk/~wbwu\\ Email: <wbwu@cse.cuhk.edu.hk>  +  - <html><a name='ygao_emnlpfindings2020_dialogue'></a></html> "Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning," **Yifan Gao**, Piji Li, Wei Bi, Xiaojiang Liu, Michael R. Lyu, Irwin King, //in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP (EMNLP-Findings2020),// Accepted for Publication, Online, USA, November 16 - November 20, 2020. \\ {{:conference:ygao_emnlpfindings2020_dialogue.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-=== Thesis: === +  - <html><a name='ygao_acl2020_explicit'></a></html> "Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading," **Yifan Gao**, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi, //in Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL2020),// pp. 935-945, Online, USA, Jul 5, 2020 - Jul 10, 2020. \\ {{:conference:ygao_acl2020_explicit.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='ygao_ijcai2019_difficulty'></a></html> "Difficulty Controllable Generation of Reading Comprehension Questions," **Yifan Gao**, Lidong Bing, Wang Chen, Michael R. Lyu, Irwin King, //in Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI2019),// pp. 4968-4974, Macao, China, August 10 - August 16, 2019. \\ {{:conference:ygao_ijcai2019_difficulty.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='ygao_acl2019_interconnected'></a></html> "Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling," **Yifan Gao**, Piji Li, Irwin King, Michael R. Lyu, //in Proceedings of the 57th Conference of the Association for Computational Linguistics (ACL2019),// pp. 4853-4862, Florence, Italy, July 28 - August 2, 2019. \\ {{:conference:ygao_acl2019_interconnected.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + - <html><a name='ygao_aaai2019_generating'></a></html> "Generating Distractors for Reading Comprehension Questions from Real Examinations," **Yifan Gao**, Lidong Bing, Piji Li, Irwin King, Michael R. Lyu, //in Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI2019),// pp. 6423-6430, Honolulu, USA, January 27 - February 1, 2019. \\ {{:conference:ygao_aaai2019_generating.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + 
 +===== YANG, Tianyi (楊天益) ===== 
 +{{:students:tianyiyang.jpg?120 }} PhD student: 2018 ~ Present \\ URL: http://www.cse.cuhk.edu.hk/~tyyang \\ Email: <tyyang@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: ===
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='wbwu_dsn19'></a></html> "Deep Validation: Toward Detecting Real-world Corner Cases for Deep Neural Networks," **Weibin Wu**, Hui Xu, Sanqiang Zhong, M.R. Lyu, Irwin King, //in Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2019)//, Portland, Oregon, USA, June 24–27, 2019. \\ {{:conference:wbwu_dsn19.pdf|Paper}} {{:conference:wbwu_dsn19_slides.pdf|Slides}} [<color black/aqua >SE</color>] \\ \\ 
-===== GAO, Yifan (高一帆) ===== +===== CHEN, Zhuangbin (陳壯彬) ===== 
-{{:students:yfgao.jpg?120 }}   PhD student: 2017~Present \\ URL: http://www.cse.cuhk.edu.hk/~yfgao \\ Email: <yfgao@cse.cuhk.edu.hk>  +{{:students:zhuangbinchen.jpg?120 }} PhD student: 2018 ~ Present \\ URL: http://www.cse.cuhk.edu.hk/~zbchen \\ Email: <zbchen@cse.cuhk.edu.hk> \\ \\  
-=== Thesis: === + 
 +=== Thesis: ===
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='yfgao_aaai19'></a></html> "Generating Distractors for Reading Comprehension Questions from Real Examinations," **Yifan Gao**, Lidong Bing, Piji Li, Irwin King, M. R. Lyu, // in Proceedings of the 2019 AAAI Conference on Artificial Intelligence (AAAI 2019)//, Hawaii, USA, January 27 - February 1, 2019. \\ {{:conference:yfgao_aaai19.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='yfgao_acl19'></a></html> "Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling," **Yifan Gao**, Piji Li, Irwin King, M. R. Lyu, // in Proceedings of the 2019 Annual Meeting of the Association for Computational Linguistics (ACL 2019)//, Florence, Italy, July 28- August 2, 2019. \\ {{:conference:yfgao_acl19.pdf|Paper}} [<color black/fuchsia >ML</color>] \\ \\ 
-  - <html><a name='yfgao_ijcai19'></a></html> "Difficulty Controllable Question Generation for Reading Comprehension," **Yifan Gao**, Lidong Bing, Wang Chen, M. R. Lyu, Irwin King, // in Proceedings of the 2019 International Joint Conference on Artificial Intelligence (IJCAI 2019)//, Macao, China, August 10-16, 2019. \\ {{:conference:yfgao_ijcai19.pdf|Paper}} [<color black/fuchsia >ML</color>] \\ \\ 
-===== YANG, Tianyi (杨天益) ===== +  - <html><a name='zchen_esecfse2020_towards'></a></html> "Towards Intelligent Incident Management: Why We Need It and How We Make It," **Zhuangbin Chen**, Yu Kang, Hongyu Zhang, Hui Xu, Li Yang, Zhangwei Xu, Pu Zhao, Michael R. Lyu, //in Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2020),// pp. 1487-1497, Online, USA, November 8 - November 13, 2020. \\ {{:conference:zchen_esecfse2020_towards.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
-{{:students:tyyang.jpg?120 }}   PhD student: 2018~Present \\ URL: http://www.cse.cuhk.edu.hk/~tyyang \\ Email: <tyyang@cse.cuhk.edu.hk>  + 
-=== Thesis: === +===== GU, Wenchao (顧文超) ===== 
 +{{:students:wenchaogu.jpg?120 }} PhD student: 2019 ~ Present \\ URL: http://www.cse.cuhk.edu.hk/~wcgu \\ Email: <wcgu@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: ===
=== Journal Paper === === Journal Paper ===
Line 99: Line 126:
=== Conference Paper === === Conference Paper ===
-===== CHEN, Zhuangbin (陈壮彬) ===== +===== LIU, Jinyang (劉金楊) ===== 
-{{:students:zbchen.jpg?120 }}   PhD student: 2018~Present \\ URL: http://www.cse.cuhk.edu.hk/~zbchen \\ Email: <zbchen@cse.cuhk.edu.hk>  +{{:students:jinyangliu.jpg?120 }} PhD student: 2020 ~ Present \\ URL: http://www.cse.cuhk.edu.hk/~jyliu \\ Email: <jyliu@cse.cuhk.edu.hk> \\ \\  
-=== Thesis: === + 
 +=== Thesis: ===
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='hlbai_cikm18'></a></html> "Neural Relational Topic Models for Scientific Article Analysis," Haoli Bai, **Zhuangbin Chen**, M. R. Lyu, Irwin King, Zenglin Xu, // in Proceedings of the 2018 ACM International Conference on Information and Knowledge Management (CIKM 2018)//, Iorino, Italy, October 22-26, 2018. \\ {{:conference:hlibai_cikm18.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='jliu_ase2019_logzip'></a></html> "Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression," **Jinyang Liu**, Jieming Zhu, Shilin He, Pinjia He, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering (ASE2019),// pp. 863-873, San Diego, USA, November 11 - November 15, 2019. \\ {{:conference:jliu_ase2019_logzip.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
-====== Graduated Ph.D. Students =======+===== SHEN, Jiacheng (沈家誠) ===== 
 +{{:students:jiachengshen.jpg?120 }} PhD student: 2020 ~ Present \\ URL: http://www.cse.cuhk.edu.hk/~jcshen \\ Email: <jcshen@cse.cuhk.edu.hk> \\ \\
-===== ZENG, Jichuan (曾纪川)    ===== +=== Thesis: ===
-{{:students:jczeng.JPG?120 }}  Graduated in 2019 \\ URL: http://www.cse.cuhk.edu.hk/~jczeng\\ Email: <jczeng@cse.cuhk.edu.hk>  +
-=== Thesis: ===  +
-"Latent Variable Modeling for Natural Language Understanding" {{:thesis:thesis_jczeng.pdf|Thesis}}{{:presentation:presentation_jczeng_new.pdf|Presentation}}+
=== Journal Paper === === Journal Paper ===
-  - <html><a name='jczeng_tacl19'></a></html> "What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations," **Jichuan Zeng**, Jing Li, Yulan He, Cuiyun Gao, M.R. Lyu, Irwin King, // Transactions of the Association for Computational Linguistics. (TACL)//, vo. 7, pp. 267-281, 2019. \\ {{:journal:jczeng_tacl19.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\ 
=== Conference Paper === === Conference Paper ===
-  - <html><a name='jczeng_emnlp18'></a></html> "Topic Memory Networks for Short Text Classification," **Jichuan Zeng**, Jing Li, Yan Song, Cuiyun Gao, M.R. Lyu, Irwin King, //in Proceedings of the 2018 International Conference on Empirical Methods in Natural Language Processing (EMNLP 2018)//. \\ {{:conference:jczeng_emnlp18.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +===== HUANG, Jen-tse (黃任澤) =====
 +{{:students:jen-tsehuang.jpg?120 }} PhD student: 2020 ~ Present \\ URL: https://penguinnnnn.github.io/ \\ Email: <jthuang@cse.cuhk.edu.hk> \\ \\
-===== Su, Yuxin (苏玉鑫)    ===== +=== Thesis: ===
-{{:students:yxsu.jpg?120 }}  Graduated in 2019 \\ URL: http://www.cse.cuhk.edu.hk/~yxsu\\ Email: <yxsu@cse.cuhk.edu.hk>  +
-=== Thesis: ===  +
-"Distributed Distance Learning Algorithms and Applications" {{:thesis:thesis_yxsu.pdf|Thesis}}{{:presentation:presentation_yxsu.pdf|Presentation}}+
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='yxsu_ijcai19'></a></html> "Parallel Wasserstein Generative Adversarial Nets with Multiple Discriminators," **Yuxin Su**, Shenglin Zhao, Xixian Chen, Irwin King, M. R. Lyu, // in Proceedings of the 2019 International Joint Conference on Artificial Intelligence (IJCAI 2019)//, Macao, China, August 10-16, 2019. \\ {{:conference:yxsu_ijcai19.pdf|Paper}} [<color black/fuchsia >ML</color>] \\ \\ 
-  - <html><a name='yxsu_cikm18'></a></html> "Communication-Efficient Distributed Deep Metric Learning with Hybrid Synchronization," **Yuxin Su**, M. R. Lyu, Irwin King, // in Proceedings of the 2018 ACM International Conference on Information and Knowledge Management (CIKM 2018)//, Iorino, Italy, October 22-26, 2018. \\ {{:conference:yxsu_cikm18.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='yxsu_sigir17'></a></html> "Learning to Rank Using Localized Geometric Mean Metrics," **Yuxin Su**, Irwin King, M. R. Lyu, // in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017)//, Tokyo, Japan, August 07–11, 2017, pp. 45-54. \\ {{:conference:yxsu_sigir17.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='yxsu_ijcnn16'></a></html> "Distributed Information-Theoretic Metric Learning in Apache Spark," **Yuxin Su**, Haiqin Yang, Irwin King, M.R. Lyu, //in Proceedings of the 2016 International Joint Conference on Neural Networks (IJCNN 2016)//, Vancouver, Canada, July 24-29, 2016. \\  {{:conference:yxsu_ijcnn16.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-===== Yu, Xiaotian (余晓填)   ===== +===== PENG, Yun (彭昀) ===== 
-{{:students:xtyu.jpg?120 }} Graduated in 2019 \\ URL: http://www.cse.cuhk.edu.hk/~xtyu\\ Email: <xtyu@cse.cuhk.edu.hk>  +{{:students:yunpeng.jpg?120 }} PhD student: 2020 ~ Present \\ URL: https://www.yunpeng.work/ \\ Email: <ypeng@cse.cuhk.edu.hk> \\ \\
-=== Thesis: === +
-"Efficient Learningin Stochastic Bandits" {{:thesis:xtyu_thesis.pdf|Thesis}}{{:presentation:xiaotian_slides_final.pdf|Presentation}}+=== Thesis: ===
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='hshao_nips18'></a></html> "Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs," Han Shao, **Xiaotian Yu**, Irwin King, M.R. Lyu, //in Proceedings of the 2018 International Conference on Neural Information Processing Systems (NIPS 2018)//. \\ {{:conference:hshao_nips18.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='xtyu_uai18'></a></html> "Pure Exploration of Multi-Armed Bandits with Heavy-Tailed Payoffs," **Xiaotian Yu**, Han Shao, M. R. Lyu, Irwin King, // in Proceedings of the 2018 International Conference on Uncertainty in Artificial Intelligence (UAI 2018)//, Monterey, California, USA, August 6–10, 2018. \\ {{:conference:xtyu_uai18.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='xtyu_ijcnn16'></a></html> "Online Non-negative Dictionary Learning via Moment Information for Sparse Poisson Coding," **Xiaotian Yu**, Haiqin Yang, Irwin King, M.R. Lyu, //in Proceedings of the 2016 International Joint Conference on Neural Networks (IJCNN 2016)//, Vancouver, Canada, July 24-29, 2016. \\  {{:conference:xtyu_ijcnn16.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='xtyu_aaai17'></a></html> "CBRAP: Contextual Bandits with RAndom Projection," **Xiaotian Yu**, Michael R. Lyu, Irwin King, // in Proceedings of the 31th AAAI Conference on Artificial Intelligence (AAAI 2017)//, San Francisco, California USA, February 4–9, 2017. \\ {{:conference:xtyu_aaai17.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='xtyu_icdm17'></a></html> "Risk Control of Best Arm Identification in Multi-Armed Bandits via Successive Rejects," Xiaotian Yu, Irwin King, M. R. Lyu, // in Proceedings of the 2017 IEEE International Conference on Data Mining series (ICDM 2017) //, New Orleans, USA, November 18–21, 2017, pp. 1147-1152. \\ {{:conference:xtyu_icdm2017.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\ 
-  - <html><a name='xtyu_ijcai18'></a></html> "A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization," **Xiaotian Yu**, Irwin King, Michael R. Lyu, Tianbao Yang, //in Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI 2018)//, Stockholm, Sweden, July 13-19, 2018. \\ {{:conference:xtyu_ijcai18.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-===== Xu, Hui (徐辉)   ===== +===== HUO, Yintong (霍茵桐) ===== 
-{{:students:hxu.jpg?120 }} Graduated in 2018 \\ URL: http://www.cse.cuhk.edu.hk/~hxu\\ Email: <hxu@cse.cuhk.edu.hk>  +{{:students:yintonghuo.jpg?120 }} PhD student: 2020 ~ Present \\ URL: https://yintonghuo.github.io/yintonghuo/ \\ Email: <ythuo@cse.cuhk.edu.hk> \\ \\  
-=== Thesis: ===  + 
-"Software Obfuscation with Layered Security" {{:thesis:xu_hui-thesis.pdf|Thesis}} {{:presentation:xu_hui_defense.pdf|Presentation}}+=== Thesis: === 
=== Journal Paper === === Journal Paper ===
-  - <html><a name='hxu_sp16'></a></html> "Assessing the Security Properties of Software Obfuscation," **Hui Xu**, and Michael R. Lyu, // IEEE Security & Privacy Magazine//, vol.14, issue.5, 2016, pp.80-83.\\ {{:journal:hxu_sp16.pdf|Paper}} [<color black/aqua>SE</color>]\\ \\ 
-  - <html><a name='hxu_tdsc19'></a></html> "Benchmarking the Capability of Symbolic Execution Tools with Logic Bombs," **Hui Xu**, Zirui Zhao, Yangfan Zhou, and M.R. Lyu, // IEEE Transactions on Dependable and Secure Computing. (TDSC)//, accepted in 2019 for publication. \\ {{:journal:hxu_tdsc19.pdf|Paper}} [<color black/aqua>SE</color>]\\ \\ 
=== Conference Paper === === Conference Paper ===
-  - <html><a name='hxu_dsn18'></a></html> "Manufacturing Resilient Bi-Opaque Predicates against Symbolic Execution," Hui Xu, Yangfan Zhou, Yu Kang, Fengzhi Tu and **Michael R. Lyu**, //in Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks. (DSN 2018)//, Luxembourg City, Luxembourg, June 1-5, 2018.\\ {{:conference:hxu_dsn18.pdf|Paper}} [<color black/aqua>SE</color>]\\ \\ 
-  - <html><a name='hxu_dsn17'></a></html> "Concolic Execution on Small-Size Binaries: Challenges and Empirical Study," **Hui Xu**, Yangfan Zhou, Yu Kang and Michael R. Lyu, //in Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks. (DSN 2017)//, Denver, CO, USA, June 26-29, 2017, pp. 181-188.\\ {{:conference:hxu_dsn17.pdf|Paper}} [<color black/aqua>SE</color>]\\ \\ 
-  - <html><a name='hxu_cpss16'></a></html>"N-version Obfuscation," **Hui Xu**, Yangfan Zhou and Michael R. Lyu, //in Proceedings of the 2nd ACM Cyber-Physical System Security Workshop (CPSS 2016)//, Xi'an, China, May 30, 2016, pp. 22-33.\\ {{:conference:hxu_cpss2016.pdf|Paper}} [<color black/aqua>SE</color>]\\ \\ 
-  - <html><a name='hxu_issre2015'></a></html>"SpyAware: Investigating the Privacy Leakage Signatures in App Execution Traces," **Hui Xu**, Yangfan Zhou, Cuiyun Gao, Yu Kang, and Michael R. Lyu, //in Proceedings of the 26th International Sysposium on Software Reliability Engineering (ISSRE 2015)//, Washington DC, USA, November 2-5, 2015.\\ {{:conference:hxu_issre15.pdf|Paper}} [<color black/aqua>SE</color>]\\ \\ 
-  - <html><a name='ivce2012'></a></html>"AR-Tracker: Track the Dynamics of Mobile Apps via User Review Mining," Cuiyun Gao, **Hui Xu**, Junjie Hu, and Yangfan Zhou,  //in proc. the 2015 International Workshop on Internet based Virtual Computing Environment (IVCE 2015)//, San Francisco, USA, 2015.\\ {{:conference:cygao_ivce2015.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='soups2014'></a></html> "Towards Continuous and Passive Authentication via Touch Biometrics: An Experimental Study on Smartphones," **Hui Xu**, Yangfan Zhou, and M.R. Lyu, //in Proceedings of the USENIX Symposium on Usable Privacy and Security (SOUPS 2014), //Menlo Park, CA, USA, July 9-11, 2014, pp. 187-198. \\  {{:conference:soups14-paper-xu.pdf|Paper}} [<color black/aqua >SE</color>] \\ \\ 
 +===== ZHANG, Jianping (張健平) =====
 +{{:students:jianpingzhang.jpg?120 }} PhD student: 2020 ~ Present \\ URL: http://www.cse.cuhk.edu.hk/~jpzhang \\ Email: <jpzhang@cse.cuhk.edu.hk> \\ \\
 +
 +=== Thesis: ===
-===== Gao, Cuiyun (高翠芸)    ===== 
-{{:students:cygao.jpg?120 }}  Graduated in 2018 \\ URL: http://www.cse.cuhk.edu.hk/~cygao\\ Email: <cygao@cse.cuhk.edu.hk>  
-=== Thesis: ===  
-"User Review Mining for Assisting App Development" {{:thesis:cygao_thesis.pdf|Thesis}} {{:presentation:presentation_cygao.pdf|Presentation}} 
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='cygao_icse19'></a></html> "Emerging App Issue Identification from User Feedback: Experience on WeChat," **Cuiyun Gao**, Wujie Zheng, Yuetang Deng, David Lo, Jichuan Zeng, M.R. Lyu, Irwin King, //in Proceedings of the ACM/IEEE 41th International Conference on Software Engineering Companion (ICSE 2019-C)//, Montreal, Canada, May 25-31, 2019. \\ {{:conference:cygao_icse19.pdf|Paper}} [<color black/aqua >SE</color>] \\ \\ 
-  - <html><a name='cygao_fse18'></a></html> "INFAR: Insight Extraction from App Reviews," **Cuiyun Gao**, Jichuan Zeng, David Lo, Chin-Yew Lin, M. R.Lyu, Irwin King, //in Proceedings of the 26th ACM Symposium on the Foundations of Software Engineering (FSE 2018 demo track)//, Florida, United States, November 4-9, 2018. \\ {{:conference:cygao_fse18.pdf|Paper}} [<color black/aqua >SE</color>] \\ \\ 
-  - <html><a name='cygao_icse18'></a></html> "Online App Review Analysis for Identifying Emerging Issues," **Cuiyun Gao**, Jichuan Zeng, M.R. Lyu, Irwin King //in Proceedings of the ACM/IEEE 40th International Conference on Software Engineering Companion (ICSE 2018)//, Gothenburg, Sweden, May 27-June 3, 2018, pp. 48-58. \\ {{:conference:cygao_icse18_final.pdf|Paper}} [<color black/aqua >SE</color>] \\ \\ 
-  - <html><a name='cygao_icse17'></a></html> "IntelliAd: assisting mobile app developers in measuring ad costs automatically," **Cuiyun Gao**, Yichuan Man, Hui Xu, Jieming Zhu, Yangfan Zhou, M.R. Lyu, //in Proceedings of the ACM/IEEE 39th International Conference on Software Engineering Companion (ICSE-C 2017)//, Buenos Aires, Argentina, May 20-28, 2017, pp. 253-255. \\ {{:conference:cygao_ICSE17.pdf|Paper}} [<color black/aqua >SE</color>] \\ \\ 
-  - <html><a name='cygao_issre2015'></a></html>"PAID: Proritizing App Issues for Developers by Tracking User Reviews Over Versions," **Cuiyun Gao**, Baoxiang Wang, Pinjia He, Jieming Zhu, Yangfan Zhou, and Michael R. Lyu, //in Proceedings of the 26th International Sysposium on Software Reliability Engineering (ISSRE 2015)//, Washington DC, USA, November 2-5, 2015.\\ {{:conference:cygao_issre2015.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='ivce2012'></a></html>"AR-Tracker: Track the Dynamics of Mobile Apps via User Review Mining," **Cuiyun Gao**, Hui Xu, Junjie Hu, and Yangfan Zhou,  //in proc. the 2015 International Workshop on Internet based Virtual Computing Environment (IVCE 2015)//, San Francisco, USA, 2015.\\ {{:conference:cygao_ivce2015.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-===== He, Pinjia (贺品嘉)   ===== +===== WANG, Wenxuan (王文軒) ===== 
-{{:students:pjhe.jpg?120 }} PhD student: Grauduated in 2018 \\ URL: http://www.cse.cuhk.edu.hk/~pjhe\\ Email: <pjhe@cse.cuhk.edu.hk>  +{{:students:wenxuanwang.jpg?120 }} PhD student: 2020 ~ Present \\ URL: https://scholar.google.com/citations?user=4v5x0bUAAAAJ&hl=en \\ Email: <wxwang@cse.cuhk.edu.hk> \\ \\  
-=== Thesis: ===  + 
-“Automated Runtime Data Analysis for System Reliability Management” {{:presentation:presentation_pjhe_final.ppt|Presentation}}{{:thesis:thesis_pjhe.pdf|Thesis}}+=== Thesis: ===
=== Journal Paper === === Journal Paper ===
-  - <html><a name='pjhe_tdsc18'></a></html> "Towards Automated Log Parsing for Large-Scale Log Data Analysis," **Pinjia He**, Jieming Zhu, Shilin He, Jian Li, and M.R. Lyu, // IEEE Transactions on Dependable and Secure Computing. (TDSC)//, (accepted in 2017), vol.15, no.6, 2018, pp.931-944. \\ {{:journal:pjhe_tdsc18.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\+
=== Conference Paper === === Conference Paper ===
-  - <html><a name='pjhe_ase18'></a></html> "Characterizing the Natural Language Descriptions in Software Logging Statements," **Pinjia He**, Zhuangbin Chen, Shilin He, M. R.Lyu, //in Proceedings of the 2018 ACM/IEEE International Conference on Automated Software Engineering (ASE 2018)//, Montpellier, France, September 3-7, 2018. \\ {{:conference:pjhe_ase18.pdf|Paper}} [<color black/aqua >SE</color>] \\ \\ 
-  - <html><a name='pjhe_icws17'></a></html> "Drain: An Online Log Parsing Approach with Fixed Depth Tree," Pinjia He, Jieming Zhu, Zibin Zheng, and **Michael R. Lyu**, //in Proceedings of the 24th International Conference on Web Services (ICWS 2017)//, Honolulu, HI, USA, June 25-30, 2017, pp. 33-40.\\ {{:conference:pjhe_icws17.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='pjhe_dsn16'></a></html>"An Evaluation Study on Log Parsing and Its Use in Log Mining," **Pinjia He**, Jieming Zhu, Shilin He, Jian Li and Michael R. Lyu, //in Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks. 
-(DSN 2016)//, Toulouse, France, June 28-July 1st, 2016, pp.654-661.\\ {{:conference:pjhe_dsn2016.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='icse2015'></a></html> "Learning to Log: Helping Developers Make Informed Logging Decisions," Jieming Zhu,  **Pinjia He**,  Qiang Fu,  Hongyu Zhang, M.R. Lyu, and Dongmei Zhang, //in Proceedings of the ACM/IEEE 32nd International Conference on Software Engineering (ICSE 2015)//, Florence, Italy, May 16-24, 2015. \\ {{:publications:jmzhu_icse2015.pdf|Paper}}  [<color black/aqua >SE</color>] \\ \\ 
-  - <html><a name='icws2015'></a></html> "A Privacy-Preserving QoS Prediction Framework for Web Service Recommendation," Jieming Zhu, **Pinjia He**, Zibin Zheng, and M.R. Lyu, //in Proceedings of the 22nd IEEE Conference on Web Services (ICWS 2015), //New York, USA, June 27--July 2, 2014. \\ {{:publications:jmzhu_icws2015.pdf|Paper}}  [<color black/yellow>DS</color>] \\ \\ 
-  - <html><a name='icdcs2014'></a></html> "Towards Online, Accurate, and Scalable QoS Prediction for Runtime Service Adaptation," Jieming Zhu, **Pinjia He**, Zibin Zheng, and M.R. Lyu, //in Proceedings of the 34th International Conference on Distributed Computing Systems (ICDCS 2014), // Madrid, Spain, June 30--July 3, 2014, pp. 318-327. \\ {{:conference:jmzhu_icdcs2014.pdf|Paper}} {{:publications:jmzhu_icdcs2014_slides.ppt|Presentation}}  [<color black/yellow>DS</color>] \\ \\ 
-  - <html><a name='ijcnn2014'></a></html> "Exploiting Homophily-based Implicit Social Network to Improve Recommendation Performance," Tong Zhao, Junjie Hu, **Pinjia He**, Hang Fan, M.R. Lyu, and Irwin King, //in Proceedings of the 2014 International Joint Conference on Neural Networks (IJCNN 2014)//, Beijing, China, July 6-11, 2014, pp. 2539-2547. \\  {{:conference:tzhao2014.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='icws2014'></a></html> "Location-based Hierarchical Matrix Factorization for Web Service Recommendation," **Pinjia He**, Jieming Zhu, Zibin Zheng, Jianlong Xu, and M.R. Lyu, //in Proceedings of the 21st IEEE Conference on Web Services (ICWS 2014), //Alaska, USA, June 27--July 2, 2014, pp. 297-304. \\ {{:publications:pjhe_icws2014.pdf|Paper}}  [<color black/yellow>DS</color>] \\ \\ 
-  - <html><a name='ivce2014'></a></html> "A Hierarchical Matrix Factorization Approach for Location-based Web Service QoS Prediction," **Pinjia He**, Jieming Zhu, Jianlong Xu, and M.R. Lyu, //in Proceedings of the 8th IEEE International Symposium on Service-Oriented System Engineering (SOSE 2014), //Oxford, UK, April 7-10, 2014, pp. 290-295. \\    {{:publications:pjhe_ivce2014.pdf|Paper}} {{:publications:pjhe_ivce2014_slides.ppt|Presentation}} [<color black/yellow>DS</color>] \\ \\ 
-===== Chen, Xixian (陈锡显)   ===== + 
-{{:students:xxchen.jpg?120 }} PhD student: Graduated in 2018 \\ URL: http://www.cse.cuhk.edu.hk/~xxchen\\ Email: <xxchen@cse.cuhk.edu.hk>  +====== Graduated Ph.D. Students ======= 
-=== Thesis: ===  + 
-“Randomized Algorithms for Machine Learning” {{:thesis:thesis_xxchen.pdf|Thesis}} {{:presentation:presentation_xxchen_new.pdf|Presentation}}+===== HE, Shilin (何世林) ===== 
 +{{:students:shilinhe.jpg?120 }} Graduated in 2020 \\ Researcher, Microsoft Research Asia, China \\ URL: https://shilinhe.github.io/ \\ Email: <slhe@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: === 
 + 
 +"Interpretability Driven Intelligent Software Reliability Engineering" {{:thesis:thesis_shilinhe.pdf|Thesis}} {{:thesis:presentation_shilinhe.pdf|Presentation}} \\ \\
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='xxchen_uai17'></a></html> "FROSH: FasteR Online Sketching Hashing," **Xixian Chen**, Irwin King, M. R. Lyu, // in Proceedings of the 2017 International Conference on Uncertainty in Artificial Intelligence (UAI 2017)//, Sydney, Australia, August 11–15, 2017. \\ {{:conference:xxchen_uai17.pdf|Paper}} {{:conference:xxchen_uai17appendix.pdf|Appendix}} {{:conference:xxchen_uai17poster.pdf|Poster}} {{:conference:xxchen_uai17slides.pdf|Slides}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='xxchen_icml17'></a></html> "Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data," **Xixian Chen**, M. R. Lyu, Irwin King, // in Proceedings of the 34th International Conference on Machine Learning (ICML 2017)//, Sydney, Australia, August 06–11, 2017, pp. 767-776. \\ {{:conference:xxchen_icml17.pdf|Paper}} {{:conference:xxchen_icml17appendix.pdf|Appendix}} {{:conference:xxchen_icml17poster.pdf|Poster}} {{:conference:xxchen_icml17slides.pdf|Slides}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='ijcai2015'></a></html> "Training-Efficient Feature Map for Shift-Invariant Kernels," **Xixian Chen**, Haiqin Yang, Irwin King, and M.R. Lyu, // in Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI 2015)//, Buenos Aires, Argentina, July 25–31, 2015, pp. 3395-3401. \\  {{:conference:xxchen_ijcai15.pdf|Paper}} {{:conference:xixian_ijcai15_poster.pdf|Poster}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='she_emnlpijcnlp2019_towards'></a></html> "Towards Understanding Neural Machine Translation with Word Importance," **Shilin He**, Zhaopeng Tu, Xing Wang, Longyue Wang, Michael R. Lyu, Shuming Shi, //in Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP/IJCNLP2019),// pp. 953-962, Hong Kong, China, November 3 - November 7, 2019. \\ {{:conference:she_emnlpijcnlp2019_towards.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='she_esecfse2018_identifying'></a></html> "Identifying Impactful Service System Problems via Log Analysis," **Shilin He**, Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, Michael R. Lyu, Dongmei Zhang, //in Proceedings of the 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2018),// pp. 60-70, Lake Buena Vista, USA, November 4 - November 9, 2018. \\ {{:conference:she_esecfse2018_identifying.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='she_issre2016_experience'></a></html> "Experience Report: System Log Analysis for Anomaly Detection," **Shilin He**, Jieming Zhu, Pinjia He, Michael R. Lyu, //in Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering (ISSRE2016),// pp. 207-218, Ottawa, Canada, October 23 - October 27, 2016. \\ <color red>**ISSRE 2019 30-Year Most Influential Papers**</color> \\ {{:conference:she_issre2016_experience.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +
 +===== LI, Jian (李建) =====
 +{{:students:jianli.jpg?120 }} Graduated in 2020 \\ Researcher, Huawei Noah's Ark Lab, China \\ URL: http://www.cse.cuhk.edu.hk/~jianli \\ Email: <jianli@cse.cuhk.edu.hk> \\ \\
 +
 +=== Thesis: ===
 +
 +"Effective Attention Mechanisms for Sequence Learning" {{:thesis:thesis_jianli.pdf|Thesis}} {{:thesis:presentation_jianli.pdf|Presentation}} \\ \\
-===== Zhao, Shenglin (赵胜林)    ===== 
-{{:students:shenglin.png?120 }}  PhD student: Graduated in 2017 \\ URL: http://www.cse.cuhk.edu.hk/~slzhao\\ Email: <slzhao@cse.cuhk.edu.hk>  
-=== Thesis: ===  
-“Point-of-interest Recommendation in Location-based Social Networks” {{:presentation:presentation_slzhao_final.ppt|Presentation}}{{:thesis:thesis_slzhao.pdf|Thesis}} 
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='slzhao_sigir17'></a></html> "Personalized Sequential Check-In Prediction: Beyond Geographical and Temporal Contexts," **Shenglin Zhao**, Xixian Chen, Irwin King, M. R. Lyu, // in Proceedings of the 2018 IEEE International Conference on Multimedia and Expo (ICME 2018)//, San Diego, USA, July 23-27, 2018.\\ {{:conference:slzhao_icme18.pdf|Paper}} [<color black/lime >MM</color>] \\ \\ 
-  - <html><a name='slzhao_sigir17'></a></html> "Mining Business Opportunities from Location-based Social Networks," **Shenglin Zhao**, Irwin King, M. R. Lyu, Jia Zeng, Mingxuan Yuan, // in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017 short)//, Tokyo, Japan, August 07–11, 2017, pp. 1037-1040. \\ {{:conference:slzhao_sigir17.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='slzhao_www17'></a></html> "Geo-Teaser: Geo-Temporal Sequential Embedding Rank for Point-of-interest Recommendation," **Shenglin Zhao**, Tong Zhao, Irwin King, M.R. Lyu, // in Proceedings of the 26th  International Conference on World Wide Web Companion (WWW 2017 Companion)//, Perth, Australia, April 03–07, 2017, pp. 153-162. \\ {{:conference:slzhao_www17.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='slzhao_iconip16'></a></html>"Aggregated Temporal Tensor Factorization Model for Point-of-interest Recommendation," **Shenglin Zhao**, Michael R. Lyu, and Irwin King, //in Proceedings of the 23rd International Conference on Neural Information Processing (ICONIP2016)//, Kyoto, Japan, October 16-21, 2016, pp. 450-458. \\ {{:conference:slzhao_iconip16.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\ 
-  - <html><a name='slzhao_aaai16'></a></html> "STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation," **Shenglin Zhao**, Tong Zhao, Haiqin Yang, M.R. Lyu,Irwin King, // in Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI 2016)//, Phoenix, Arizona USA, February 12–17, 2016, pp. 315-321. \\ {{:conference:slzhao_aaai16.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='iconip2013'></a></html> "Capturing Geographical Influence in POI Recommendations," **Shenglin Zhao**, Irwin King, and M.R. Lyu, //in Proceedings of the 20th International Conference on Neural Information Processing (ICONIP2013)//, Daegu, Korea, November 3-7, 2013, pp. 530-537. \\ {{:publications:shenlin_iconip13.pdf|Paper}}  [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='jli_aaai2020_neuron'></a></html> "Neuron Interaction Based Representation Composition for Neural Machine Translation," **Jian Li**, Xing Wang, Baosong Yang, Shuming Shi, Michael R. Lyu, Zhaopeng Tu, //in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI2020),// pp. 8204-8211, New York, USA, February 7 - February 12, 2020. \\ {{:conference:jli_aaai2020_neuron.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jli_naaclhlt2019_information'></a></html> "Information Aggregation for Multi-Head Attention with Routing-by-Agreement," **Jian Li**, Baosong Yang, Zi-Yi Dou, Xing Wang, Michael R. Lyu, Zhaopeng Tu, //in Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT2019),// pp. 3566-3575, Minneapolis, USA, June 2 - June 7, 2019. \\ {{:conference:jli_naaclhlt2019_information.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jli_emnlp2018_multi-head'></a></html> "Multi-Head Attention with Disagreement Regularization," **Jian Li**, Zhaopeng Tu, Baosong Yang, Michael R. Lyu, Tong Zhang, //in Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP2018),// pp. 2897-2903, Brussels, Belgium, October 31 - November 4, 2018. \\ {{:conference:jli_emnlp2018_multi-head.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jli_ijcai2018_code'></a></html> "Code Completion with Neural Attention and Pointer Networks," **Jian Li**, Yue Wang, Michael R. Lyu, Irwin King, //in Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI2018),// pp. 4159-4165, Stockholm, Sweden, July 13 - July 19, 2018. \\ {{:conference:jli_ijcai2018_code.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jli_qrs2017_software'></a></html> "Software Defect Prediction via Convolutional Neural Network," **Jian Li**, Pinjia He, Jieming Zhu, Michael R. Lyu, //in Proceedings of the 2017 IEEE International Conference on Software Quality, Reliability and Security (QRS2017),// pp. 318-328, Prague, Czech Republic, July 25 - July 29, 2017. \\ {{:conference:jli_qrs2017_software.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +
 +===== ZENG, Jichuan (曾紀川) =====
 +{{:students:jichuanzeng.jpg?120 }} Graduated in 2019 \\ Researcher, ByteDance Cooperation, China \\ URL: https://zengjichuan.github.io/ \\ Email: <jczeng@cse.cuhk.edu.hk> \\ \\
 +
 +=== Thesis: ===
 +
 +"Latent Variable Modeling for Natural Language Understanding" {{:thesis:thesis_jichuanzeng.pdf|Thesis}} {{:thesis:presentation_jichuanzeng.pdf|Presentation}} \\ \\
-===== Zhang, Hongyi (张弘毅)  ===== 
-{{:students:zhy.jpg?120 }} Graduated in 2017\\ URL: http://www.cse.cuhk.edu.hk/~hyzhang\\ Email: <hyzhang@cse.cuhk.edu.hk>  
-=== Thesis: ===  
-“Modeling the Relationship between Links and Communities for Overlapping Community” {{:presentation:yhong_presentation.pdf|Presentation}}{{:thesis:hongyi_thesis.pdf|Thesis}} 
=== Journal Paper === === Journal Paper ===
-  - <html><a name='hyzhang_snam18'></a></html> "Overlapping community detection with preference and locality information: a non-negative matrix factorization approach," **Hongyi Zhang**, Xingyu Niu, Irwin King, and M.R. Lyu, // Social Network Analysis and Mining. (SNAM)//, 8, no.1(2018):43. \\ {{:journal:hyzhang_snam18.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\+ 
 +  - <html><a name='jzeng_tacl2019_what'></a></html> "What You Say and How You Say It: Joint Modeling of Topics and Discourse in Microblog Conversations," **Jichuan Zeng**, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King, //Transactions of the Association for Computational Linguistics (TACL),// vol. 7, pp. 267-281, 2019. \\ {{:journal:jzeng_tacl2019_what.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
=== Conference Paper === === Conference Paper ===
-  - <html><a name='xyniu_adma17'></a></html> "From Mutual Friends to Overlapping Community Detection: A Non-negative Matrix Factorization Approach," Xinyu Niu, **Hongyi Zhang**, M. R. Lyu, and Irwin King, // in International Conference on Advanced Data Mining and Applications (ADMA 2017)//, pp. 180-194. Springer, Cham, 2017. \\ {{:conference:xyniu_adma17.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\ 
-  - <html><a name='hyzhang_ijcai16'></a></html> "Modeling the Homophily Effect between Links and Communities for Overlapping Community Detection," **Hongyi Zhang**, Tong Zhao, Irwin King, M.R. Lyu, // in Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI 2016)//,  New York City, USA, July 9–15, 2016. \\ {{:conference:hyzhang_ijcai16.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='ijcai2015'></a></html> "Exploiting k-Degree Locality to Improve Overlapping Community Detection," **Hongyi Zhang**, M.R. Lyu, and Irwin King, // in Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI 2015)//, Buenos Aires, Argentina, July 25–31, 2015, pp. 2394-2400. \\ {{:conference:hyzhang_ijcai15.pdf|Paper}} {{:conference:hyzhang_ijcai15_poster.pdf|Poster}} {{:presentation:hyzhang_ijcai15_slides.ppt|Presentation}}  [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='aaai2015'></a></html> "Incorporating Implicit Link Preference Into Overlapping Community Detection," **Hongyi Zhang**, M.R. Lyu, and Irwin King, // in Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI 2015)//, Austin Texas, USA, January 25–30, 2015, pp. 396-402. \\ {{:conference:hyzhang_aaai15.pdf|Paper}} {{:conference:hyzhang_aaai15_poster.pdf|Poster}}  [<color black/fuchsia>ML</color>] \\ \\ 
-===== Kang, Yu (康昱)   ===== +  - <html><a name='jzeng_acldemo2020_photon'></a></html> "Photon: A Robust Cross-Domain Text-to-SQL System," **Jichuan Zeng**, Xi Victoria Lin, Steven C. H. Hoi, Richard Socher, Caiming Xiong, Michael R. Lyu, Irwin King, //in Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations (ACL:Demo2020),// pp. 204-214, Online, USA, Jul 5, 2020 - Jul 10, 2020. \\ {{:conference:jzeng_acldemo2020_photon.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-{{:student:ykang.jpg?120 }} Graduated in 2016\\ URL: http://www.cse.cuhk.edu.hk/~ykang\\ Email: <ykang@cse.cuhk.edu.hk>  +  - <html><a name='jzeng_www2020_what'></a></html> "What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process," **Jichuan Zeng**, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King, //in Proceedings of The Web Conference 2020 (WWW2020),// pp. 1502-1513, Taipei, Taiwan, April 20 - April 25, 2020. \\ {{:conference:jzeng_www2020_what.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
-=== Thesis: ===  +  - <html><a name='jzeng_emnlp2018_topic'></a></html> "Topic Memory Networks for Short Text Classification," **Jichuan Zeng**, Jing Li, Yan Song, Cuiyun Gao, Michael R. Lyu, Irwin King, //in Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP2018),// pp. 3120-3131, Brussels, Belgium, October 31 - November 4, 2018. \\ {{:conference:jzeng_emnlp2018_topic.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-“Performance Diagnosis of Cloud-Based Mobile Applications” {{:presentation:ykang_presentation.ppt|Presentation}} {{:thesis:kangyu_thesis.pdf|Thesis}}+ 
 +===== SU, Yuxin (蘇玉鑫) ===== 
 +{{:students:yuxinsu.jpg?120 }} Graduated in 2019 \\ Postdoctoral fellow, The Chinese University of Hong Kong, China \\ URL: http://www.cse.cuhk.edu.hk/~yxsu \\ Email: <yxsu@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: === 
 + 
 +"Distributed Distance Learning Algorithms and Applications" {{:thesis:thesis_yuxinsu.pdf|Thesis}} {{:thesis:presentation_yuxinsu.pdf|Presentation}} \\ \\  
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='ykang_fse16'></a></html>"DiagDroid: Android Performance Diagnosis via Anatomizing Asynchronous Executions," **Yu Kang**, Yangfan Zhou, Hui Xu and Michael R. Lyu, //in Proceedings of the 24th ACM SIGSOFT International Symposium on the Foundations of Software Engineering (FSE 2016)//, Seattle, WA, USA. November 13-18, 2016, pp.410-421.\\ {{:conference:ykang_fse16.pdf|Paper}} [<color black/aqua>SE</color>]\\ \\ 
-  - <html><a name='ykang_issre16'></a></html>"Experience Report: Detecting Poor-Responsive UI in Android Applications," **Yu kang**, Yangfan Zhou, Min Gao, Yixia Sun,and Michael R. Lyu, //in Proceedings of the 27th International Sysposium on Software Reliability Engineering (ISSRE 2016)//, Ottawa, Canada, October 23-27, 2016, pp. 490-501.\\ {{:conference:ykang_issre16.pdf|Paper}} [<color black/aqua>SE</color>]\\ \\ 
-  - <html><a name='ivce2015'></a></html>"Dependability Issues of Android Games: A First Look via Software Analysis," Jiaojiao Fu, Yangfan Zhou, and **Yu Kang**  //in proc. the 2015 International Workshop on Internet based Virtual Computing Environment (IVCE 2015)//, San Francisco, USA, 2015.\\ {{:conference:jjfu_ivce2015.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='cloud2012b'></a></html>“A Latency-aware Co-deployment Mechanism for Cloud-based Services,” **Yu Kang**, Zibin Zheng, and M.R. Lyu,  //in Proc. 5th IEEE International Conference on Cloud Computing (CLOUD 2012)//, Applications and Experience Track, Hawaii, US, June 24-29, 2012. pp. 630 - 637. {{:publications:cloud2012-yukang.pdf|Paper}} {{:presentation:kang_yu-cloud2012.ppt|Presentation}} [<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='icws2012'></a></html>“WSP: A Network Coordinate based Web Service Positioning Framework for Response Time Prediction,” Jieming Zhu, **Yu Kang**, Zibin Zheng, and M.R. Lyu,  //in Proc. 10th IEEE International Conference on Web Services (ICWS 2012)//, Research Track, Hawaii, US, June 24-29, 2012, pp. 90-97.  {{:paper:2012-icws.pdf|Paper}} {{:presentation:2012-icws.ppt|Presentation}}[<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='cloud2011'></a></html>"A User Experience-based Cloud Service Redeployment Mechanism," **Yu Kang**, Yangfan Zhou, Zibin Zheng, and M.R. Lyu, //in Proceedings of the 4th IEEE International Conference on Cloud Computing (CLOUD 2011)//, Research Track, Washington D.C. US, July 4-9, 2011, pp.227-234.  {{:publications:a_user_experience-based_cloud_service_redeployment_mechanism.pdf|Paper}} {{:presentation:a_user_experience-based_cloud_service_redeployment_mechanism_.ppt|Presentation}} [<color black/yellow>DS</color>]  \\ \\ 
-===== Cheng, Chen (程陈)   ===== +  - <html><a name='ysu_ijcai2019_parallel'></a></html> "Parallel Wasserstein Generative Adversarial Nets with Multiple Discriminators," **Yuxin Su**, Shenglin Zhao, Xixian Chen, Irwin King, Michael R. Lyu, //in Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI2019),// pp. 3483-3489, Macao, China, August 10 - August 16, 2019. \\ {{:conference:ysu_ijcai2019_parallel.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-{{:students:img_0017face.jpg?120 }} Graduated in 2015  \\ URL: http://www.cse.cuhk.edu.hk/~ccheng\\ Email: <ccheng@cse.cuhk.edu.hk>  +  - <html><a name='ysu_cikm2018_communication-efficient'></a></html> "Communication-Efficient Distributed Deep Metric Learning with Hybrid Synchronization," **Yuxin Su**, Michael R. Lyu, Irwin King, //in Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM2018),// pp. 1463-1472, Torino, Italy, October 22 - October 26, 2018. \\ {{:conference:ysu_cikm2018_communication-efficient.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-=== Thesis: ===  +  - <html><a name='ysu_sigir2017_learning'></a></html> "Learning to Rank Using Localized Geometric Mean Metrics," **Yuxin Su**, Irwin King, Michael R. Lyu, //in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2017),// pp. 45-54, Tokyo, Japan, August 7 - August 11, 2017. \\ {{:conference:ysu_sigir2017_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-"Recommendation Systems for Mobile Location Based Service" {{:presentation:ccheng_presentation.pdf|Presentation}} {{:thesis:ccheng_thesis.pdf|Thesis}}////+  - <html><a name='ysu_ijcnn2016_distributed'></a></html> "Distributed Information-Theoretic Metric Learning in Apache Spark," **Yuxin Su**, Haiqin Yang, Irwin King, Michael R. Lyu, //in Proceedings of the 2016 IEEE International Joint Conference on Neural Networks (IJCNN2016),// pp. 3306-3313, Vancouver, Canada, July 24 - July 29, 2016. \\ {{:conference:ysu_ijcnn2016_distributed.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + 
 +===== YU, Xiaotian (余曉填) ===== 
 +{{:students:xiaotianyu.jpg?120 }} Graduated in 2019 \\ Big Data Director, Intellifusion, China \\ URL: https://scholar.google.com.hk/citations?user=LHgchLkAAAAJ&hl=en \\ Email: <xtyu@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: === 
 + 
 +"Efficient Learning in Stochastic Bandits" {{:thesis:thesis_xiaotianyu.pdf|Thesis}} {{:thesis:presentation_xiaotianyu.pdf|Presentation}} \\ \\  
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='recsys2014'></a></html> "Gradient Boosting Factorization Machines," **Chen Cheng**, Fen Xia, Tong Zhang, Irwin King, and M.R. Lyu, //in Proceedings of the 8th ACM Conference on Recommender Systems (RecSys 2014)//, Silicon Valley, USA, October 6-10, 2014. \\  {{:conference:ccheng_recsys14.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='ijcai2013'></a></html> "Where You Like to Go Next: Successive Point-of-Interest Recommendation," **Chen Cheng**, Haiqin Yang, M.R. Lyu, and Irwin King, //in Proceedings of the 23rd International Joint Conference on Articial Intelligence (IJCAI 2013)//, Beijing, China, August 3-9, 2013, pp. 2605-2611. \\ {{:publications:ccheng_IJCAI13.pdf|Paper}}  [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='aaai2012'></a></html> "Fused Matrix Factorization with Geographical and Social In?uence in Location-based Social Networks", **Chen Cheng**, Haiqin Yang, Irwin King, and M.R. Lyu, // In Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI-12)//,  Toronto, Ontario, Canada, July 22 - 26, 2012.  {{:conference:cheng-aaai12.pdf|Paper}} {{:presentation:aaai12-presentation.ppt|Presentation}} {{:publications:aaai_postercc.ppt|Poster}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='xyu_uai2018_pure'></a></html> "Pure Exploration of Multi-Armed Bandits with Heavy-Tailed Payoffs," **Xiaotian Yu**, Han Shao, Michael R. Lyu, Irwin King, //in Proceedings of the 34th Conference on Uncertainty in Artificial Intelligence (UAI2018),// pp. 937-946, Monterey, USA, August 6 - August 10, 2018. \\ {{:conference:xyu_uai2018_pure.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xyu_ijcai2018_a'></a></html> "A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization," **Xiaotian Yu**, Irwin King, Michael R. Lyu, Tianbao Yang, //in Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI2018),// pp. 3040-3046, Stockholm, Sweden, July 13 - July 19, 2018. \\ {{:conference:xyu_ijcai2018_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xyu_icdm2017_risk'></a></html> "Risk Control of Best Arm Identification in Multi-Armed Bandits via Successive Rejects," **Xiaotian Yu**, Irwin King, Michael R. Lyu, //in Proceedings of the 17th IEEE International Conference on Data Mining (ICDM2017),// pp. 1147-1152, New Orleans, USA, November 18 - November 21, 2017. \\ {{:conference:xyu_icdm2017_risk.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xyu_aaai2017_cbrap'></a></html> "CBRAP: Contextual Bandits with RAndom Projection," **Xiaotian Yu**, Michael R. Lyu, Irwin King, //in Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI2017),// pp. 2859-2866, San Francisco, USA, February 4 - February 9, 2017. \\ {{:conference:xyu_aaai2017_cbrap.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xyu_ijcnn2016_online'></a></html> "Online Non-Negative Dictionary Learning via Moment Information for Sparse Poisson Coding," **Xiaotian Yu**, Haiqin Yang, Irwin King, Michael R. Lyu, //in Proceedings of the 2016 IEEE International Joint Conference on Neural Networks (IJCNN2016),// pp. 5094-5101, Vancouver, Canada, July 24 - July 29, 2016. \\ {{:conference:xyu_ijcnn2016_online.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +
 +===== XU, Hui (徐輝) =====
 +{{:students:huixu.jpg?120 }} Graduated in 2018 \\ Assistant Professor, Fudan University, China \\ URL: http://www.cse.cuhk.edu.hk/~hxu \\ Email: <hxu@cse.cuhk.edu.hk> \\ \\
 +
 +=== Thesis: ===
 +
 +"Software Obfuscation with Layered Security" {{:thesis:thesis_huixu.pdf|Thesis}} {{:thesis:presentation_huixu.pdf|Presentation}} \\ \\
-===== Zhu, Jieming (朱杰明)  ===== 
-{{:student:jmzhu1.jpg?120 }} Graduated in 2016  \\ URL: http://www.cse.cuhk.edu.hk/~jmzhu\\ Email: <jmzhu@cse.cuhk.edu.hk>  
-=== Thesis: ===  
-"Data-Driven Quality Management of Online Service Systems" {{:presentation:jmzhu_presentation.pdf|Presentation}}{{:thesis:jmzhu_thesis.pdf|Thesis}}//// 
=== Journal Paper === === Journal Paper ===
-  - <html><a name='tpds2017'></a></html> "Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization," **Jieming Zhu**, Pinjia He, Zibin Zheng, and M.R. Lyu, //IEEE Transactions on Parallel and Distributed systems. (TPDS)//, vol.28, issue.10, 2017, pp.2911-2924. \\ {{:journal:jmzhu_tpds2017.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\+ 
 +  - <html><a name='hxu_cybersecurity2020_layered'></a></html> "Layered Obfuscation: A Taxonomy of Software Obfuscation Techniques for Layered Security," **Hui Xu**, Yangfan Zhou, Jiang Ming, Michael R. Lyu, //Cybersecurity (CYBERSECURITY),// vol. 3, no. 9, pp. 1-18, 2020. \\ {{:journal:hxu_cybersecurity2020_layered.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='hxu_tdsc2018_benchmarking'></a></html> "Benchmarking the Capability of Symbolic Execution Tools with Logic Bombs," **Hui Xu**, Zirui Zhao, Yangfan Zhou, Michael R. Lyu, //IEEE Transactions on Dependable and Secure Computing (TDSC),// Accepted for Publication, 2018. \\ {{:journal:hxu_tdsc2018_benchmarking.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='hxu_securpriv2016_assessing'></a></html> "Assessing the Security Properties of Software Obfuscation," **Hui Xu**, Michael R. Lyu, //IEEE Security and Privacy (SECURPRIV),// vol. 14, no. 5, pp. 80-83, 2016. \\ {{:journal:hxu_securpriv2016_assessing.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
=== Conference Paper === === Conference Paper ===
-  - <html><a name='jmzhu_icws17'></a></html> "CARP: Context-Aware Reliability Prediction of Black-Box Web Services," **Jieming Zhu**, Pinjia He, Qi Xie, Zibin Zheng, and Michael R. Lyu, //in Proceedings of the 24th International Conference on Web Services (ICWS 2017)//, Honolulu, HI, USA, June 25-30, 2017, pp. 17-24.\\ {{:conference:jmzhu_icws17.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='icse2015'></a></html> "Learning to Log: Helping Developers Make Informed Logging Decisions," **Jieming Zhu**,  Pinjia He,  Qiang Fu,  Hongyu Zhang, M.R. Lyu, and Dongmei Zhang, //in Proceedings of the ACM/IEEE 32nd International Conference on Software Engineering (ICSE 2015)//, Florence, Italy, May 16-24, 2015. \\ {{:publications:jmzhu_icse2015.pdf|Paper}}  [<color black/aqua >SE</color>] \\ \\ 
-  - <html><a name='icws2015'></a></html> "A Privacy-Preserving QoS Prediction Framework for Web Service Recommendation," **Jieming Zhu**, Pinjia He, Zibin Zheng, and M.R. Lyu, //in Proceedings of the 22nd IEEE Conference on Web Services (ICWS 2015), //New York, USA, June 27--July 2, 2014. \\ {{:publications:jmzhu_icws2015.pdf|Paper}}  [<color black/yellow>DS</color>] \\ \\ 
-  - <html><a name='icdcs2014'></a></html> "Towards Online, Accurate, and Scalable QoS Prediction for Runtime Service Adaptation," **Jieming Zhu**, Pinjia He, Zibin Zheng, and M.R. Lyu, //in Proceedings of the 34th International Conference on Distributed Computing Systems (ICDCS 2014), // Madrid, Spain, June 30--July 3, 2014, pp. 318-327. \\ {{:conference:jmzhu_icdcs2014.pdf|Paper}} {{:publications:jmzhu_icdcs2014_slides.ppt|Presentation}}  [<color black/yellow>DS</color>] \\ \\ 
-  - <html><a name='icws2014'></a></html> "Location-based Hierarchical Matrix Factorization for Web Service Recommendation," Pinjia He, **Jieming Zhu**, Zibin Zheng, Jianlong Xu, and M.R. Lyu, //in Proceedings of the 21st IEEE Conference on Web Services (ICWS 2014), //Alaska, USA, June 27--July 2, 2014, pp. 297-304. \\ {{:publications:pjhe_icws2014.pdf|Paper}}  [<color black/yellow>DS</color>] \\ \\ 
-  - <html><a name='ivce2014'></a></html> "A Hierarchical Matrix Factorization Approach for Location-based Web Service QoS Prediction," Pinjia He, **Jieming Zhu**, Jianlong Xu, and M.R. Lyu, //in Proceedings of the 8th IEEE International Symposium on Service-Oriented System Engineering (SOSE 2014), //Oxford, UK, April 7-10, 2014, pp. 290-295. \\    {{:publications:pjhe_ivce2014.pdf|Paper}} {{:publications:pjhe_ivce2014_slides.ppt|Presentation}} [<color black/yellow>DS</color>] \\ \\ 
-  - <html><a name='bigdata2013'></a></html>"Service-generated Big Data and Big Data-as-a-Service: An Overview", Zibin Zheng, **Jieming Zhu**, and M.R. Lyu, //in Proc. 2nd IEEE International Congress on Big Data//, Santa Clara, CA, USA, June 27-July 2, 2013, pp. 403-410.\\ {{:paper:bigdata2013.pdf|Paper}} {{:presentation:2013-bigdata-zibin.ppt|Presentation}} {{:presentation:2013-bigdata-zibin-poster.ppt|Poster}} [<color black/yellow>DS</color>] \\ \\ 
-  - <html><a name='cloud2013'></a></html> "DR<sup>2</sup>: Dynamic Request Routing for Tolerating Latency Variability in Online Cloud Applications,"  **Jieming Zhu**, Zibin Zheng, and M.R. Lyu, //in Proceedings of the IEEE 6th International Conference on Cloud Computing (CLOUD 2013), //Santa Clara, CA, USA, June 27 -- July 2, 2013, pp. 589-596. \\ {{:publications:2013-cloud-jieming_zhu.pdf|Paper}} {{:presentation:2013-cloud-jieming_zhu.ppt|Presentation}}[<color black/yellow>DS</color>] \\ \\ 
-  - <html><a name='ivce2013'></a></html> "Scaling Service-oriented Applications into Geo-distributed Clouds,"  **Jieming Zhu**, Zibin Zheng, Yangfan Zhou, and M.R. Lyu, //in Proceedings of the 7th IEEE International Symposium on Service-Oriented System Engineering (SOSE 2013), //San Francisco, USA, March 25-28, 2013, pp. 335-340. \\ {{:publications:jmzhu_ivce13.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='icws2012'></a></html>"WSP: A Network Coordinate based Web Service Positioning Framework for Response Time Prediction," **Jieming Zhu**, Yu Kang, Zibin Zheng, and M.R. Lyu,  //in Proc. 10th IEEE International Conference on Web Services (ICWS 2012)//, Research Track, Hawaii, US, June 24-29, 2012, pp. 90-97. \\ {{:paper:2012-icws.pdf|Paper}} {{:presentation:2012-icws.ppt|Presentation}}  [<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='ivce2012'></a></html>"A Clustering-Based QoS Prediction Approach for Web Service Recommendation," **Jieming Zhu**, Yu Kang, Zibin Zheng, and M.R. Lyu,  //in proc. the 4th International Workshop on Internet based Virtual Computing Environment (IVCE 2012)//, Shenzhen, China, 2012, pp. 93-98.\\ {{:paper:jmzhu_ivce12.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
 +  - <html><a name='hxu_dsnw2019_nv-dnn'></a></html> "NV-DNN: Towards Fault-Tolerant DNN Systems with N-Version Programming," **Hui Xu**, Zhuangbin Chen, Weibin Wu, Zhi Jin, Sy-Yen Kuo, Michael R. Lyu, //in Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSNW2019),// pp. 44-47, Portland, USA, June 24 - June 27, 2019. \\ {{:conference:hxu_dsnw2019_nv-dnn.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='hxu_dsn2018_manufacturing'></a></html> "Manufacturing Resilient Bi-Opaque Predicates Against Symbolic Execution," **Hui Xu**, Yangfan Zhou, Yu Kang, Fengzhi Tu, Michael R. Lyu, //in Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2018),// pp. 666-677, Luxembourg City, Luxembourg, June 25 - June 28, 2018. \\ {{:conference:hxu_dsn2018_manufacturing.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='hxu_dsn2017_concolic'></a></html> "Concolic Execution on Small-Size Binaries: Challenges and Empirical Study," **Hui Xu**, Yangfan Zhou, Yu Kang, Michael R. Lyu, //in Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2017),// pp. 181-188, Denver, USA, June 26 - June 29, 2017. \\ {{:conference:hxu_dsn2017_concolic.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='hxu_asiaccscpss2016_n-version'></a></html> "N-Version Obfuscation," **Hui Xu**, Yangfan Zhou, Michael R. Lyu, //in Proceedings of the 2nd ACM International Workshop on Cyber-Physical System Security (AsiaCCS:CPSS2016),// pp. 22-33, Xi'an, China, May 30, 2016. \\ {{:conference:hxu_asiaccscpss2016_n-version.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='hxu_issre2015_spyaware'></a></html> "SpyAware: Investigating the Privacy Leakage Signatures in App Execution Traces," **Hui Xu**, Yangfan Zhou, Cuiyun Gao, Yu Kang, Michael R. Lyu, //in Proceedings of the 26th IEEE International Symposium on Software Reliability Engineering (ISSRE2015),// pp. 348-358, Washington DC, USA, November 2 - November 5, 2015. \\ {{:conference:hxu_issre2015_spyaware.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='hxu_soups2014_towards'></a></html> "Towards Continuous and Passive Authentication via Touch Biometrics: An Experimental Study on Smartphones," **Hui Xu**, Yangfan Zhou, Michael R. Lyu, //in Proceedings of the 10th Symposium on Usable Privacy and Security (SOUPS2014),// pp. 187-198, Menlo Park, USA, July 9 - July 11, 2014. \\ {{:conference:hxu_soups2014_towards.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
-===== Ling, Guang (凌光)   ===== +===== GAO, Cuiyun (高翠芸) ===== 
-{{:student:gling.jpg?120 }} Graduated in 2015 \\ URL: http://www.cse.cuhk.edu.hk/~gling\\ Email: <gling@cse.cuhk.edu.hk>  +{{:students:cuiyungao.jpg?120 }} Graduated in 2018 \\ Assistant Professor, Harbin Institute of Technology (Shenzhen), China \\ URL: https://cuiyungao.github.io/ \\ Email: <cygao@cse.cuhk.edu.hk> \\ \\  
-=== Thesis: ===  + 
-"Learning to Improve Recommender Systems" {{:thesis:gling_thesis.pdf|Thesis}} {{:presentation:gling_thesis_slides.pdf|Presentation}}+=== Thesis: === 
 + 
 +"User Review Mining for Assisting App Development" {{:thesis:thesis_cuiyungao.pdf|Thesis}} {{:thesis:presentation_cuiyungao.pdf|Presentation}} \\ \\
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='recsys2014'></a></html> "Ratings Meet Reviews, a Combined Approach to Recommend," **Guang Ling**, M.R. Lyu, and Irwin King, //in Proceedings of the 8th ACM Conference on Recommender Systems (RecSys 2014)//, Silicon Valley, USA, October 6-10, 2014, pp. 105-112. \\  {{:conference:gling_recsys14.pdf|Paper}}  
-  - <html><a name='ijcai2013'></a></html> "A Unified Framework for Reputation Estimation in Online Rating Systems," **Guang Ling**, Irwin King, and M.R. Lyu, //in Proceedings of the 23rd International Joint Conference on Articial Intelligence (IJCAI 2013)//, Beijing, China, August 3-9, 2013, pp. 2670-2676. \\ {{:publications:gling_IJCAI13.pdf|Paper}}  [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='ijcnn2012'></a></html> "Online Learning for Collaborative Filtering", **Guang Ling**, Haiqin Yang, Irwin King and M. R. Lyu, //in Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN2012)//, Brisbane, Australia, June 10 - 15, 2012.  {{:publications:online.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='uai2012'></a></html> "Response Aware Model-Based Collaborative Filtering", **Guang Ling**, Haiqin Yang, Irwin King, and M.R. Lyu, //in Proceedings of UAI 2012//, Catalina Island, United States.  {{:publications:paper_final_ling.pdf|Paper}} {{:presentation:posterspotlight_uai.ppt|Presentation}} {{:presentation:uai_poster.pdf|Poster}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='cgao_ase2019_automating'></a></html> "Automating App Review Response Generation," **Cuiyun Gao**, Jichuan Zeng, Xin Xia, David Lo, Michael R. Lyu, Irwin King, //in Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering (ASE2019),// pp. 163-175, San Diego, USA, November 11 - November 15, 2019. \\ {{:conference:cgao_ase2019_automating.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='cgao_icseseip2019_emerging'></a></html> "Emerging App Issue Identification from User Feedback: Experience on WeChat," **Cuiyun Gao**, Wujie Zheng, Yuetang Deng, David Lo, Jichuan Zeng, Michael R. Lyu, Irwin King, //in Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE:SEIP2019),// pp. 279-288, Montreal, Canada, May 25 - May 31, 2019. \\ {{:conference:cgao_icseseip2019_emerging.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='cgao_esecfse2018_infar'></a></html> "INFAR: Insight Extraction From App Reviews," **Cuiyun Gao**, Jichuan Zeng, David Lo, Chin-Yew Lin, Michael R. Lyu, Irwin King, //in Proceedings of the 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2018),// pp. 904-907, Lake Buena Vista, USA, November 4 - November 9, 2018. \\ {{:conference:cgao_esecfse2018_infar.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='cgao_aseamobile2018_exploring'></a></html> "Exploring the Effects of Ad Schemes on the Performance Cost of Mobile Phones," **Cuiyun Gao**, Jichuan Zeng, Federica Sarro, Michael R. Lyu, Irwin King, //in Proceedings of the 1st International Workshop on Advances in Mobile App Analysis (ASE:A-Mobile2018),// pp. 13-18, Corum, Montpellier, France, September 4, 2018. \\ {{:conference:cgao_aseamobile2018_exploring.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='cgao_icse2018_online'></a></html> "Online App Review Analysis for Identifying Emerging Issues," **Cuiyun Gao**, Jichuan Zeng, Michael R. Lyu, Irwin King, //in Proceedings of the 40th International Conference on Software Engineering (ICSE2018),// pp. 48-58, Gothenburg, Sweden, May 27 - June 3, 2018. \\ {{:conference:cgao_icse2018_online.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='cgao_icsec2017_intelliad'></a></html> "IntelliAd: Assisting Mobile App Developers in Measuring Ad Costs Automatically," **Cuiyun Gao**, Yichuan Man, Hui Xu, Jieming Zhu, Yangfan Zhou, Michael R. Lyu, //in Proceedings of the 39th International Conference on Software Engineering Companion Volume (ICSE:C2017),// pp. 253-255, Buenos Aires, Argentina, May 20 - May 28, 2017. \\ {{:conference:cgao_icsec2017_intelliad.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='cgao_issre2015_paid'></a></html> "PAID: Prioritizing App Issues for Developers by Tracking User Reviews over Versions," **Cuiyun Gao**, Baoxiang Wang, Pinjia He, Jieming Zhu, Yangfan Zhou, Michael R. Lyu, //in Proceedings of the 26th IEEE International Symposium on Software Reliability Engineering (ISSRE2015),// pp. 35-45, Washington DC, USA, November 2 - November 5, 2015. \\ {{:conference:cgao_issre2015_paid.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +===== HE, Pinjia (賀品嘉) =====
 +{{:students:pinjiahe.jpg?120 }} Graduated in 2018 \\ Postdoctoral fellow, ETH Zurich, Switzerland \\ URL: https://pinjiahe.github.io/ \\ Email: <pjhe@cse.cuhk.edu.hk> \\ \\
 +
 +=== Thesis: ===
 +
 +"Automated Runtime Data Analysis for System Reliability Management" {{:thesis:thesis_pinjiahe.pdf|Thesis}} {{:thesis:presentation_pinjiahe.pdf|Presentation}} \\ \\
-===== Chen, Shouyuan (陳首元)  ===== 
-{{:student:sychen.jpg?120 }} Graduated in 2014 \\ URL: http://www.cse.cuhk.edu.hk/~sychen\\ Email: <sychen@cse.cuhk.edu.hk>  
-=== Thesis: ===  
-"Learning with Limited Samples" {{:thesis:sychen_thesis.pdf|Thesis}} {{:presentation:sychen_thesis_slides.pdf|Presentation}} 
=== Journal Paper === === Journal Paper ===
 +
 +  - <html><a name='phe_tdsc2018_towards'></a></html> "Towards Automated Log Parsing for Large-Scale Log Data Analysis," **Pinjia He**, Jieming Zhu, Shilin He, Jian Li, Michael R. Lyu, //IEEE Transactions on Dependable and Secure Computing (TDSC),// vol. 15, no. 6, pp. 931-944, 2018. \\ {{:journal:phe_tdsc2018_towards.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
=== Conference Paper === === Conference Paper ===
-  - <html><a name='nips2014'></a></html> "Combinatorial Pure Exploration of Multi-Armed Bandits", **Shouyuan Chen**, Tian Lin, Irwin King, M. R. Lyu and Wei Chen, //in Proceedings of Advances in Neural Information Processing Systems (NIPS 2014) (Oral Presentation)//, Quebec, Canada, December 8 - 12, 2014. \\  {{:conference:sychen_nips2014.pdf|Paper}} {{:presentation:sychen_nips2014_slides.pdf|Presentation}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='sdm2014'></a></html> "Contextual Combinatorial Bandit and its Application on Diversified Online Recommendation", Lijing Qin, **Shouyuan Chen**, and Xiaoyan Zhu, //in Proceedings of SIAM International Conference on Data Mining (SDM2014)//, Pennsylvania, USA, April 24 - 26, 2014. (Best Student Paper Award Runner-Up) [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='nips2013'></a></html> "Exact and Stable Recovery of Pairwise Interaction Tensors", **Shouyuan Chen**, M.R. Lyu, Irwin King, and Zenglin Xu, //in Proceedings of the Annual Conference on Advances in Neural Information Processing Systems (NIPS 2013)//, Nevada, USA, December 5-8, 2013, pp. 1691-1699. \\ {{:publications:sychen_nips13.pdf|Paper}} {{:publications:sychen_nips13_poster.pdf|Poster}} {{:publications:sychen_nips13_spotlight.pdf|Spotlight}}  [<color black/fuchsia>ML</color>] \\ \\ 
-=== Group Presentation ==+  - <html><a name='phe_ase2018_characterizing'></a></html> "Characterizing the Natural Language Descriptions in Software Logging Statements," **Pinjia He**, Zhuangbin Chen, Shilin He, Michael R. Lyu, //in Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering (ASE2018),// pp. 178-189, Corum, Montpellier, France, September 3 - September 7, 2018. \\ {{:conference:phe_ase2018_characterizing.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
-  - "My Google Experience (2015)" {{:presentation:sychen_google.pdf|Presentation}} \\ \\+  - <html><a name='phe_icws2017_drain'></a></html> "Drain: An Online Log Parsing Approach with Fixed Depth Tree," **Pinjia He**, Jieming Zhu, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 24th IEEE International Conference on Web Services (ICWS2017),// pp. 33-40, Honolulu, USA, June 25 - June 30, 2017. \\ {{:conference:phe_icws2017_drain.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='phe_dsn2016_an'></a></html> "An Evaluation Study on Log Parsing and Its Use in Log Mining," **Pinjia He**, Jieming Zhu, Shilin He, Jian Li, Michael R. Lyu, //in Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2016),// pp. 654-661, Toulouse, France, June 28 - July 1, 2016. \\ {{:conference:phe_dsn2016_an.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='phe_icws2014_location-based'></a></html> "Location-Based Hierarchical Matrix Factorization for Web Service Recommendation," **Pinjia He**, Jieming Zhu, Zibin Zheng, Jianlong Xu, Michael R. Lyu, //in Proceedings of the 21st IEEE International Conference on Web Services (ICWS2014),// pp. 297-304, Anchorage, USA, June 27 - July 2, 2014. \\ {{:conference:phe_icws2014_location-based.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='phe_sose2014_a'></a></html> "A Hierarchical Matrix Factorization Approach for Location-Based Web Service QoS Prediction," **Pinjia He**, Jieming Zhu, Jianlong Xu, Michael R. Lyu, //in Proceedings of the 8th IEEE International Symposium on Service-Oriented System Engineering (SOSE2014),// pp. 290-295, Oxford, The United Kingdom, April 7 - April 11, 2014. \\ {{:conference:phe_sose2014_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 + 
 +===== CHEN, Xixian (陳錫顯) ===== 
 +{{:students:xixianchen.jpg?120 }} Graduated in 2018 \\ Researcher, Tencent Cooperation, China \\ URL: https://scholar.google.com/citations?user=mUMrk7oAAAAJ&hl=en \\ Email: <xxchen@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: === 
 + 
 +"Randomized Algorithms for Machine Learning" {{:thesis:thesis_xixianchen.pdf|Thesis}} {{:thesis:presentation_xixianchen.pdf|Presentation}} \\ \\
-===== Li, Baichuan (李百川)  ===== 
-{{:student:bcli.jpg?120 }} Graduated in 2014 \\ URL: http://www.cse.cuhk.edu.hk/~bcli\\ Email: <bcli@cse.cuhk.edu.hk>  
-=== Thesis: ===  
-"A Computational Framework for Question Processing in Community Question Answering Services" {{:thesis:thesis_phd_bcli.pdf|Thesis}} {{:presentation:2013_bcli_thesis_presentation.ppt|Presentation}} 
=== Journal Paper === === Journal Paper ===
-  -<html><a name='KAIS'></a></html> "A Topic-Biased User Reputation Model in Rating Systems" **Baichuan Li**, Rong-Hua Li, Irwin King, Michael R. Lyu, and Jeffrey Xu Yu, // Knowledge and Information Systems (KAIS))//, accepted. [<color black/fuchsia>ML</color>]\\ \\+ 
 +  - <html><a name='xchen_tnnls2020_effective'></a></html> "Effective Data-Aware Covariance Estimator from Compressed Data," **Xixian Chen**, Haiqin Yang, Shenglin Zhao, Michael R. Lyu, Irwin King, //IEEE Transactions on Neural Networks and Learning Systems (TNNLS),// vol. 31, no. 7, pp. 2441-2454, 2020. \\ {{:journal:xchen_tnnls2020_effective.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
=== Conference Paper === === Conference Paper ===
-  - <html><a name='EMNLP2013'></a></html> "A Hierarchical Entity-based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers" **Baichuan Li**, Jing Liu, Chin-Yew Lin, Irwin King, and Michael R. Lyu, // In Proc. of EMNLP '13// Seattle, USA, 2013, pp. 1521-1532 {{:conference:emnlp_2013_bcli.pdf|Paper}} [<color black/fuchsia>ML</color>]  \\ \\  
-  - <html><a name='ijcnn2012'></a></html> "Communities of Yahoo! Answers and Baidu Zhidao: Complementing or Competing?", **Baichuan Li**, M.R. Lyu, and I. King, //in Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN 2012)//, Brisbane, Australia, June 10 - 15, 2012, pp. 1-8. {{:publications:bcli-ijcnn-final.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='cqa2012'></a></html> "Analyzing and Predicting Question Quality in Community Question Answering Services", **Baichuan Li**, T. Jin, M.R. Lyu, I. King, and B. Mak, //in Proceedings of the 1st Workshop on Community Question Answering on the Web (CQA 2012), in conjunction with WWW 2012//, Lyon, France, April 16 - 20, 2012, pp. 775-782. {{:publications:wk3p02-li.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='cikm2011'></a></html> "Question Routing in Community Question Answering: Putting Category in Its Place," **Baichuan Li**, Irwin King and and M.R. Lyu, //in Proceeding of the ACM 20th conference on Information and Knowledge Management (CIKM 2011, poster)//, Glasgow, Scotland, UK, 2011, pp. 2041-2044. {{:presentation:baichuan_poster_a0_qr.ppt|Poster}} {{:paper:cikm_questionrouting.pdf|Paper}} [<color black/fuchsia>ML</color>]  \\ \\  
-  - <html><a name='cikm2011'></a></html> "Question Identification on Twitter," **Baichuan Li**, Xiance Si, M.R. Lyu, Irwin King and Edward Y. Chang, //in Proceeding of the ACM 20th conference on Information and Knowledge Management (CIKM 2011, poster)//, Glasgow, Scotland, UK, 2011, pp. 2477-2480. {{:presentation:baichuan_poster_a0_qweet.ppt|Poster}} {{:paper:cikm_qweet.pdf|Paper}} [<color black/fuchsia>ML</color>]  \\ \\  
-===== Zhang, Yilei (章一磊)   ===== +  - <html><a name='xchen_icml2017_toward'></a></html> "Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data," **Xixian Chen**, Michael R. Lyu, Irwin King, //in Proceedings of the 34th International Conference on Machine Learning (ICML2017),// pp. 767-776, Sydney, Australia, August6 - August 11, 2017. \\ {{:conference:xchen_icml2017_toward.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-{{:student:ylzhang.jpg?120 }} Graduated in 2013  \\ URL: http://www.cse.cuhk.edu.hk/~ylzhang\\ Email: <ylzhang@cse.cuhk.edu.hk> +  - <html><a name='xchen_uai2017_frosh'></a></html> "FROSH: FasteR Online Sketching Hashing," **Xixian Chen**, Irwin King, Michael R. Lyu, //in Proceedings of the 33rd Conference on Uncertainty in Artificial Intelligence (UAI2017),// Sydney, Australia, August 11 - August 15, 2017. \\ {{:conference:xchen_uai2017_frosh.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='xchen_ijcai2015_training-efficient'></a></html> "Training-Efficient Feature Map for Shift-Invariant Kernels," **Xixian Chen**, Haiqin Yang, Irwin King, Michael R. Lyu, //in Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI2015),// pp. 3395-3401, Buenos Aires, Argentina, July 25 - July 31, 2015. \\ {{:conference:xchen_ijcai2015_training-efficient.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
-=== Thesis: ===  +===== ZHAO, Shenglin (趙勝林) ===== 
-"Modeling and Exploiting QoS Prediction in Cloud and Service Computing" {{:thesis:ylzhang_thesis.pdf|Thesis}} {{:presentation:ylzhang_thesis_slides.ppt|Presentation}}+{{:students:shenglinzhao.jpg?120 }} Graduated in 2017 \\ Researcher, Tencent Cooperation, China \\ URL: https://scholar.google.com/citations?user=ZebV4_oAAAAJ&hl=en \\ Email: <slzhao@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: === 
 + 
 +"Point-of-Interest Recommendation in Location-Based Social Networks" {{:thesis:thesis_shenglinzhao.pdf|Thesis}} {{:thesis:presentation_shenglinzhao.pdf|Presentation}} \\ \\
=== Journal Paper === === Journal Paper ===
-  -<html><a name='tsc2012'></a></html> "Investigating QoS of Real-World Web Services," Zibin Zheng, **Yilei Zhang**, and M. R. Lyu, // IEEE Transactions on Service Computing (TSC)//, vol. 7, no. 4, 2014, pp. 32-29.  {{:journal:tsc_ylzhang.pdf|Paper}}[<color black/yellow>DS</color>]\\ \\  + 
-  -<html><a name='tpds2012'></a></html> "QoS Ranking Prediction for Cloud Services," Zibin Zheng, Xinmiao Wu, **Yilei Zhang**, M. R. Lyu, and Jianmin Wang, // IEEE Transactions on Parallel and Distributed Systems (TPDS)//, vol. 24, no. 6, 2013, pp. 1213-1222. {{:journal:tpds_ylzhang.pdf|Paper}}[<color black/yellow>DS</color>]\\ \\+  - "Point-of-Interest Recommendation in Location-Based Social Networks," **Shenglin Zhao**, Michael R. Lyu, Irwin King, //in Springer Briefs in Computer Science,// Published by Springer, 2018. \\ [[https://link.springer.com/book/10.1007/978-981-13-1349-3|Paper]] [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='szhao_nplett2018_aggregated'></a></html> "Aggregated Temporal Tensor Factorization Model for Point-of-Interest Recommendation," **Shenglin Zhao**, Irwin King, Michael R. Lyu, //Neural Processing Letters (NPLETT),// vol. 47, no. 3, pp. 975-992, 2018. \\ {{:journal:szhao_nplett2018_aggregated.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
=== Conference Paper === === Conference Paper ===
-  - <html><a name='rtsoaa2012'></a></html>“Real-Time Performance Prediction for Cloud Components”, **Yilei Zhang**, Zibin Zheng, and M.R. Lyu, //in Proc. in proc. the 5th IEEE International Workshop on Real-Time Service-Oriented Architecture and Applications//, Shenzhen, China, 2012, pp. 106-111.  {{:conference:soap_ylzhang.pdf|Paper}}[<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='issre2011'></a></html> "WSPred: A Time-Aware Personalized QoS Prediction Framework for Web Services", **Yilei Zhang**, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 22th IEEE Symposium on Software Reliability Engineering (ISSRE 2011)//, Hiroshima, Japan, Nov. 29-Dec. 2, 2011.  {{:conference:issre_ylzhang.pdf|Paper}}[<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='srds2011'></a></html> "Exploring Latent Features for Memory-Based QoS Prediction in Cloud Computing", **Yilei Zhang**, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 30th IEEE Symposium on Reliable Distributed Systems (SRDS 2011)//, Madrid, Spain, Oct. 4-7, 2011.  {{:conference:srds_ylzhang.pdf|Paper}}[<color black/yellow>DS</color>] \\ \\ 
-  - <html><a name='cloud2011'></a></html> "BFTCloud: A Byzantine Fault Tolerance Framework for Voluntary-Resource Cloud Computing", **Yilei Zhang**, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 4th  IEEE International Conference on Cloud Computing (CLOUD 2011)//, Washington DC, USA, Jul. 4-9, 2011.  {{:paper:yilei_cloud11.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='icws2010'></a></html> "WSExpress: A QoS-Aware Search Engine for Web Services", **Yilei Zhang**, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 8th  IEEE International Conference on Web Services (ICWS 2010)//, Miami, Florida, USA, Jul. 5-10, 2010, pp.91-98.  {{:paper:yilei_wsexpress.pdf|Paper}} [<color black/yellow>DS</color>] <color red>**Best Paper Award Nomination**</color>\\ \\ 
-  - <html><a name='icws2010'></a></html> "Distributed QoS Evaluation for Real-World Web services", Zibin Zheng, **Yilei Zhang**, Michael R. Lyu, //in Proceedings of the 8th  IEEE International Conference on Web Services (ICWS 2010)//, Miami, Florida, USA, Jul. 5-10, 2010.  {{:paper:zibin_distributed.pdf|Paper}} [<color black/yellow>DS</color>]<color red>**Best Student Paper Award**</color>\\ \\ 
-  - <html><a name='SRDS2010'></a></html> "CloudRank: A QoS-Driven Component Ranking Framework for Cloud Computing", Zibin Zheng, **Yilei Zhang**, Michael R. Lyu, //in proceedings of the 29th IEEE International Symposium on Reliable Distributed Systems (SRDS 2010)//, New Delhi, India. Oct. 31-Nov. 3, 2010.  {{:paper:zibin-srds2010.pdf|Paper}}[<color black/yellow>DS</color>] \\ \\ 
-===== Zhang, Qirun (章启润)   ===== +  - <html><a name='szhao_icme2018_personalized'></a></html> "Personalized Sequential Check-in Prediction: Beyond Geographical and Temporal Contexts," **Shenglin Zhao**, Xixian Chen, Irwin King, Michael R. Lyu, //in Proceedings of the 2018 IEEE International Conference on Multimedia and Expo (ICME2018),// pp. 1-6, San Diego, USA, July 23 - July 27, 2018. \\ {{:conference:szhao_icme2018_personalized.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
-{{:student:qrzhang.jpg?120 }} Graduated in 2013 \\ Assistant Professor, College of Computing, Georgia Tech  \\ URL: http://helloqirun.github.io \\ Email: <qrzhang at ucdavis edu>  +  - <html><a name='szhao_iconip2017_geo-pairwise'></a></html> "Geo-Pairwise Ranking Matrix Factorization Model for Point-of-Interest Recommendation," **Shenglin Zhao**, Irwin King, Michael R. Lyu, //in Proceedings of the 24th International Conference on Neural Information Processing (ICONIP2017),// pp. 368-377, Guangzhou, China, November 14 - November 18, 2017. \\ {{:conference:szhao_iconip2017_geo-pairwise.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-=== Thesis: ===  +  - <html><a name='szhao_sigir2017_mining'></a></html> "Mining Business Opportunities from Location-Based Social Networks," **Shenglin Zhao**, Irwin King, Michael R. Lyu, Jia Zeng, Mingxuan Yuan, //in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2017),// pp. 1037-1040, Tokyo, Japan, August 7 - August 11, 2017. \\ {{:conference:szhao_sigir2017_mining.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-"Scaling CFL-Reachability-Based Alias Analysis: +  - <html><a name='szhao_wwwc2017_geo-teaser'></a></html> "Geo-Teaser: Geo-Temporal Sequential Embedding Rank for Point-of-Interest Recommendation," **Shenglin Zhao**, Tong Zhao, Irwin King, Michael R. Lyu, //in Proceedings of the 26th International Conference on World Wide Web Companion (WWW:C2017),// pp. 153-162, Perth, Australia, April 3 - April 7, 2017. \\ {{:conference:szhao_wwwc2017_geo-teaser.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
-Theory and Practice" {{:thesis:thesis-qirun.pdf|Thesis}} {{:presentation:defense-qirun.pdf|Presentation}}+  - <html><a name='szhao_iconip2016_aggregated'></a></html> "Aggregated Temporal Tensor Factorization Model for Point-of-Interest Recommendation," **Shenglin Zhao**, Michael R. Lyu, Irwin King, //in Proceedings of the 23rd International Conference on Neural Information Processing (ICONIP2016),// pp. 450-458, Kyoto, Japan, October 16 - October 21, 2016. \\ {{:conference:szhao_iconip2016_aggregated.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='szhao_aaai2016_stellar'></a></html> "STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation," **Shenglin Zhao**, Tong Zhao, Haiqin Yang, Michael R. Lyu, Irwin King, //in Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI2016),// pp. 315-322, Phoenix, USA, February 12 - February 17, 2016. \\ {{:conference:szhao_aaai2016_stellar.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='szhao_iconip2013_capturing'></a></html> "Capturing Geographical Influence in POI Recommendations," **Shenglin Zhao**, Irwin King, Michael R. Lyu, //in Proceedings of the 20th International Conference on Neural Information Processing (ICONIP2013),// pp. 530-537, Daegu, Korea, November 3 - November 7, 2013. \\ {{:conference:szhao_iconip2013_capturing.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + 
 +===== ZHANG, Hongyi (張弘毅) ===== 
 +{{:students:hongyizhang.jpg?120 }} Graduated in 2017 \\ Researcher, Microsoft, Canada \\ URL: https://scholar.google.com/citations?user=J-RLFt0AAAAJ&hl=en \\ Email: <hyzhang@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: === 
 + 
 +"Modeling the Relationship between Links and Communities for Overlapping Community" {{:thesis:thesis_hongyizhang.pdf|Thesis}} {{:thesis:presentation_hongyizhang.pdf|Presentation}} \\ \\  
=== Journal Paper === === Journal Paper ===
 +
 +  - <html><a name='hzhang_snam2018_overlapping'></a></html> "Overlapping Community Detection with Preference and Locality Information: A Non-Negative Matrix Factorization Approach," **Hongyi Zhang**, Xingyu Niu, Irwin King, Michael R. Lyu, //Social Network Analysis and Mining (SNAM),// vol. 8, no. 1, pp. 43:1-43:14, 2018. \\ {{:journal:hzhang_snam2018_overlapping.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
=== Conference Paper === === Conference Paper ===
-  - <html><a name='pldi2013'></a></html> "Fast Algorithms for Dyck-CFL-Reachability with Applications to Alias Analysis,"  **Qirun Zhang**, M.R. Lyu, Hao Yuan and Zhendong Su, //in Proceedings of the 34th annual ACM SIGPLAN conference on Programming Language Design and Implementation (PLDI 2013), //Seattle, Washington, USA, June 16 -- 22, 2013.  {{:paper:pldi2013.pdf|Paper}}  [<color black/aqua >SE</color>] \\ \\  
-  - <html><a name='fase2011'></a></html> "Flow-Augmented Call Graph: A New Foundation for Taming API Complexity,"  **Qirun Zhang**, Wujie Zheng, and M.R. Lyu, //in Proceedings of Fundamental Approaches to Software Engineering (FASE 2011), //, Saarbrucken, Germany, March 26 - April 3, 2011, pp. 386-400.  {{:paper:fase2011_qirun.pdf|Paper}} {{:presentation:facg.ppt|Presentation}} [<color black/aqua >SE</color>]  \\ \\  
-  - <html><a name='fse2011'></a></html> "Cross-library API Recommendation using Web Search Engines,"  Wujie Zheng, **Qirun Zhang**, and M.R. Lyu, //in Proceedings of the joint meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering (ESEC/FSE 2011),// New Ideas Track, Szeged, Hungary, September 5-9, 2011, pp. 480-483.  {{:paper:esecnew04z-zheng.pdf|Paper}} {{:presentation:fse2011.ppt|Presentation}} [<color black/aqua >SE</color>]  \\ \\ 
-  - <html><a name='ase2010'></a></html> "Random Unit-Test Generation with MUT-aware Sequence Recommendation," Wujie Zheng, **Qirun Zhang**, M.R. Lyu, and Tao Xie, //in Proceedings of the 25th IEEE/ACM International Conference on Automated Software Engineering (ASE 2010), Short Paper//, Antwerp, Belgium, September 2010.  {{:paper:asesp046e-zheng.pdf|Paper}} {{:conference:ase2010_poster_wjzheng.ppt|Poster}} [<color black/aqua >SE</color>]  \\ \\  
-===== Zhou, Chao (周超)   ===== +  - <html><a name='hzhang_ijcai2016_modeling'></a></html> "Modeling the Homophily Effect between Links and Communities for Overlapping Community Detection," **Hongyi Zhang**, Tong Zhao, Irwin King, Michael R. Lyu, //in Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI2016),// pp. 3938-3944, New York, USA, July 9 - July 15, 2016. \\ {{:conference:hzhang_ijcai2016_modeling.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-{{:student:czhou.jpg?120 }}Graduated in 2012 \\ Manager, Baidu, Shenzhen \\ URL: http://www.cse.cuhk.edu.hk/~czhou\\ Email: <chaozhou1986@gmail.com>  +  - <html><a name='hzhang_ijcai2015_exploiting'></a></html> "Exploiting k-Degree Locality to Improve Overlapping Community Detection," **Hongyi Zhang**, Michael R. Lyu, Irwin King, //in Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI2015),// pp. 2394-2400, Buenos Aires, Argentina, July 25 - July 31, 2015. \\ {{:conference:hzhang_ijcai2015_exploiting.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-=== Thesis: ===  +  - <html><a name='hzhang_aaai2015_incorporating'></a></html> "Incorporating Implicit Link Preference Into Overlapping Community Detection," **Hongyi Zhang**, Irwin King, Michael R. Lyu, //in Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI2015),// pp. 396-402, Austin, USA, January 25 - January 30, 2015. \\ {{:conference:hzhang_aaai2015_incorporating.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-"Learning with Social Media" {{:thesis:thesis-cuhk-zhouchao.pdf|Thesis}} {{:presentation:2013_czhou_thesisdefense.ppt|Presentation}}+ 
 +===== KANG, Yu (康昱) ===== 
 +{{:students:yukang.jpg?120 }} Graduated in 2016 \\ Researcher, Microsoft Research Asia, China \\ URL: https://wiki.cse.cuhk.edu.hk/user/ykang/doku.php \\ Email: <ykang@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: === 
 + 
 +"Performance Diagnosis of Cloud-Based Mobile Applications" {{:thesis:thesis_yukang.pdf|Thesis}} {{:thesis:presentation_yukang.pdf|Presentation}} \\ \\  
=== Journal Paper === === Journal Paper ===
-  -<html><a name='tsc2011'></a></html> "Component Ranking for Fault-Tolerant Cloud Applications," Zibin Zheng, **Tom Chao Zhou**, M. R. Lyu, and I. King, //IEEE Transactions on Service Computing (TSC)//, vol. 4, no. 3, Jul 2011, pp. 1-12.  {{:publications:component_ranking_for_fault-tolerant_cloud_applications.pdf|Paper}}  [<color black/yellow>DS</color>]\\ \\ 
-  -<html><a name='tois2011'></a></html> "Improving Recommender Systems by Incorporating Social Contextual Information," Hao Ma, **Tom Chao Zhou**, M.R. Lyu and I. King, // ACM Transactions on Information Systems (TOIS)//, vol. 29, no. 2, April 2011. {{:paper:improving_recommender_systems_by_incorporating_social_contextual_information.pdf|paper}} [<color black/fuchsia>ML</color>] \\ \\ 
=== Conference Paper === === Conference Paper ===
-  - <html><a name='aaai2012'></a></html> "A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering", **Tom Chao Zhou**, Xiance Si, Edward Y. Chang, Irwin King and M.R. Lyu, // In Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI 2012)//,  Toronto, Ontario, Canada, July 22 - 26, 2012, pp. 164-170. {{:conference:aaai-2012-zhou.pdf|Paper}} {{:presentation:aaai-2012-zhou-presentation.pdf|Presentation}} {{:publications:aaai-2012-zhou-poster.pdf|Poster}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='cqa2012'></a></html> "A Classification-based Approach to Question Routing in Community Question Answering," **Tom Chao Zhou**, M.R. Lyu and Irwin King, //In Proceedings of the 1st Workshop on Community Question Answering on the Web (CQA 2012), in conjunction with WWW 2012//, Lyon, France, April 16 - 20, 2012, pp. 783-790.  {{:publications:zhou2012cqa.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\   
-  - <html><a name='aaai2011'></a></html> "Learning to Suggest Questions in Online Forums," **Tom Chao Zhou**, Chin-Yew Lin, Irwin King, M.R. Lyu, Young-In Song and Yunbo Cao, //in Proceedings of the 25th AAAI Conference on Artificial Intelligence (AAAI 2011)//, San Francisco, California, USA, August 7 - 11, 2011, 1298-1303. {{:publications:zhou2011aaai.pdf|Paper}} {{:presentation:zhou2011aaai.ppt|Presentation}} [<color black/fuchsia>ML</color>]\\ \\   
-  - <html><a name='issre2010'></a></html>"FTCloud: A Ranking-based Framework for Fault Tolerant Cloud Applications", Zibin Zheng, **Tom Chao Zhou**, **M.R. Lyu**, and Irwin King, //in proceedings of the 21st IEEE International Symposium on Software Reliability Engineering (ISSRE2010)//,  CA, US, Nov. 1-4, 2010.  {{:paper:ftcloud_a_ranking-based_framework_for_fault_tolerant_cloud_applications.pdf|paper}}  [<color black/yellow>DS</color>] \\ \\  
-  - <html><a name='aaai20101'></a></html> "UserRec: A User Recommendation Framework in Social Tagging Systems," **Tom Chao Zhou**, Hao Ma, M.R. Lyu, Irwin King, //in Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI-10)//, Atlanta, Geogia, USA, July 11 - 15, 2010, pp. 1486-1491.  {{:paper:zhou_aaai10.pdf|[Paper]}}  [<color black/fuchsia>ML</color>]\\ \\ 
-  - <html><a name='sin20091'></a></html> "TagRec: Leveraging Tagging Wisdom for Recommendation," **Tom Chao Zhou**, H. Ma, I. King, and M.R. Lyu, //in Proceedings of Symposium on Social Intelligence and Networking (SIN 2009)//, Vancouver, Canada, August 29-31, 2009.  {{:conference:czhou-cse2009.pdf|[Paper]}} [<color black/fuchsia>ML</color>] [<color black/fuchsia>ML</color>]\\ \\ 
-===== Xiong, Jun jie (熊珺洁)   ===== +  - <html><a name='ykang_fse2016_diagdroid'></a></html> "DiagDroid: Android Performance Diagnosis via Anatomizing Asynchronous Executions," **Yu Kang**, Yangfan Zhou, Hui Xu, Michael R. Lyu, //in Proceedings of the 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering (FSE2016),// pp. 410-421, Seattle, USA, November 13 - November 18, 2016. \\ {{:conference:ykang_fse2016_diagdroid.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
-{{:student:jjxiong.jpg?120 }}Graduated in 2012 \\ Lecturer, Shanghai University of Finance and Economics\\ URL: http://www.cse.cuhk.edu.hk/~jjxiong\\ Email: <jjxiong@cse.cuhk.edu.hk> +  - <html><a name='ykang_issre2016_experience'></a></html> "Experience Report: Detecting Poor-Responsive UI in Android Applications," **Yu Kang**, Yangfan Zhou, Min Gao, Yixia Sun, Michael R. Lyu, //in Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering (ISSRE2016),// pp. 490-501, Ottawa, Canada, October 23 - October 27, 2016. \\ {{:conference:ykang_issre2016_experience.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
-=== Thesis: ===  +  - <html><a name='ykang_cloud2012_a'></a></html> "A Latency-Aware Co-Deployment Mechanism for Cloud-Based Services," **Yu Kang**, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 5th IEEE International Conference on Cloud Computing (CLOUD2012),// pp. 630-637, Honolulu, USA, June 24 - June 29, 2012. \\ {{:conference:ykang_cloud2012_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
-"Protocol Design, Testing, and Diagnosis towards Dependable Wireless Sensor Networks" {{:thesis:junjie-phdthesis.pdf|Thesis}} {{:presentation:mydefense711.ppt|Presentation}}+  - <html><a name='ykang_cloud2011_a'></a></html> "A User Experience-Based Cloud Service Redeployment Mechanism," **Yu Kang**, Yangfan Zhou, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 4th IEEE International Conference on Cloud Computing (CLOUD2011),// pp. 227-234, Washington DC, USA, July 4 - July 9, 2011. \\ {{:conference:ykang_cloud2011_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 + 
 +===== ZHU, Jieming (朱傑明) ===== 
 +{{:students:jiemingzhu.jpg?120 }} Graduated in 2016 \\ Researcher, Huawei Noah's Ark Lab, China \\ URL: https://jiemingzhu.github.io/ \\ Email: <jmzhu@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: === 
 + 
 +"Data-Driven Quality Management of Online Service Systems" {{:thesis:thesis_jiemingzhu.pdf|Thesis}} {{:thesis:presentation_jiemingzhu.pdf|Presentation}} \\ \\  
=== Journal Paper === === Journal Paper ===
-  -<html><a name='jnca2013'></a></html> "MDiag: Mobility-assisted Diagnosis for Wireless Sensor Networks," **J. Xiong**, Yangfan Zhou, Xinyu Chen, Evan F.Y. Young, and M.R. Lyu, //Journal of Network and Computer Applications (JNCA)//, vol. 36, no. 1, 2013, pp. 167-177. {{:journal:jjxiong_JNCA13.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ + 
- -<html><a name='ijdsn2011'></a></html> "A Reliable and Efficient MAC protocol for Underwater Acoustic Sensor Networks," **J. Xiong**, M.R. Lyu, and K. Ng, //International Journal of Distributed Sensor Networks (IJDSN), special issue on Sensor Networks for High-Confidence Cyber-Physical Systems//, Oct 2011.  {{:publications:257101.v3.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\+  - <html><a name='jzhu_tpds2017_online'></a></html> "Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization," **Jieming Zhu**, Pinjia He, Zibin Zheng, Michael R. Lyu, //IEEE Transactions on Parallel and Distributed Systems (TPDS),// vol. 28, no. 10, pp. 2911-2924, 2017. \\ {{:journal:jzhu_tpds2017_online.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
=== Conference Paper === === Conference Paper ===
-  - <html><a name='aerospace2012'></a></html> "Congestion Performance Improvement in Wireless Sensor Networks," **J. Xiong**, M.R. Lyu, and K.W. Ng, //in Proceedings of The 2012 IEEE Aerospace Conference//, Big Sky, MT, USA, March 3-10, 2012, pp. 1-9.  {{:publications:226_1686.pdf|Paper}} {{:presentation:aerospace2012.ppt|Presentation}}  [<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='trust2011'></a></html>"RealProct: Reliable Protocol Conformance Testing with Real Nodes for Wireless Sensor Networks", **J. Xiong**, E. C.-H. Ngai, Y. Zhou, and M.R. Lyu, //in Proceedings of the 10th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2011)//,  Changsha, China, November 16-18, 2011.{{:publications:protocoltesting-28sep.pdf|Paper}} [<color black/yellow>DS</color>]  \\ \\ 
-  - <html><a name='msn2010'></a></html>"Mitigate the Bottleneck of Underwater Acoustic Sensor Networks via Priority Scheduling", **J. Xiong**, M.R. Lyu, and K-W Ng, //in Proceedings of the 6th International Conference on Mobile Ad-hoc and Sensor Networks (MSN 2010)//,  Hangzhou, China, December 20-22, 2010.  {{:paper:underwaterscheduling-9jul10.pdf |Paper}} {{:presentation:msn2010.ppt|Presentation}} [<color black/yellow>DS</color>]  \\ \\ 
-  - <html><a name='mass2009'></a></html>"Energy-efficient On-demand Contour Service for Wireless Sensor Networks," Y. Zhou, **J. Xiong**, M.R. Lyu, J. Liu, and K.W. Ng, //in Proceedings of the 6th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS 2009)//, Macau S.A.R., October 12-15, 2009.  {{:conference:yfzhou-mass20092.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
-===== Xin, Xin (辛欣)   ====+  - <html><a name='jzhu_icseseip2019_tools'></a></html> "Tools and Benchmarks for Automated Log Parsing," **Jieming Zhu**, Shilin He, Jinyang Liu, Pinjia He, Qi Xie, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE:SEIP2019),// pp. 121-130, Montreal, Canada, May 25 - May 31, 2019. \\ {{:conference:jzhu_icseseip2019_tools.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
-{{:student:dsc_0423.jpg?120 }}Graduated in 2011 \\ Assistant Professor, Beijing Institute of Technology +  - <html><a name='jzhu_icws2017_carp'></a></html> "CARP: Context-Aware Reliability Prediction of Black-Box Web Services," **Jieming Zhu**, Pinjia He, Qi Xie, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 24th IEEE International Conference on Web Services (ICWS2017),// pp. 17-24, Honolulu, USA, June 25 - June 30, 2017. \\ {{:conference:jzhu_icws2017_carp.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='jzhu_icws2015_a'></a></html> "A Privacy-Preserving QoS Prediction Framework for Web Service Recommendation," **Jieming Zhu**, Pinjia He, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 22nd IEEE International Conference on Web Services (ICWS2015),// pp. 241-248, New York, USA, June 27 - July 2, 2015. \\ {{:conference:jzhu_icws2015_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='jzhu_icse2015_learning'></a></html> "Learning to Log: Helping Developers Make Informed Logging Decisions," **Jieming Zhu**, Pinjia He, Qiang Fu, Hongyu Zhang, Michael R. Lyu, Dongmei Zhang, //in Proceedings of the 37th IEEE/ACM International Conference on Software Engineering (ICSE2015),// pp. 415-425, Florence, Italy, May 16 - May 24, 2015. \\ {{:conference:jzhu_icse2015_learning.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='jzhu_icdcs2014_towards'></a></html> "Towards Online, Accurate, and Scalable QoS Prediction for Runtime Service Adaptation," **Jieming Zhu**, Pinjia He, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 34th International Conference on Distributed Computing Systems Workshops (ICDCS2014),// pp. 318-327, Madrid, Spain, June 30 - July 3, 2014. \\ {{:conference:jzhu_icdcs2014_towards.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='jzhu_cloud2013_dr2'></a></html> "DR2: Dynamic Request Routing for Tolerating Latency Variability in Online Cloud Applications," **Jieming Zhu**, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 6th IEEE International Conference on Cloud Computing (CLOUD2013),// pp. 589-596, Santa Clara, USA, June 28 - July 3, 2013. \\ {{:conference:jzhu_cloud2013_dr2.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 + - <html><a name='jzhu_sose2013_scaling'></a></html> "Scaling Service-Oriented Applications into Geo-Distributed Clouds," **Jieming Zhu**, Zibin Zheng, Yangfan Zhou, Michael R. Lyu, //in Proceedings of the 7th IEEE International Symposium on Service-Oriented System Engineering (SOSE2013),// pp. 335-340, San Francisco, USA, March 25 - March 28, 2013. \\ {{:conference:jzhu_sose2013_scaling.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='jzhu_icws2012_wsp'></a></html> "WSP: A Network Coordinate Based Web Service Positioning Framework for Response Time Prediction," **Jieming Zhu**, Yu Kang, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 19th IEEE International Conference on Web Services (ICWS2012),// pp. 90-97, Honolulu, USA, June 24 - June 29, 2012. \\ {{:conference:jzhu_icws2012_wsp.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='jzhu_isorcw2012_a'></a></html> "A Clustering-Based QoS Prediction Approach for Web Service Recommendation," **Jieming Zhu**, Yu Kang, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 15th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops (ISORCW2012),// pp. 93-98, Shenzhen, China, April 11, 2012. \\ {{:conference:jzhu_isorcw2012_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
-=== Thesis: ===  +===== CHENG, Chen (程陳) ===== 
-"Effective Fusion-based Approaches for Recommender Systems" {{:students:thesisxin9.pdf|Thesis}} {{:students:defensexin.ppt|Presentation}}+{{:students:chencheng.jpg?120 }} Graduated in 2015 \\ Researcher, Baidu Cooperation, China \\ URL: https://scholar.google.com.hk/citations?user=H-fYF2EAAAAJ&hl=en \\ Email: <ccheng@cse.cuhk.edu.hk> \\ \\
 +=== Thesis: ===
 +
 +"Recommendation Systems for Mobile Location Based Service" {{:thesis:thesis_chencheng.pdf|Thesis}} {{:thesis:presentation_chencheng.pdf|Presentation}} \\ \\
=== Journal Paper === === Journal Paper ===
 +
 +  - <html><a name='ccheng_tist2016_a'></a></html> "A Unified Point-of-Interest Recommendation Framework in Location-Based Social Networks," **Chen Cheng**, Haiqin Yang, Irwin King, Michael R. Lyu, //ACM Transactions on Intelligent Systems and Technology (TIST),// vol. 8, no. 1, pp. 10:1-10:21, 2016. \\ {{:journal:ccheng_tist2016_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
=== Conference Paper === === Conference Paper ===
-  - <html><a name='cikm2012'></a></html> "Do Ads Compete Or Collaborate? Designing Click Models With Full Relationship Incorporated," **Xin Xin**, Irwin King, Ritesh Agrawal, M.R. Lyu, and Heyan Huang, //in Proceedings of the ACM 21th conference on Information and Knowledge Management (CIKM2012)//, Hawaii, USA, 2012, pp. 1839-1843.  {{:publications:xxin_CIKM12.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='wsdm2011'></a></html>"CMAP: Effective Fusion of Quality and Relevance for Multi-criteria Recommendation," **Xin Xin**, M.R. Lyu and Irwin King, //in Proceedings of the 4th ACM International Conference on Web Search and Data Mining (WSDM 2011),// Hong Kong, February 2011, pp. 455-464. {{:paper:wsdm-xin.pdf|Paper}} {{:presentation:cmp.ppt|Presentation}} [<color black/fuchsia>ML</color>]  \\ \\ 
-  - <html><a name='cikm20091'></a></html> "A Social Recommendation Framework Based on Multi-scale Continuous Conditional Random Fields," **Xin Xin**, I. King, M.R. Lyu, and H. Deng, //in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM 2009)//, Hong Kong, China,  November 2-6, 2009. {{:conference:xxin-cikm2009.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\ 
 +  - <html><a name='ccheng_recsys2014_gradient'></a></html> "Gradient Boosting Factorization Machines," **Chen Cheng**, Fen Xia, Tong Zhang, Irwin King, Michael R. Lyu, //in Proceedings of the 8th ACM Conference on Recommender Systems (RecSys2014),// pp. 265-272, Foster City, USA, October 6 - October 10, 2014. \\ {{:conference:ccheng_recsys2014_gradient.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ccheng_ijcai2013_where'></a></html> "Where You Like to Go Next: Successive Point-of-Interest Recommendation," **Chen Cheng**, Haiqin Yang, Michael R. Lyu, Irwin King, //in Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI2013),// pp. 2605-2611, Beijing, China, August 3 - August 9, 2013. \\ {{:conference:ccheng_ijcai2013_where.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ccheng_aaai2012_fused'></a></html> "Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks," **Chen Cheng**, Haiqin Yang, Irwin King, Michael R. Lyu, //in Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI2012),// Toronto, Canada, July 22 - July 26, 2012. \\ {{:conference:ccheng_aaai2012_fused.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
-===== Zheng, Wu Jie (鄭吳杰)   ===== +===== LING, Guang (凌光) ===== 
-{{:student:wjzheng.jpg?120 }} Graduated in 2011 \\ Software Development Engineer, Tencent+{{:students:guangling.jpg?120 }} Graduated in 2015 \\ Researcher, WeBank, China \\ URL: https://scholar.google.com.hk/citations?user=d_Y6BFMAAAAJ&hl=en \\ Email: <gling@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: === 
 + 
 +"Learning to Improve Recommender Systems" {{:thesis:thesis_guangling.pdf|Thesis}} {{:thesis:presentation_guangling.pdf|Presentation}} \\ \\
-=== Thesis: ===  
-"Automatic Software Testing Via Mining Software Data" {{:thesis:wujie_phdthesis.pdf|Thesis}} {{:presentation:wujie-defense.ppt|Presentation}} 
=== Journal Paper === === Journal Paper ===
=== Conference Paper === === Conference Paper ===
-  - <html><a name='ase2011'></a></html> "Mining Test Oracles of Web Search Engines,"  **Wujie Zheng**, Hao Ma, M.R. Lyu, Tao Xie, and Irwin King, //in Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011)//, Short Paper, Lawrence, Kan., US, November 6-10, 2011, 408-411. {{:paper:ase11research-p070-zheng-3972-final.pdf|Paper}} {{:conference:ase2011_setest.ppt|Presentation}} [<color black/aqua >SE</color>]  \\ \\  
-  - <html><a name='fse2011'></a></html> "Cross-library API Recommendation using Web Search Engines,"  **Wujie Zheng**, Qirun Zhang, and M.R. Lyu, //in Proceedings of the joint meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering (ESEC/FSE 2011),// New Ideas Track, Szeged, Hungary, September 5-9, 2011, pp. 480-483.  {{:paper:esecnew04z-zheng.pdf|Paper}} {{:presentation:fse2011.ppt|Presentation}} [<color black/aqua >SE</color>]  \\ \\ 
-  - <html><a name='fase2011'></a></html> "Flow-Augmented Call Graph: A New Foundation for Taming API Complexity,"  Qirun Zhang, **Wujie Zheng**, and M.R. Lyu, //in Proceedings of Fundamental Approaches to Software Engineering (FASE 2011), //, Saarbrucken, Germany, March 26 - April 3, 2011, pp. 386-400.  {{:paper:fase2011_qirun.pdf|Paper}} {{:presentation:facg.ppt|Presentation}} [<color black/aqua >SE</color>]  \\ \\  
-  -<html><a name='icse20094'></a></html> "Test Selection for Result Inspection via Mining Predicate Rules," **Wujie Zheng**, M.R. Lyu, and T. Xie, //in Proceedings of the 31st International Conference on Software Engineering (ICSE 2009), New Ideas and Emerging Results,// Vancouver, Canada, May 2009, pp. 219-222. \\ {{:paper:comp0546.pdf|Paper}} {{:paper:icse09_nier_testselection_presentation.pdf|[Presentation]}} {{:paper:icse09_nier_testselection_poster.pdf|Poster}} [<color black/aqua >SE</color>] \\ \\ 
-   +  - <html><a name='gling_recsys2014_ratings'></a></html> "Ratings Meet Reviews, a Combined Approach to Recommend," **Guang Ling**, Michael R. Lyu, Irwin King, //in Proceedings of the 8th ACM Conference on Recommender Systems (RecSys2014),// pp. 105-112, Foster City, USA, October 6 - October 10, 2014. \\ {{:conference:gling_recsys2014_ratings.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  +  - <html><a name='gling_ijcai2013_a'></a></html> "A Unified Framework for Reputation Estimation in Online Rating Systems," **Guang Ling**, Irwin King, Michael R. Lyu, //in Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI2013),// pp. 2670-2676, Beijing, China, August 3 - August 9, 2013. \\ {{:conference:gling_ijcai2013_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='gling_uai2012_response'></a></html> "Response Aware Model-Based Collaborative Filtering," **Guang Ling**, Haiqin Yang, Michael R. Lyu, Irwin King, //in Proceedings of the 28th Conference on Uncertainty in Artificial Intelligence (UAI2012),// pp. 501-510, Catalina Island, USA, August 14 - August 18, 2012. \\ {{:conference:gling_uai2012_response.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='gling_ijcnn2012_online'></a></html> "Online Learning for Collaborative Filtering," **Guang Ling**, Haiqin Yang, Irwin King, Michael R. Lyu, //in Proceedings of the 2012 IEEE International Joint Conference on Neural Networks (IJCNN2012),// pp. 1-8, Brisbane, Australia, June 10 - June 15, 2012. \\ {{:conference:gling_ijcnn2012_online.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + 
 +===== CHEN, Shouyuan (陳首元) ===== 
 +{{:students:shouyuanchen.jpg?120 }} Graduated in 2014 \\ Researcher, Amazon, USA \\ URL: http://www.chenshouyuan.com/ \\ Email: <chenshouyuan@gmail.com> \\ \\
-=====Lin, Zhenjiang Allen (藺振江) ===== 
-{{:student:zjlin.jpg ?120 }} Graduated in 2011 \\ Business Analyst, Citinet Systems Ltd. 
=== Thesis: === === Thesis: ===
- "Link-based Similarity Measurement Techniques and Applications" {{:thesis:thesis_final_version_allen.pdf|Thesis}} {{:presentation:thesis_defense_allen.ppt|Presentation}}+ 
 +"Learning with Limited Samples" {{:thesis:thesis_shouyuanchen.pdf|Thesis}} {{:thesis:presentation_shouyuanchen.pdf|Presentation}} \\ \\
=== Journal Paper === === Journal Paper ===
-  - "MatchSim: A Novel Similarity Measure based on Maximum Neighborhood Matching," **Z. Lin**, M.R. Lyu and I. King, // Knowledge and Information Systems (KAIS)//, pp. 1-26, June 2011.  {{:paper:matchsim_kais_2011.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\+
=== Conference Paper === === Conference Paper ===
-  - "MatchSim: Web pages similarity measurement with maximum matching," **Z. Lin**, I. King, and M.R. Lyu //in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM 2009)//, Hong Kong, China,  November 2-6, 2009. {{:conference:zjlin-cikm2009.pdf|[Paper]}} {{:presentation:cikm2009_poster_zjlin.ppt|Poster}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - "Extending link-based algorithms for similar web pages," **Z. Lin**, I. King, and M.R. Lyu, //Proceedings of the 6th International Conference on Web Intelligence (WI07)//, 2007, pp. 263-266.    {{:paper:2.wi2007_lin.pdf|Paper}}  [<color black/fuchsia>ML</color>] \\ \\ 
-  - "PageSim: A Novel Link-based Measure of Web Page Similarity," **Z. Lin**, M. R. Lyu, and I. King, //in Proceedings of the 15th international conference on World Wide Web (WWW06)//, Edinburgh, Scotland, 23-26 May 2006, pp. 1019-1020.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/WWW06_PageSim.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/WWW06_PageSim_poster.pdf|poster}} [<color black/fuchsia>ML</color>]\\ \\ 
-  - "PageSim: A Novel Link-based Similarity Measure for the World Wide Web," **Z. Lin**, I. King, and M. R. Lyu, //in Proceedings of the 5th International Conference on Web Intelligence (WI06)//, Hong Kong, 28-22 December 2006. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/WI06_PageSim.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/WI06_Presentation.ppt|presentation}}  [<color black/fuchsia>ML</color>]\\ \\ 
-   
-   
-===== Yang, Hai qin (杨海钦)   ===== +  - <html><a name='schen_uai2015_fast'></a></html> "Fast Relative-Error Approximation Algorithm for Ridge Regression," **Shouyuan Chen**, Yang Liu, Michael R. Lyu, Irwin King, Shengyu Zhang, //in Proceedings of the 31st Conference on Uncertainty in Artificial Intelligence (UAI2015),// pp. 201-210, Amsterdam, The Netherlands, July 12 - July 16, 2015. \\ {{:conference:schen_uai2015_fast.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-{{:student:hqyang_s.jpg?120 }} Graduated in 2010 \\ Postdoc, CUHK \\ URL: http://www.cse.cuhk.edu.hk/~hqyang\\ Email: <hqyang@cse.cuhk.edu.hk>\\+  - <html><a name='schen_nips2014_combinatorial'></a></html> "Combinatorial Pure Exploration of Multi-Armed Bandits," **Shouyuan Chen**, Tian Lin, Irwin King, Michael R. Lyu, Wei Chen, //in Proceedings of the 28th Conference on Neural Information Processing Systems (NIPS2014),// pp. 379-387, Montreal, Canada, December 8 - December 13, 2014. \\ <color red>**NIPS 2014 Oral Presentation**</color> \\ {{:conference:schen_nips2014_combinatorial.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='schen_nips2013_exact'></a></html> "Exact and Stable Recovery of Pairwise Interaction Tensors," **Shouyuan Chen**, Michael R. Lyu, Irwin King, Zenglin Xu, //in Proceedings of the 27th Conference on Neural Information Processing Systems (NIPS2013),// pp. 1691-1699, Lake Tahoe, USA, December 5 - December 8, 2013. \\ {{:conference:schen_nips2013_exact.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + 
 +===== LI, Baichuan (李百川) ===== 
 +{{:students:baichuanli.jpg?120 }} Graduated in 2014 \\ Researcher, Baidu Cooperation, China \\ URL: https://scholar.google.com.hk/citations?user=hr-9OS8AAAAJ&hl=en \\ Email: <bcli@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: === 
 + 
 +"A Computational Framework for Question Processing in Community Question Answering Services" {{:thesis:thesis_baichuanli.pdf|Thesis}} {{:thesis:presentation_baichuanli.pdf|Presentation}} \\ \\
-=== Thesis: ===  
-"Sparse Learning Under Regularization Framework" {{:thesis:haiqin_thesis.pdf|Thesis}} {{:thesis:thesis_slr.pdf|Presentation}} 
=== Journal Paper === === Journal Paper ===
-  -<html><a name='neuocomputing20090'></a></html> "Localized support vector regression for time series prediction," **Haiqin Yang**, K. Huang, I. King, and M.R. Lyu.  //Neuocomputing//, vol. 72, iss. 10-12, 2009, pp. 2659-2669.  {{:journal:neurocom_hqyang.pdf|[Paper]}} [<color black/fuchsia>ML</color>] \\ \\ + 
-  -<html><a name='tnn200811'></a></html> "Maxi-Min Margin Machine: Learning Large Margin Classifiers Locally and Globally," K. Huang, **Haiqin Yang**, I. King, and M.R. Lyu, //IEEE Transactions on Neural Networks//, vol. 19, iss. 2, 2008, pp. 260-272. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/TNN2008_Huang.pdf|paper}} [<color black/fuchsia>ML</color>]\\ \\+  - <html><a name='bli_kais2015_a'></a></html> "A Topic-Biased User Reputation Model in Rating Systems," **Baichuan Li**, Rong-Hua Li, Irwin King, Michael R. Lyu, Jeffrey Xu Yu, //Knowledge and Information Systems (KAIS),// vol. 44, no. 3, pp. 581-607, 2015. \\ {{:journal:bli_kais2015_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
=== Conference Paper === === Conference Paper ===
-  - <html><a name='cikm2010'></a></html> "Online Learning for Multi-task Feature Selection," **Haiqin Yang**, Irwin King, and M.R. Lyu, //in Proceedings of the 19th ACM Conference on 
-Information and Knowledge Management (CIKM2010)//,  Toronto, Canada, October 2010.  {{:paper:cikm495-yang.pdf|[Paper]}} [<color black/fuchsia>ML</color>]  \\ \\  
-  - <html><a name='icml2010'></a></html> "Online Learning for Group Lasso," **Haiqin Yang**, Zenglin Xu, Irwin King and M.R. Lyu, //in Proceedings of the 27th International Conference on Machine 
-Learning (ICML2010)//, Haifa, Israel, June 2010. {{:paper:DAGL.pdf|[Paper]}} [<color black/fuchsia>ML</color>]\\ \\   
-  - <html><a name='icml2010'></a></html> "Simple and Efficient Multiple Kernel Learning By Group Lasso," Zenglin Xu, Rong Jin, **Haiqin Yang**, Irwin King, and M.R. Lyu, //in Proceedings of the 27th International Conference on Machine 
-Learning (ICML2010)//, Haifa, Israel, June 2010.  {{:paper:540-MKLGL.pdf|[Paper]}} [<color black/fuchsia>ML</color>]  \\ \\   
-  - <html><a name='ijcnn2010'></a></html> "Multi-task Learning for One-class Classification," **Haiqin Yang**, Irwin King, and M.R. Lyu, //in Proceedings of the 2010 International Joint Conference on Neural Networks (IJCNN2010)//,  Barcelona, Spain, July 2010.  {{:paper:mtoc.pdf|[Paper]}} [<color black/fuchsia>ML</color>]  \\ \\ 
-   
-===== Zheng, Zibin Ben (鄭子彬) ===== +  - <html><a name='bli_emnlp2013_a'></a></html> "A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers," **Baichuan Li**, Jing Liu, Chin-Yew Lin, Irwin King, Michael R. Lyu, //in Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing (EMNLP2013),// pp. 1521-1532, Seattle, USA, October 18 - October 21, 2013. \\ {{:conference:bli_emnlp2013_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-{{:student:zbzheng.jpg ?120 }} Graduated in 2010 \\  URL: http://www.zibinzheng.com\\ Email: <zbzheng@cse.cuhk.edu.hk+ - <html><a name='bli_ijcnn2012_communities'></a></html> "Communities of Yahoo! Answers and Baidu Zhidao: Complementing or competing?," **Baichuan Li**, Michael R. Lyu, Irwin King, //in Proceedings of the 2012 IEEE International Joint Conference on Neural Networks (IJCNN2012),// pp. 1-8, Brisbane, Australia, June 10 - June 15, 2012. \\ {{:conference:bli_ijcnn2012_communities.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-=== Thesis: ===  + - <html><a name='bli_wwwc2012_analyzing'></a></html> "Analyzing and Predicting Question Quality in Community Question Answering Services," **Baichuan Li**, Tan Jin, Michael R. Lyu, Irwin King, Barley Mak, //in Proceedings of the 21st International Conference on World Wide Web Companion (WWW:C2012),// pp. 775-782, Lyon, France, April 16 - April 20, 2012. \\ {{:conference:bli_wwwc2012_analyzing.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
-"QoS Management of Web Services" {{:thesis:zibin-phdthesis.pdf|Thesis}} {{:thesis:zibin-defense.pdf|Presentation}} +  - <html><a name='bli_cikm2011_question'></a></html> "Question Routing in Community Question Answering: Putting Category in Its Place," **Baichuan Li**, Irwin King, Michael R. Lyu, //in Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM2011),// pp. 2041-2044, Glasgow, United Kingdom, October 24 - October 28, 2011. \\ {{:conference:bli_cikm2011_question.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-=== Award === +  - <html><a name='bli_cikm2011_question'></a></html> "Question Identification on Twitter," **Baichuan Li**, Xiance Si, Michael R. Lyu, Irwin King, Edward Y. Chang, //in Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM2011),// pp. 2477-2480, Glasgow, United Kingdom, October 24 - October 28, 2011. \\ {{:conference:bli_cikm2011_question.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  *[[http://wiki.cse.cuhk.edu.hk/user/zbzheng/news#dr._zheng_zibin_received_the_faculty_s_outstanding_thesis_award_2011|Outstanding Thesis Award, Faculty of Engineering, The Chinese University of Hong Kong]] + 
-  * [[https://www.cse.cuhk.edu.hk/lyu/news2/ibmaward|IBM Ph.D. Fellowship]]  +===== ZHANG, Yilei (章一磊) ===== 
-  * [[http://www.cse.cuhk.edu.hk/v5/about/hl/35.html|SIGSOFT Distinguished Paper Award, ICSE2010]]  +{{:students:yileizhang.jpg?120 }} Graduated in 2013 \\ Associate Professor, Anhui Normal University, China \\ URL: https://stonezyl.github.io \\ Email: <stonezyl@gmail.com> \\ \\  
- * [[http://www/v5/about/hl/36.html|Best Student Paper Award, ICWS2010]]+ 
 +=== Thesis: === 
 + 
 +"Modeling and Exploiting QoS Prediction in Cloud and Service Computing" {{:thesis:thesis_yileizhang.pdf|Thesis}} {{:thesis:presentation_yileizhang.pdf|Presentation}} \\ \\
=== Journal Paper === === Journal Paper ===
-  -<html><a name='tsc2010'></a></html> "QoS-Aware Web Service Recommendation by Collaborative Filtering," **Zibin Zheng**, H. Ma, M.R. Lyu, and I. King, //IEEE Transactions on Service Computing (**TSC**)//, to be published. {{:paper:zibin-tsc2011.pdf|Paper}} \\ \\ + 
-  -<html><a name='jwsr2010'></a></html> "Optimal Fault Tolerance Strategy Selection for Web Services," **Zibin Zheng**, M.R. Lyu //International Journal of Web Service Research (**JWSR**)//, Vol. 7, no. 4, pp. 21-40, 2010.   {{:paper:zibinjwsr09.pdf|Paper}} \\ \\ +  - "QoS Prediction in Cloud and Service Computing:  Approaches and Applications," **Yilei Zhang**, Michael R. Lyu, //in Springer Briefs in Computer Science,// Published by Springer, 2017. \\ [[https://link.springer.com/book/10.1007/978-981-10-5278-1|Paper]] [<color black/yellow>DS</color>] \\ \\ 
-  -<html><a name='emse2009'></a></html> "An Adaptive QoS-Aware Fault Tolerance Strategy for Web Services," **Zibin Zheng** and M.R. Lyu, //Springer Journal of Empirical Software Engineering (**EMSE**)//, Vol. 15, No. 4, pp. 323-345, 2010.  {{:publications:zibin-emse.pdf|Paper}} \\ \\+  - <html><a name='yzhang_tsmc2014_an'></a></html> "An Online Performance Prediction Framework for Service-Oriented Systems," **Yilei Zhang**, Zibin Zheng, Michael R. Lyu, //IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC),// vol. 44, no. 9, pp. 1169-1181, 2014. \\ {{:journal:yzhang_tsmc2014_an.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
=== Conference Paper === === Conference Paper ===
-  - <html><a name='dsn2011'></a></html> "A General Anomaly Detection Framework for Internet of Things", **Zibin Zheng**, Jian Wang, Ziyu Zhu, //in Proc. 41st IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2011)// , Fast Abstract, Hong Kong, June 27-30, 2011.  {{:paper:zibin-dsn2011.pdf|Paper}}\\ \\ 
-  - <html><a name='issre2010'></a></html> "FTCloud: A Ranking-based Framework for Fault Tolerant Cloud Applications", **Zibin Zheng**, Tom Chao Zhou, Michael R. Lyu, and Irwin King, //in proceedings of the 21st IEEE International Symposium on Software Reliability Engineering (ISSRE 2010)//,  CA, US, Nov. 1-4, 2010.  {{:paper:zibin-issre2010.pdf|Paper}} \\ \\  
-  - <html><a name='srds2010'></a></html> "CloudRank: A QoS-Driven Component Ranking Framework for Cloud Computing," **Zibin Zheng**, Yilei Zhang, and Michael R. Lyu, //in proceedings of the 28th IEEE International Symposium on Reliable Distributed Systems (SRDS 2010)//, New Delhi, India. Oct.31-Nov.3, 2010.  {{:paper:zibin-srds2010.pdf|Paper}}  \\ \\  
-  - <html><a name='dsn2010'></a></html> "A Collaborative Quality Ranking Framework for Cloud Components," **Zibin Zheng**, M.R. Lyu, //in Proceedings of the 40th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2010)//, fast abstract, Chicago, Illinois, USA, June 28-July 01, 2010.  {{:paper:zibin-dsn2010.pdf|Paper}} \\ \\  
-  - <html><a name='icws2010'></a></html> "Distributed QoS Evaluation for Real-World Web services", **Zibin Zheng**, Yilei Zhang, Michael R. Lyu, //in Proceedings of the 8th  IEEE International Conference on Web Services (ICWS 2010)//, Miami, Florida, USA, July 5-10, 2010. {{:paper:zibin-icws2010.pdf|Paper}} <color red>**Best Student Paper Award**</color>  \\ \\  
-  - <html><a name='icse2010'></a></html> "Collaborative Reliability Prediction for Service-Oriented Systems," **Zibin Zheng**, M.R. Lyu, //in Proceedings of the ACM/IEEE 32nd International Conference on Software Engineering (ICSE 2010)//, Cape Town, South Africa, May 2-8, 2010, pp. 35-44.  {{:paper:icse0061.pdf|Paper}}  <color red>**ACM SIGSOFT Distinguished Paper Award**</color> \\ \\  
-  - <html><a name='rsse2010'></a></html> "Component Recommendation for Cloud Applications," **Zibin Zheng**, M.R. Lyu, //in the 2nd International Workshop on Recommendation Systems for Software Engineering (RSSE 2010), co-loated with ICSE 2010//, Cape Town, South Africa, May 4, 2010, pp 323-345. {{:conference:rsse10_zbzheng.pdf|Paper}}  \\ \\ 
-  - <html><a name='icws2009'></a></html> "WSRec: A Collaborative Filtering based Web Service Recommender System", **Zibin Zheng**, Hao Ma, Michael R. Lyu, Irwin King, //in Proceedings of the 7th  IEEE International Conference on Web Services (ICWS 2009)//,  Los Angeles, CA, USA, July 6-10, 2009, pp. 437-444. {{:paper:zibin_icws09.pdf|Paper}} {{:presentation:icws2009-michael.ppt|Presentation}}  <color red>**Best Paper Award Nomination, Invited for Journal Publication**</color>]\\ \\ 
-  -<html><a name='pfarm20090'></a></html> "A Runtime Dependability Evaluation Framework for Fault Tolerant Web Services", **Zibin Zheng**, M. R. Lyu, // in the International Workshop on Proactive Failure Avoidance, Recovery and Maintenance (PFARM 2009)//, Lisbon, Portugal, June 29, 2009.  {{:paper:pfarm-zibinzheng.pdf|Paper}} {{:presentation:pfarm2009-micahel.pdf|Presentation}}\\ \\ 
-  -<html><a name='dsn20091'></a></html> "A QoS-Aware Fault Tolerant Middleware for Dependable Service Composition", **Zibin Zheng**, M. R. Lyu, //in Proceedings of the 39th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2009)//, Lisbon, Portugal, June 29--July 02, 2009. {{:paper:pds-58-zibinzheng.pdf|Paper}} {{:presentation:dsn2009-michael.pdf|Presentation}}  \\ \\   
-  -<html><a name='issre200817'></a></html> "A QoS-Aware Middleware for Fault Tolerant Web services," **Zibin Zheng**, M.R. Lyu, // in the Proceedings of the IEEE International Symposium on Software Reliability Engineering (ISSRE 2008)//, Seattle, USA,  November 11-14, 2008, pp. 97-106.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/zibin-issre08.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/michael-issre08-presentation.pdf|Presentation}} <color red>**Best Papers for Journal Publication**</color> \\ \\  
-  -<html><a name='icws200820'></a></html> "A Distributed Replication Strategy Evaluation and Selection Framework for Fault Tolerant Web Services," **Zibin Zheng** and M.R. Lyu, //in Proceedings of the IEEE International Conference on Web Services (ICWS 2008),// Beijing, China, September 23-26, 2008, pp. 145-152.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/zibin-icws08.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/zibin-icws08-presentation.pdf|Presentation}}  <color red>**Best Paper Award Nomination, Invited for Journal Publication**</color>]\\ \\  
-  -<html><a name='dsn200821'></a></html> "WS-DREAM: A Distributed Reliability Assessment Mechanism for Web Services," **Zibin Zheng** and M.R. Lyu,  //in Proceedings of the 38th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2008),// Anchorage, Alaska, USA, June 24-27, 2008, pp. 392-397.  {{:paper:ws-dream.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/zibin-dsn08.ppt|Presentation}}  \\ \\  
 +  - <html><a name='yzhang_isorcw2012_real-time'></a></html> "Real-Time Performance Prediction for Cloud Components," **Yilei Zhang**, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 15th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops (ISORCW2012),// pp. 106-111, Shenzhen, China, April 11, 2012. \\ {{:conference:yzhang_isorcw2012_real-time.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='yzhang_issre2011_wspred'></a></html> "WSPred: A Time-Aware Personalized QoS Prediction Framework for Web Services," **Yilei Zhang**, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 22nd IEEE International Symposium on Software Reliability Engineering (ISSRE2011),// pp. 210-219, Tokyo, Japan, November 29 - December 2, 2011. \\ {{:conference:yzhang_issre2011_wspred.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='yzhang_srds2011_exploring'></a></html> "Exploring Latent Features for Memory-Based QoS Prediction in Cloud Computing," **Yilei Zhang**, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 30th Symposium on Reliable Distributed Systems (SRDS2011),// pp. 1-10, Madrid, Spain, October 4 - October 7, 2011. \\ {{:conference:yzhang_srds2011_exploring.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='yzhang_cloud2011_bftcloud'></a></html> "BFTCloud: A Byzantine Fault Tolerance Framework for Voluntary-Resource Cloud Computing," **Yilei Zhang**, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 4th IEEE International Conference on Cloud Computing (CLOUD2011),// pp. 444-451, Washington DC, USA, July 4 - July 9, 2011. \\ {{:conference:yzhang_cloud2011_bftcloud.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='yzhang_icws2010_wsexpress'></a></html> "WSExpress: A QoS-Aware Search Engine for Web Services," **Yilei Zhang**, Zibin Zheng, Michael R. Lyu, //in Proceedings of the 8th IEEE International Conference on Web Services (ICWS2010),// pp. 91-98, Miami, USA, July 5 - July 10, 2010. \\ {{:conference:yzhang_icws2010_wsexpress.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +===== ZHANG, Qirun (章啟潤) =====
 +{{:students:qirunzhang.jpg?120 }} Graduated in 2013 \\ Assistant Professor, Georgia Institute of Technology, USA \\ URL: http://helloqirun.github.io/ \\ Email: <qrzhang@gatech.edu> \\ \\
-   +=== Thesis: ===
-  +
-===== Ma, Hao (馬好)  ===== +"Scaling CFL-Reachability-Based Alias Analysis: Theory and Practice" {{:thesis:thesis_qirunzhang.pdf|Thesis}} {{:thesis:presentation_qirunzhang.pdf|Presentation}} \\ \\
-{{:student:hma.jpg ?120 }} Graduated in 2009 \\ Researcher, Microsoft Research Redmond \\ URL: http://www.cse.cuhk.edu.hk/~hma\\ Email: <hma@cse.cuhk.edu.hk>+
-=== News: ===  +=== Journal Paper === 
-  - [July 27, 2009] A social game "Page Hunt" developed by Hao Ma at Microsoft showed up on MIT Technology Review [[:socialgame|(Related news)]]. + 
 +=== Conference Paper === 
 + 
 +  - <html><a name='qzhang_pldi2013_fast'></a></html> "Fast Algorithms for Dyck-CFL-Reachability with Applications to Alias Analysis," **Qirun Zhang**, Michael R. Lyu, Hao Yuan, Zhendong Su, //in Proceedings of the 34th ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI2013),// pp. 435-446, Seattle, USA, June 16 - June 19, 2013. \\ {{:conference:qzhang_pldi2013_fast.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='qzhang_fase2011_flow-augmented'></a></html> "Flow-Augmented Call Graph: A New Foundation for Taming API Complexity," **Qirun Zhang**, Wujie Zheng, Michael R. Lyu, //in Proceedings of the 14th International Conference on Fundamental Approaches to Software Engineering (FASE2011),// pp. 386-400, Saarbrucken, Germany, March 26 - April 3, 2011. \\ {{:conference:qzhang_fase2011_flow-augmented.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 + 
 +===== ZHOU, Chao Tom (周超) ===== 
 +{{:students:tomzhou.jpg?120 }} Graduated in 2012 \\ Manager, Tencent Cooperation, China \\ URL: https://scholar.google.com/citations?user=U2WBVlkAAAAJ&hl=en \\ Email: <chaozhou1986@gmail.com> \\ \\  
 + 
 +=== Thesis: ===
-=== Thesis: ===  +"Learning with Social Media" {{:thesis:thesis_tomzhou.pdf|Thesis}} {{:thesis:presentation_tomzhou.pdf|Presentation}} \\ \\
-"Learning to Recommend" {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/haom/HaoMa_Thesis.pdf|Thesis}} {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/haom/HaoMa_Defense.ppt|Presentation}} +
=== Journal Paper === === Journal Paper ===
-  -<html><a name='tmm2010'></a></html> "Bridging the Semantic Gap between Image Contents and Tags," **H. Ma**, J. Zhu, M.R. Lyu and I. King, //IEEE Transaction on Multimedia//, vol. 12, no. 5, pp. 462-473, August 2010. {{:paper:Bridging_Double_Column.pdf|Paper}} [<color black/lime >MM</color>]\\ \\ + 
-  -<html><a name='tkde2011'></a></html> "Mining Web Graphs for Recommendations," **H. Ma**, Irwin King and M.R. Lyu, //IEEE Transactions on Knowledge and Data Engineering (TKDE)//, January 2011.  {{:publications:mining_web_graphs_for_recommendations.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ +  - <html><a name='tzhou_kais2015_learning'></a></html> "Learning to Suggest Questions in Social Media," **Tom Chao Zhou**, Michael R. Lyu, Irwin King, Jie Lou, //Knowledge and Information Systems (KAIS),// vol. 43, no. 2, pp. 389-416, 2015. \\ {{:journal:tzhou_kais2015_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
=== Conference Paper === === Conference Paper ===
-  - <html><a name='aaai2010'></a></html> "Diversifying Query Suggestion Results," **Hao Ma**, M.R. Lyu, Irwin King, //in Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI-10)//, Atlanta, Geogia, USA, July 11 - 15, 2010. {{:paper:aaai10hma.pdf|Paper}} [<color black/fuchsia>ML</color>]  \\ \\ 
-  - <html><a name='cikm20092'></a></html> "Semi-Nonnegative Matrix Factorization with Global Statistical Consistency in Collaborative Filtering," **H. Ma**, H. Yang, I. King, and M.R. Lyu, //in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM 2009)//, Hong Kong, China, November 2-6, 2009. {{:conference:hma-cikm2009.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='recsys20091'></a></html> "Learning to Recommend with Trust and Distrust Relationships," **H. Ma**, I. King, and M.R. Lyu, //in Proceedings of the 3rd ACM Conference on Recommender Systems (RecSys 2009)//, New York City, USA, October 22-25, 2009.  {{:conference:hma-recsys2009.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='sigir20092'></a></html> "Learning to Recommend with Social Trust Ensemble," **H. Ma**, I. King, and M.R. Lyu, //in Proceedings of the 32nd Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2009)//, Boston, MA, July 19-23, 2009. {{:conference:hma-sigir2009.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='sin20091'></a></html> "TagRec: Leveraging Tagging Wisdom for Recommendation," T.C. Zhou, **H. Ma**, I. King, and M.R. Lyu, //in Proceedings of Symposium on Social Intelligence and Networking (SIN 2009)//, Vancouver, Canada, August 29-31, 2009.  {{:conference:czhou-cse2009.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='icws2009'></a></html> "WSRec: A Collaborative Filtering based Web Service Recommender System," Z. Zheng, **H. Ma**, M.R. Lyu, and I. King, //in Proceedings of the 7th  IEEE International Conference on Web Services (ICWS 2009)//,  Los Angeles, California, USA, July 6-10, 2009, pp. 437-444. {{:paper:zibinicws09.pdf|Paper}} {{:presentation:icws2009-michael.ppt|Presentation}} [<color black/yellow>DS</color>] \\  \\ 
-  - <html><a name='cikm20086'></a></html> "SoRec: Social Recommendation Using Probabilistic Matrix Factorization," **H. Ma**, H. Yang, M.R. Lyu, and I. King, //in the Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM 2008), //Napa Valley, California, USA, October 26-30, 2008, pp. 931-940.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Social Recommendation-ma.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/SoRec.ppt|Presentation}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='cikm20087'></a></html> "Learning Latent Semantic Relations from Clickthrough Data for Query Suggestion," **H. Ma**, H. Yang, I. King, and M.R. Lyu, //in the Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM 2008), //Napa Valley, California, USA, October 26-30, 2008, pp. 709-718.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Query Suggestion-ma.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/presentation-CIKM2008-QuerySuggestion.pdf|Presentation}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='cikm20088'></a></html> "Mining Social Networks Using Heat Diffusion Processes for Marketing Candidates Selection," **H. Ma**, H. Yang, M.R. Lyu, and I. King, //in the Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM 2008), //Napa Valley, California, USA, October 26-30, 2008, pp. 233-242.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Heat Diffusion-ma.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/Lyu_Marketing.ppt|Presentation}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='sigir200728'></a></html> "Effective Missing Data Prediction for Collaborative Filtering," **H. Ma**, I. King, and M.R. Lyu, //in Proceedings of the 30th International ACM SIGIR Conference//, Amsterdam, July 23-27, 2007, pp. 39-46.    \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/SIGIR07_Ma.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/SIGIR07_Ma_ppt.pdf|Presentation}}  [<color black/fuchsia>ML</color>]\\ \\ 
-   
-   
-   
-===== Zhou, Yang Fan (周揚帆)  ===== +  - <html><a name='tzhou_aaai2012_a'></a></html> "A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering," **Tom Chao Zhou**, Xiance Si, Edward Y. Chang, Irwin King, Michael R. Lyu, //in Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI2012),// Toronto, Canada, July 22 - July 26, 2012. \\ {{:conference:tzhou_aaai2012_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-Graduated in 2009 \\ Associate Professor, Fudan University  \\ Email: <zyf@fudan.edu.cn+  - <html><a name='tzhou_wwwc2012_a'></a></html> "A Classification-Based Approach to Question Routing in Community Question Answering," **Tom Chao Zhou**, Michael R. Lyu, Irwin King, //in Proceedings of the 21st International Conference on World Wide Web Companion (WWW:C2012),// pp. 783-790, Lyon, France, April 16 - April 20, 2012. \\ {{:conference:tzhou_wwwc2012_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
-=== Thesis: ===  +  - <html><a name='tzhou_aaai2011_learning'></a></html> "Learning to Suggest Questions in Online Forums," **Tom Chao Zhou**, Chin-Yew Lin, Irwin King, Michael R. Lyu, Young-In Song, Yunbo Cao, //in Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence (AAAI2011),// San Francisco, USA, August 7 - August 11, 2011. \\ {{:conference:tzhou_aaai2011_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-"Coverage-oriented Network Scheduling and Location-directed Data Collection: Towards Energy-efficient Wireless Sensor Networks" {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/yfzhou/thesis.pdf|Thesis}}  +  - <html><a name='tzhou_aaai2010_userrec'></a></html> "UserRec: A User Recommendation Framework in Social Tagging Systems," **Tom Chao Zhou**, Hao Ma, Michael R. Lyu, Irwin King, //in Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI2010),// Atlanta, USA, July 11 - July 15, 2010. \\ {{:conference:tzhou_aaai2010_userrec.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-{{:presentation:presentation_yfzhou.pdf|Presentation}} + - <html><a name='tzhou_cse2009_tagrec'></a></html> "TagRec: Leveraging Tagging Wisdom for Recommendation," **Tom Chao Zhou**, Hao Ma, Irwin King, Michael R. Lyu, //in Proceedings of the 12th IEEE International Conference on Computational Science and Engineering (CSE2009),// pp. 194-199, Vancouver, Canada, August 29 - August 31, 2009. \\ {{:conference:tzhou_cse2009_tagrec.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + 
 +===== XIONG, Junjie (熊珺潔) ===== 
 +{{:students:junjiexiong.jpg?120 }} Graduated in 2012 \\ Researcher, BIRD Shanghai, China \\ URL: https://dl.acm.org/profile/81490676127 \\ Email: <jjxiong@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: === 
 + 
 +"Protocol Design, Testing, and Diagnosis towards Dependable Wireless Sensor Networks" {{:thesis:thesis_junjiexiong.pdf|Thesis}} {{:thesis:presentation_junjiexiong.pdf|Presentation}} \\ \\
=== Journal Paper === === Journal Paper ===
 +
 +  - <html><a name='jxiong_jnca2013_mdiag'></a></html> "MDiag: Mobility-Assisted Diagnosis for Wireless Sensor Networks," **Junjie Xiong**, Yangfan Zhou, Michael R. Lyu, Evan F. Y. Young, //Journal of Network and Computer Applications (JNCA),// vol. 36, no. 1, pp. 167-177, 2013. \\ {{:journal:jxiong_jnca2013_mdiag.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='jxiong_ijdsn2011_a'></a></html> "A Reliable and Efficient MAC Protocol for Underwater Acoustic Sensor Networks," **Junjie Xiong**, Michael R. Lyu, Kam-Wing Ng, //International Journal of Distributed Sensor Networks (IJDSN),// vol. 7, no. 1, pp. 1-12, 2011. \\ {{:journal:jxiong_ijdsn2011_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
=== Conference Paper === === Conference Paper ===
-  - "Sentomist: Unveiling Transient Sensor Network Bugs via Symptom Mining," **Yangfan Zhou**, Xinyu Chen, M.R. Lyu, and Jiangchuan Liu, //in Proceedings of the 30th International Conference on Distributed Computing Systems (ICDCS 2010)//,Pages 784-794, Genoa, Italy, June 21-25, 2010.  {{:paper:pid1212457.pdf|Paper}} {{:presentation:presentation_icdcs.ppt |[Presentation]}}  \\ \\  
-  - "Reliable Reporting of Delay-Sensitive Events in Wireless Sensor-Actuator Networks," E. C.-H. Ngai, **Yangfan Zhou**, M.R. Lyu, and J. Liu, //The Third IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS'06),// Vancouver, Canada, October 9-12 2006.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/MASS06.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/MASS06.ppt|presentation}} \\ \\  
-  - "An Energy-Efficient Mechanism for Self-Monitoring Sensor Web," **Yangfan Zhou** and M.R. Lyu, //in Proceedings of The 2007 IEEE Aerospace Conference//, Big Sky, MT, USA, 3-10 March, 2007. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Aero07.pdf|Paper}}  \\ \\  
-  - "POWER-SPEED: A Power-Controlled Real-Time Data Transport Protocol for Wireless Sensor-Actuator Networks," **Yangfan Zhou**, E. C.-H. Ngai, M.R. Lyu, and J. Liu, //in Proceedings of The IEEE Wireless Communications and Networking Conference (WCNC'07), Hong Kong//, China, 11-15 March, 2007. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/WCNC07_yangfan.pdf|Paper}} \\ \\  
-  - "LOFT: A Latency-Oriented Fault Tolerant Transport Protocol for Wireless Sensor-Actuator Networks," E. C.-H. Ngai, **Yangfan Zhou**, M.R. Lyu, and J. Liu, //IEEE Global Telecommunications Conference (Globecom'07)//, Washington, DC, USA, November 26-30, 2007. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Globecom07.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/LOFT_globecom07.ppt|presentation}} \\ \\   
-  - "On Sensor Network Reconfiguration Problem for Downtime-Free System Migrations", **Yangfan Zhou**, M. R. Lyu, and Jiangchuan Liu, //In Proc. 
-of the Fifth International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine'08)//, Hong Kong, China, July 28-31, 2008. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/yangfan_qshine08.pdf|Paper}}  \\ \\  
-  - "An Index-Based Sensor-Grouping Mechanism for Field Coverage Wireless Sensor Networks," **Yangfan Zhou**, M.R. Lyu, and J. Liu, //In Proc. of The 2008 IEEE International Conference on Communications (ICC'08)//, Beijing, China, May, 2008. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/yangfan-icc08.pdf|Paper}} \\ \\  
-  - "On Sensor Network Reconfiguration for Downtime-Free System Migration", **Yangfan Zhou**, M.R. Lyu, and Jianchuan Liu, //ACM/Springer Mobile Networks and Applications (MONET)//, Vol. 14, No. 2, pp. 241-252, April, 2009. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/sensorNet.pdf|Paper}} \\ \\  
-   
-   
-   
-   
-===== Deng, Hong Bo (鄧洪波) ===== +  - <html><a name='jxiong_aerospace2012_congestion'></a></html> "Congestion Performance Improvement in Wireless Sensor Networks," **Junjie Xiong**, Michael R. Lyu, Kam-Wing Ng, //in Proceedings of the 2012 IEEE Aerospace Conference (Aerospace2012),// pp. 1-9, Big Sky, Montana, USA, March 3 - March 10, 2012. \\ {{:conference:jxiong_aerospace2012_congestion.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
-{{:student:hbdeng.jpg ?120 }} Graduated in 2009 \\ Research Scientist, Google +  - <html><a name='jxiong_trustcom2011_realproct'></a></html> "RealProct: Reliable Protocol Conformance Testing with Real Nodes for Wireless Sensor Networks," **Junjie Xiong**, Edith C. H. Ngai, Yangfan Zhou, Michael R. Lyu, //in Proceedings of the IEEE 10th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom2011),// pp. 572-581, Changsha, China, November 16 - November 18, 2011. \\ {{:conference:jxiong_trustcom2011_realproct.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='jxiong_msn2010_mitigate'></a></html> "Mitigate the Bottleneck of Underwater Acoustic Sensor Networks via Priority Scheduling," **Junjie Xiong**, Michael R. Lyu, Kam-Wing Ng, //in Proceedings of the 6th International Conference on Mobile Ad-hoc and Sensor Networks (MSN2010),// pp. 53-60, Hangzhou, China, December 20 - December 22, 2010. \\ {{:conference:jxiong_msn2010_mitigate.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 + 
 +===== XIN, Xin (辛欣) ===== 
 +{{:students:xinxin.jpg?120 }} Graduated in 2011 \\ Assistant Professor, Beijing Institute of Technology, China \\ URL: http://cs.bit.edu.cn/szdw/jsml/fjs/xx/index.htm \\ Email: <xxin@bit.edu.cn> \\ \\  
 + 
 +=== Thesis: === 
 + 
 +"Effective Fusion-Based Approaches for Recommender Systems" {{:thesis:thesis_xinxin.pdf|Thesis}} {{:thesis:presentation_xinxin.pdf|Presentation}} \\ \\
-=== Thesis: ===  
-"Web mining techniques for query log analysis and expertise retrieval" {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/hbdeng/phdthesis_final_09.09.18.pdf|Thesis}} {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/hbdeng/Thesis_defense_Hongbo.ppt|Presentation}}  
=== Journal Paper === === Journal Paper ===
-  - <html><a name='tsmcb2012'></a></html> "Enhanced Models for Expertise Retrieval Using Community-Aware Strategies," H. Deng, I. King, and **M.R. Lyu**, //in IEEE Transactions on Systems, Man, and Cybernetics (TSMCB)//, vol. 42, no. 1, 2012. {{:journal:deng2012.pdf|Paper}} \\ \\ 
=== Conference Paper === === Conference Paper ===
-  - "Enhancing Expertise Retrieval Using Community-aware Strategies," **Hongbo Deng**, Irwin King, M.R. Lyu, //in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM 2009)//, Hong Kong, China,  November 2-6, 2009. {{http://appsrv.cse.cuhk.edu.hk/~hbdeng/Deng_EnhancingER_cikm2009.pdf|Paper}} {{http://appsrv.cse.cuhk.edu.hk/~hbdeng/Deng_cikm2009_poster.pdf|Poster}} \\ \\ 
-  - "Entropy-biased Models for Query Representation on the Click Graph." **Hongbo Deng**, Irwin King, Michael R. Lyu. //in Proceedings of the 32nd Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2009)//. Boston, MA, July 19-23, 2009. {{http://appsrv.cse.cuhk.edu.hk/~hbdeng/Deng_EntropyBiasedModel_sigir09.pdf|Paper}} {{http://appsrv.cse.cuhk.edu.hk/~hbdeng/Deng_EntropyBiasedModel_sigir_talk.ppt|Presentation}} \\ \\ 
-  - "A Generalized Co-HITS Algorithm and Its Application to Bipartite Graphs." **Hongbo Deng**, Michael R. Lyu and Irwin King. //In Proceedings of the 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2009)//. Paris, France, June 28th - July 1st, 2009. {{http://appsrv.cse.cuhk.edu.hk/~hbdeng/Deng_Co-HITS_kdd09.pdf|Paper}} {{http://appsrv.cse.cuhk.edu.hk/~hbdeng/Deng_Co-HITS_kdd09_talk.ppt|Presentation}} {{http://appsrv.cse.cuhk.edu.hk/~hbdeng/Deng_kdd09_poster.pdf|Poster}} \\ \\ 
-  - "Effective Latent Space Graph-based Re-ranking Model with Global Consistency," **Hongbo Deng**, Michael R. Lyu and Irwin King, //In Proceedings of the Second ACM International Conference on Web Search and Data Mining (WSDM 2009)//. Barcelona, Spain, 2009. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/p212-deng.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/Deng_RerankingModel_wsdm_talk.pdf|Presentation}} \\ \\ 
-  - "Formal Models for Expert Finding on DBLP Bibliography Data," **Hongbo Deng**, Irwin King and Michael R. Lyu, //In Proceedings of The Eighth IEEE International Conference on Data Mining (ICDM 2008). //Pisa, Italy, Dec. 15-19, 2008. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Deng-ExpertFinding_3502a163.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/ExpertFinding_icdm_talk.ppt|Presentation}} \\ \\ 
-  - "Two-Stage Multi-Class AdaBoost for Facial Expression Recognition," **Hongbo Deng**, Jianke Zhu, Michael R. Lyu and Irwin King. //In Proceedings of International Joint Conference on Neural Networks (IJCNN 2007). //Florida, USA, Aug.12-17, 2007. \\ \\ 
-  +  - <html><a name='xxin_cikm2012_do'></a></html> "Do Ads Compete or Collaborate? Designing Click Models with Full Relationship Incorporated," **Xin Xin**, Irwin King, Ritesh Agrawal, Michael R. Lyu, Heyan Huang, //in Proceedings of the 21st ACM International Conference on Information and Knowledge Management (CIKM2012),// pp. 1839-1843, Maui, USA, October 29 - November 2, 2012. \\ {{:conference:xxin_cikm2012_do.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  + - <html><a name='xxin_wsdm2011_cmap'></a></html> "CMAP: Effective Fusion of Quality and Relevance for Multi-Criteria Recommendation," **Xin Xin**, Michael R. Lyu, Irwin King, //in Proceedings of the 4th ACM International Conference on Web Search and Data Mining (WSDM2011),// pp. 455-464, Hong Kong, China, February 9 - February 12, 2011. \\ {{:conference:xxin_wsdm2011_cmap.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='xxin_cikm2009_a'></a></html> "A Social Recommendation Framework Based on Multi-Scale Continuous Conditional Random Fields," **Xin Xin**, Irwin King, Hongbo Deng, Michael R. Lyu, //in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM2009),// pp. 1247-1256, Hong Kong, China, November 2 - November 6, 2009. \\ {{:conference:xxin_cikm2009_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + 
 +===== ZHENG, Wujie (鄭吳傑) ===== 
 +{{:students:wujiezheng.jpg?120 }} Graduated in 2011 \\ Researcher, Tencent Cooperation, China \\ URL: https://dl.acm.org/profile/81436593271 \\ Email: <wjzheng@cse.cuhk.edu.hk> \\ \\
-=====Li, Xiaoqi GiGi (李曉琦)===== 
-{{:student:021_3_120.jpg ?120 }}  Graduated in 2009 \\ BarcLays Capital\\  URL: [[http://www.cse.cuhk.edu.hk/~lyu/student/phd/gigi/www/index.html|Homepage]]\\   
=== Thesis: === === Thesis: ===
- "Achieving Secure and Cooperative Wireless Networks with Trust Modeling and Game Theory"  + 
-{{http://www.cse.cuhk.edu.hk/~lyu/student/phd/gigi/thesis_final_20090809_xqli.pdf|Thesis}}  +"Automatic Software Testing Via Mining Software Data" {{:thesis:thesis_wujiezheng.pdf|Thesis}} {{:thesis:presentation_wujiezheng.pdf|Presentation}} \\ \\  
-{{http://www.cse.cuhk.edu.hk/~lyu/student/phd/gigi/Thesis_Oral_Defense.ppt|Presentation}} + 
 +=== Journal Paper === 
=== Conference Paper === === Conference Paper ===
-  - "A Coalitional Game Model for Heat Diffusion Based Incentive Routing and Forwarding Scheme", **Xiaoqi Li**, Wujie Zheng, Michael R. Lyu, //in Proceedings of the IFIP Networking (IFIP Networking 2009)//, Aachen, Germany, May 11-15, 2009.  {{:publications:a_coalitional_game_model_for_heat_diffusion_based_incentive_routing_and.pdf|Paper}} \\ \\ 
-  - "A Novel Coalitional Game Model for Security Issues in Wireless Networks," **Xiaoqi Li**, Michael R. Lyu, //in Proceedings of IEEE Global Telecommunications Conference 2008 (GLOBECOM'08)//, New Orleans, LA, USA. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/globecom08-revised.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/Globecom2008slides.ppt|presentation}} \\ \\ 
-  - "A Trust Model Based Routing Protocol for Secure Ad Hoc Networks," **Xiaoqi Li**, Michael R. Lyu, and Jiangchuan Liu, //2004 IEEE Aerospace Conference//, Big Sky, MT, March 6-13, 2004. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Aero04_TAODV.pdf|Paper}} \\ \\ 
-   
-   
-===== Zhu, Jian Ke Jackie (朱建科) ===== +  - <html><a name='wzheng_ase2011_mining'></a></html> "Mining Test Oracles of Web Search Engines," **Wujie Zheng**, Hao Ma, Michael R. Lyu, Tao Xie, Irwin King, //in Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE2011),// pp. 408-411, Lawrence, USA, November 6 - November 10, 2011. \\ {{:conference:wzheng_ase2011_mining.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
-{{:student:jackie.jpg ?120 }} Graduated in 2008 \\ Associate Professor, Zhejiang University, China \\ URL: http://jkzhu.github.io \\ Email: <jkzhu@zju.edu.cn> +  - <html><a name='wzheng_esecfse2011_cross-library'></a></html> "Cross-Library API Recommendation Using Web Search Engines," **Wujie Zheng**, Qirun Zhang, Michael R. Lyu, //in Proceedings of the 19th ACM SIGSOFT International Symposium on Foundations of Software Engineering and the 13th European Software Engineering Conference (ESEC/FSE2011),// pp. 480-483, Szeged, Hungary, September 5 - September 9, 2011. \\ {{:conference:wzheng_esecfse2011_cross-library.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
-=== Thesis: ===  + - <html><a name='wzheng_ase2010_random'></a></html> "Random Unit-Test Generation with MUT-Aware Sequence Recommendation," **Wujie Zheng**, Qirun Zhang, Michael R. Lyu, Tao Xie, //in Proceedings of the 25th IEEE/ACM International Conference on Automated Software Engineering (ASE2010),// pp. 293-296, Antwerp, Belgium, September 20 - September 24, 2010. \\ {{:conference:wzheng_ase2010_random.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
-Deformable Surface Recovery and Its Applications +  - <html><a name='wzheng_icsec2009_test'></a></html> "Test Selection for Result Inspection via Mining Predicate Rules," **Wujie Zheng**, Michael R. Lyu, Tao Xie, //in Proceedings of the 31st International Conference on Software Engineering Companion Volume (ICSE:C2009),// pp. 219-222, Vancouver, Canada, May 16 - May 24, 2009. \\ {{:conference:wzheng_icsec2009_test.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
-{{http://www.cse.cuhk.edu.hk/~lyu/student/phd/jackie/thesis.pdf|thesis}}  +
-{{http://www.cse.cuhk.edu.hk/~lyu/student/phd/jackie/Jackie_Term2_ppt.pdf|presentation}} +
-<color red>**[[http://www.cse.cuhk.edu.hk/~lyu/student/phd/jackie/ota2009-jkzhu.jpg|Outstanding Thesis Award 2009]]**</color>+
-=== Videos: === +===== LIN, Zhenjiang Allen (藺振江) ===== 
-Nonrigid surface detection:  +{{:students:zhenjianglin.jpg?120 }} Graduated in 2011 \\ Business Analyst, CITINet Systems Ltd., China \\ URL: https://scholar.google.com.au/citations?user=s8I4jjEAAAAJ&hl=en \\ Email: <zjlin@cse.cuhk.edu.hk> \\ \\  
-[[http://www.cse.cuhk.edu.hk/~lyu/student/phd/jackie/cvpr07_paper.avi|cvpr07_paper.avi]] + 
-[[http://www.cse.cuhk.edu.hk/~lyu/student/phd/jackie/cvpr07_tshirt.avi|cvpr07_tshirt.avi]] +=== Thesis: ===
-\\ Fusion Approach:  +
-[[http://www.cse.cuhk.edu.hk/~lyu/student/phd/jackie/fig14a_fusion_only.avi|fig14a_fusion_only.avi]] +
-[[http://www.cse.cuhk.edu.hk/~lyu/student/phd/jackie/fig14b_fusion_only.avi|fig14b_fusion_only.avi]] +
-[[http://www.cse.cuhk.edu.hk/~lyu/student/phd/jackie/fusion_cover1.avi|fusion_cover1.avi]] +
-[[http://www.cse.cuhk.edu.hk/~lyu/student/phd/jackie/fusion_cover2.avi|fusion_cover2.avi]] +
-[[http://www.cse.cuhk.edu.hk/~lyu/student/phd/jackie/fusion_rio.avi|fusion_rio.avi]] +
-\\ 3D deformable Surface Tracking: +
-[[http://www.cse.cuhk.edu.hk/~lyu/student/phd/jackie/fig5_bend.avi|fig5_bend.avi]] +
-[[http://www.cse.cuhk.edu.hk/~lyu/student/phd/jackie/fig6_wave.avi|fig6_wave.avi]] +
-[[http://www.cse.cuhk.edu.hk/~lyu/student/phd/jackie/fig7_fold.avi|fig7_fold.avi]] +
-[[http://www.cse.cuhk.edu.hk/~lyu/student/phd/jackie/fig8_bag.avi|fig8_bag.avi]] +
-[[http://www.cse.cuhk.edu.hk/~lyu/student/phd/jackie/fig9_cloth.avi|fig9_cloth.avi]]+
 +"Link-Based Similarity Measurement Techniques and Applications" {{:thesis:thesis_zhenjianglin.pdf|Thesis}} {{:thesis:presentation_zhenjianglin.pdf|Presentation}} \\ \\
=== Journal Paper === === Journal Paper ===
-  - "Face Annotation Using Transductive Kernel Fisher Discriminant", **J. Zhu**, S.C.H. Hoi, and M.R. Lyu, //IEEE Trans. on Multimedia//, vol. 10, iss. 01, pp. 86-96, January 2008.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/tmm08face.pdf|Paper}}  \\ \\ 
-  - "Robust Regularized Kernel Regression," **J. Zhu**, S.C.H. Hoi and M. R. Lyu, To appear in //IEEE Trans. on Systems, Man, and Cybernetics - Part B: Cybernetics//. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/jk_tsmcb.pdf|Paper}} \\ \\ 
-  - "A Fast 2D Shape Recovery Approach by Fusing Features and Appearance," Jianke Zhu, M. R. Lyu and Thomas S. Huang, //IEEE Transaction on Pattern Analysis and Machine Intelligence//, Vol. 31, No. 7, pp. 1012-1244, July, 2009. {{:paper:tpami09.pdf|Paper}}\\ \\ 
 +  - <html><a name='zlin_kais2012_matchsim'></a></html> "MatchSim: A Novel Similarity Measure Based on Maximum Neighborhood Matching," **Zhenjiang Lin**, Michael R. Lyu, Irwin King, //Knowledge and Information Systems (KAIS),// vol. 32, no. 1, pp. 141-166, 2012. \\ {{:journal:zlin_kais2012_matchsim.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
=== Conference Paper === === Conference Paper ===
-  - "Automatic 3D Face Modeling Using 2D Active Appearance Models," **J. Zhu**, S.C.H. Hoi, E. Yau, and M.R. Lyu,  //Proceedings of the 13th Pacific Conference on Computer Graphics and Applications//, Macau, China, October 12-14, 2005.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/pg05.pdf|Paper}} \\ \\ 
-  - "Real-Time Non-Rigid Shape Recovery via Active Appearance Models for Augmented Reality," **J. Zhu**, S. C.H. Hoi, E. Yau and M.R. Lyu, //in Proceedings 9th European Conference on Computer Vision (ECCV2006)//, Graz, Austria, May 7 - 13, 2006. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/eccv06.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/eccv06_poster.ppt|Presentation}}\\ \\ 
-  - "Batch Mode Active Learning and Its application to Medical Image Classification," S. C. H. Hoi, R. Jin, **J. Zhu** and M.R. Lyu, //in Proceedings The 23rd International Conference on Machine Learning (ICML2006)//, Pittsburgh, Penn, US, June 25-29, 2006.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICML06_BMAL_CR.pdf|Paper}} \\ \\ 
-  - "CUHK at ImageCLEF 2005: Cross-Language and Cross-Media Image Retrieval," S. C. H. Hoi, **J. Zhu** and M.R. Lyu, //In Proceedings of Cross Language Evaluation Forum campaign (CLEF 2005),// LNCS 4022, Springer, pp.602-611, 2006.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ImageCLEF_CUHK_10_Jan.pdf|Paper}} \\ \\ 
-  - "Progressive Finite Newton Approach To Real-time Nonrigid Surface Detection," **J. Zhu**, M.R. Lyu, //in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2007),// 19-21 June 2007. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/CVPR07_Jackie2.pdf|Paper}}  \\ \\ 
-  - "A Multi-Scale Tikhonov Regularization Scheme for Implicit Surface Modelling," **J. Zhu**, S. C. H. Hoi, M.R. Lyu, //in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2007),// 19-21 June 2007. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/jkcvpr07.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/cvpr07_poster.ppt|Presentation}}\\ \\ 
-  - "Efficient Convex Relaxation for Transductive Support Vector Machine," Z. Xu, R. Jin, **J. Zhu**, I. King and M.R. Lyu, //Advances in Neural Information Processing Systems (NIPS'2007),// 2008. \\ \\ 
-  - "Semi-Supervised SVM Batch Mode Active Learning for Image Retrieval," S. C. H. Hoi, R. Jin, **J. Zhu**, M.R. Lyu, //in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2008),// June 2008. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/cvpr-al-08.pdf|Paper}} \\ \\ 
-  - "An Effective Approach to 3D Deformable Surface Tracking," **J. Zhu**, S. C.H. Hoi, Z. Xu and M.R. Lyu, //in Proceedings 10th European Conference on Computer Vision (ECCV2008)//, 2008. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/eccv08.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/eccv08.ppt|Presentation}} \\ \\ 
-  - "Near-Duplicate Keyframe Retrieval by Nonrigid Image Matching," **J. Zhu**, S. C.H. Hoi, M.R. Lyu and S. Yan, //in ACM Multimedia’2008//, 2008. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/mm08_jk.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/acm_mm08.pdf|Presentation}} \\ \\ 
-   +  - <html><a name='zlin_cikm2009_matchsim'></a></html> "MatchSim: A Novel Neighbor-Based Similarity Measure with Maximum Neighborhood Matching," **Zhenjiang Lin**, Michael R. Lyu, Irwin King, //in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM2009),// pp. 1613-1616, Hong Kong, China, November 2 - November 6, 2009. \\ {{:conference:zlin_cikm2009_matchsim.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-   +  - <html><a name='zlin_wi2007_extending'></a></html> "Extending Link-Based Algorithms for Similar Web Pages with Neighborhood Structure," **Zhenjiang Lin**, Michael R. Lyu, Irwin King, //in Proceedings of the 6th IEEE / WIC / ACM International Conference on Web Intelligence (WI2007),// pp. 263-266, Silicon Valley, USA, November 2 - November 5, 2007. \\ {{:conference:zlin_wi2007_extending.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
-  +  - <html><a name='zlin_wi2006_pagesim'></a></html> "PageSim: A Novel Link-Based Similarity Measure for the World Wide Web," **Zhenjiang Lin**, Irwin King, Michael R. Lyu, //in Proceedings of the 5th IEEE / WIC / ACM International Conference on Web Intelligence (WI2006),// pp. 687-693, Hong Kong, China, December 18 - December 22, 2006. \\ {{:conference:zlin_wi2006_pagesim.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='zlin_www2006_pagesim'></a></html> "PageSim: A Novel Link-Based Measure of Web Page Similarity," **Zhenjiang Lin**, Michael R. Lyu, Irwin King, //in Proceedings of the 15th International Conference on World Wide Web (WWW2006),// pp. 1019-1020, Edinburgh, The United Kingdom, May 23 - May 26, 2006. \\ {{:conference:zlin_www2006_pagesim.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
-===== Xu, Zenglin (徐增林) ===== +===== YANG, Haiqin (楊海欽) ===== 
-{{:student:zlxu.jpg ?120 }}   Graduated in 2008 \\ Professor, University of Electronc Science and Technology of China \\ Email: <zlxu@uestc.edu.cn>+{{:students:haiqinyang.jpg?120 }} Graduated in 2010 \\ SAIL Lab Founder, Ping An Life Insurance Co. of China Ltd., China \\ URL: https://hqyang.github.io/ \\ Email: <hqyang@ieee.org> \\ \\
=== Thesis: === === Thesis: ===
-"Learning from Unlabeled Data" {{:thesis:thesis_zlxu.pdf|Thesis}} {{:presentation:presentation_zlxu.pdf|Presentation}} + 
 +"Sparse Learning Under Regularization Framework" {{:thesis:thesis_haiqinyang.pdf|Thesis}} {{:thesis:presentation_haiqinyang.pdf|Presentation}} \\ \\
=== Journal Paper === === Journal Paper ===
 +
 +  - <html><a name='hyang_neurnet2015_budget'></a></html> "Budget Constrained Non-Monotonic Feature Selection," **Haiqin Yang**, Zenglin Xu, Michael R. Lyu, Irwin King, //Neural Networks (NEURNET),// vol. 71, pp. 214-224, 2015. \\ {{:journal:hyang_neurnet2015_budget.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hyang_neurnet2015_maximum'></a></html> "Maximum Margin Semi-Supervised Learning with Irrelevant Data," **Haiqin Yang**, Kaizhu Huang, Irwin King, Michael R. Lyu, //Neural Networks (NEURNET),// vol. 70, pp. 90-102, 2015. \\ {{:journal:hyang_neurnet2015_maximum.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hyang_tkde2015_boosting'></a></html> "Boosting Response Aware Model-Based Collaborative Filtering," **Haiqin Yang**, Guang Ling, Yuxin Su, Michael R. Lyu, Irwin King, //IEEE Transactions on Knowledge and Data Engineering (TKDE),// vol. 27, no. 8, pp. 2064-2077, 2015. \\ {{:journal:hyang_tkde2015_boosting.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hyang_tkdd2013_efficient'></a></html> "Efficient Online Learning for Multitask Feature Selection," **Haiqin Yang**, Michael R. Lyu, Irwin King, //ACM Transactions on Knowledge Discovery from Data (TKDD),// vol. 7, no. 2, pp. 6:1-6:27, 2013. \\ {{:journal:hyang_tkdd2013_efficient.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - "Sparse Learning Under Regularization Framework: Theory and Applications," **Haiqin Yang**, Irwin King, Michael R. Lyu, //in ,// Published by LAP LAMBERT Academic Publishing, 2011. \\ [[https://www.amazon.com/Sparse-Learning-Under-Regularization-Framework/dp/3844330305|Paper]] [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hyang_tnn2011_efficient'></a></html> "Efficient Sparse Generalized Multiple Kernel Learning," **Haiqin Yang**, Zenglin Xu, Jieping Ye, Irwin King, Michael R. Lyu, //IEEE Transactions on Neural Networks (TNN),// vol. 22, no. 3, pp. 433-446, 2011. \\ {{:journal:hyang_tnn2011_efficient.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hyang_neurocomputing2009_localized'></a></html> "Localized Support Vector Regression for Time Series Prediction," **Haiqin Yang**, Kaizhu Huang, Irwin King, Michael R. Lyu, //Neurocomputing (NEUROCOMPUTING),// vol. 72, no. 10-12, pp. 2659-2669, 2009. \\ {{:journal:hyang_neurocomputing2009_localized.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
=== Conference Paper === === Conference Paper ===
-  - "Simple and Efficient Multiple Kernel Learning By Group Lasso," **Zenglin Xu**, Rong Jin, Haiqin Yang, Irwin King, and M.R. Lyu, //in Proceedings of the 27th International Conference on Machine 
-Learning (ICML2010)//, Haifa, Israel, 2010.  {{:paper:540-MKLGL.pdf|[Paper]}}  \\ \\   
-  - "Smooth Optimization for Effective Multiple Kernel Learning," **Zenglin Xu**, Rong Jin, Shenghuo Zhu, M.R. Lyu, and Irwin King, //in Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI-10)//, Atlanta, Geogia, USA, July 11 - 15, 2010. {{:paper:smoothmkl.pdf|[Paper]}}  \\ \\   
-  - "An Extended Level Method for Multiple Kernel Learning", **Zenglin Xu**, Rong Jin, Irwin King, and Michael R. Lyu, // In Advances in Neural Information Processing Systems (NIPS 22), 2008. // {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/mkl.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/Presentation/level_method_multiple_kernel_learning.ppt|Presentation}}  \\ \\ 
-  - "Semi-supervised text categorization by active search", **Zenglin Xu**,  Rong Jin, Kaizhu Huang, Irwin King, and M.R. Lyu. // Appearing in Proceedings of ACM 17th Conference on Information and Knowledge Management (CIKM 2008)//, 2008. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Semi-supervised_Text_Categorization.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/Presentation/Semi-supervised_Text_Categorization.ppt|Presentation}}  \\ \\ 
-  - "Semi-supervised Learning from General Unlabeled Data", Kaizhu Huang, **Zenglin Xu**, Irwin King, and M.R. Lyu, //Appearing in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008),//Pisa, Italy, Dec. 15-19, 2008.. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/huang_USSL_3502a273.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/Presentation/Huang_ICDM08_USSL.pdf|Presentation}}  \\ \\ 
-  - "An Effective Approach to 3D Deformable Surface Tracking", Jianke Zhu, Steven Hoi, **Zenglin Xu** and Michael R. Lyu, //Appearing in Proceedings of the 10th European Conference on Computer Vision (ECCV 2008)//, accepted, 2008.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ECCV08.pdf|Paper}}  \\ \\ 
-  - "Efficient convex relaxation for transductive support vector machine", **Zenglin Xu**, R. Jin, J. Zhu, I. King, and M.R. Lyu, In J. Platt, D. Koller, Y. Singer, and S. Roweis, editors, // Advances in Neural Information Processing Systems 20//, pages 1641-1648, MIT Press, Cambridge, MA, 2008. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Efficient%20Convex%20Relaxation%20for%20TSVM.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/Presentation/Efficient%20Convex%20Relaxation%20for%20TSVM_present.ppt|Presentation}}    \\ \\ 
-  - "Web page classification with heterogeneous data fusion," **Zenglin Xu**, I. King, and M.R. Lyu, // in Proceedings of the 16th international conference on World Wide Web (WWW 2007)//, Banff, Alberta, Canada, 8-12 May 2007, pp. 1171–1172. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/www07-zenglin.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/Presentation/www07-zenglin.ppt|Poster}}  \\ \\ 
-  - "Maximum margin based semi-supervised spectral kernel learning," **Zenglin Xu**, J. Zhu, I. King, and M.R. Lyu, //in Proceedings of 20th International Joint Conference on Neural Network (IJCNN)//, 12-17 August 2007.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/IJCNN07_Zenglin.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/Presentation/IJCNN07_Zenglin_ppt.pdf|Presentation}}    \\ \\ 
-   
-   
-   
-   
-   
-===== Chan, Pik Wah Pat (陳碧華) ===== +  - <html><a name='hyang_iconip2014_non-monotonic'></a></html> "Non-Monotonic Feature Selection for Regression," **Haiqin Yang**, Zenglin Xu, Irwin King, Michael R. Lyu, //in Proceedings of the 21st International Conference on Neural Information Processing (ICONIP2014),// pp. 44-51, Kuching, Malaysia, November 3 - November 6, 2014. \\ {{:conference:hyang_iconip2014_non-monotonic.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-{{:student:pwchan.jpg?120 }} Graduated in 2008 \\ Lecturer, PolyU HKCC \\ Email: <ccpat{at}hkcc-polyu.edu.hk> +  - <html><a name='hyang_nipsbiglearning2013_online'></a></html> "Online Imbalanced Learning with Kernels," **Haiqin Yang**, Junjie Hu, Michael R. Lyu, Irwin King, //in Proceedings of the 27th Conference on Neural Information Processing Systems Workshop on Big Learning: Advances in Algorithms and Data Management (NIPS:Big Learning2013),// pp. 5-10, Lake Tahoe, USA, December 5 - December 8, 2013. \\ {{:conference:hyang_nipsbiglearning2013_online.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hyang_cikm2011_can'></a></html> "Can Irrelevant Data Help Semi-Supervised Learning, Why and How?," **Haiqin Yang**, Shenghuo Zhu, Irwin King, Michael R. Lyu, //in Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM2011),// pp. 937-946, Glasgow, United Kingdom, October 24 - October 28, 2011. \\ {{:conference:hyang_cikm2011_can.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hyang_cikm2010_online'></a></html> "Online Learning for Multi-Task Feature Selection," **Haiqin Yang**, Irwin King, Michael R. Lyu, //in Proceedings of the 19th ACM Conference on Information and Knowledge Management (CIKM2010),// pp. 1693-1696, Toronto, Canada, October 26 - October 30, 2010. \\ {{:conference:hyang_cikm2010_online.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hyang_ijcnn2010_multi-task'></a></html> "Multi-Task Learning for One-Class Classification," **Haiqin Yang**, Irwin King, Michael R. Lyu, //in Proceedings of the 2010 IEEE International Joint Conference on Neural Networks (IJCNN2010),// pp. 1-8, Barcelona, Spain, July 18 - July 23, 2010. \\ {{:conference:hyang_ijcnn2010_multi-task.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hyang_icml2010_online'></a></html> "Online Learning for Group Lasso," **Haiqin Yang**, Zenglin Xu, Irwin King, Michael R. Lyu, //in Proceedings of the 27th International Conference on Machine Learning (ICML2010),// pp. 1191-1198, Haifa, Israel, June 21 - June 24, 2010. \\ {{:conference:hyang_icml2010_online.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hyang_ijcnn2008_efficient'></a></html> "Efficient Minimax Clustering Probability Machine by Generalized Probability Product Kernel," **Haiqin Yang**, Kaizhu Huang, Irwin King, Michael R. Lyu, //in Proceedings of the 2008 IEEE International Joint Conference on Neural Networks (IJCNN2008),// pp. 4014-4019, Hong Kong, China, June 1 - June 6, 2008. \\ {{:conference:hyang_ijcnn2008_efficient.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hyang_iconip2004_outliers'></a></html> "Outliers Treatment in Support Vector Regression for Financial Time Series Prediction," **Haiqin Yang**, Kaizhu Huang, Laiwan Chan, Irwin King, Michael R. Lyu, //in Proceedings of the 11th International Conference on Neural Information Processing (ICONIP2004),// pp. 1260-1265, Calcutta, India, November 22 - November 25, 2004. \\ {{:conference:hyang_iconip2004_outliers.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + 
 +===== ZHENG, Zibin Ben (鄭子彬) ===== 
 +{{:students:zibinzheng.jpg?120 }} Graduated in 2010 \\ Professor, Sun Yat-sen University, China \\ URL: http://www.zibinzheng.com/ \\ Email: <zibinzheng2@yeah.net> \\ \\  
 + 
 +=== Thesis: === 
 + 
 +"QoS Management of Web Services" {{:thesis:thesis_zibinzheng.pdf|Thesis}} {{:thesis:presentation_zibinzheng.pdf|Presentation}} \\ \\
-=== Thesis: ===  
-"Building Reliable Web Services: Methodology, Composition, Modeling and Experiment" {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/pat/thesis.pdf|thesis}}  {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/pat/phd_defence.ppt|Presentation}}  
=== Journal Paper === === Journal Paper ===
-  - "A Novel Scheme for Hybrid Digital Video Watermarking: Approach Evaluation and Experimentation," **P.W. Chan**, M.R. Lyu, and R. T. Chin, //IEEE Transactions on Circuits and Systems for Video Technology// , vol. 15, no. 12, December 2005, pp. 1638-1649.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/csvt.pdf|Paper}}  
 +  - <html><a name='zzheng_scis2015_service'></a></html> "Service Fault Tolerance for Highly Reliable Service-Oriented Systems: An Overview," **Zibin Zheng**, Michael R. Lyu, Huaimin Wang, //Science China Information Sciences (SCIS),// vol. 58, no. 5, pp. 1-12, 2015. \\ {{:journal:zzheng_scis2015_service.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='zzheng_tc2015_selecting'></a></html> "Selecting an Optimal Fault Tolerance Strategy for Reliable Service-Oriented Systems with Local and Global Constraints," **Zibin Zheng**, Michael R. Lyu, //IEEE Transactions on Computers (TC),// vol. 64, no. 1, pp. 219-232, 2015. \\ {{:journal:zzheng_tc2015_selecting.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='zzheng_tsc2014_investigating'></a></html> "Investigating QoS of Real-World Web Services," **Zibin Zheng**, Yilei Zhang, Michael R. Lyu, //IEEE Transactions on Services Computing (TSC),// vol. 7, no. 1, pp. 32-39, 2014. \\ {{:journal:zzheng_tsc2014_investigating.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - "QoS Management of Web Services," **Zibin Zheng**, Michael R. Lyu, //in Advanced Topics in Science and Technology in China,// Published by Springer, 2013. \\ [[https://link.springer.com/book/10.1007/978-3-642-34207-3|Paper]] [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='zzheng_tosem2013_personalized'></a></html> "Personalized Reliability Prediction of Web Services," **Zibin Zheng**, Michael R. Lyu, //ACM Transactions on Software Engineering and Methodology (TOSEM),// vol. 22, no. 2, pp. 12:1-12:25, 2013. \\ {{:journal:zzheng_tosem2013_personalized.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='zzheng_tpds2013_qos'></a></html> "QoS Ranking Prediction for Cloud Services," **Zibin Zheng**, Xinmiao Wu, Yilei Zhang, Michael R. Lyu, Jianmin Wang, //IEEE Transactions on Parallel and Distributed Systems (TPDS),// vol. 24, no. 6, pp. 1213-1222, 2013. \\ {{:journal:zzheng_tpds2013_qos.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='zzheng_tsc2013_collaborative'></a></html> "Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization," **Zibin Zheng**, Hao Ma, Michael R. Lyu, Irwin King, //IEEE Transactions on Services Computing (TSC),// vol. 6, no. 3, pp. 289-299, 2013. \\ {{:journal:zzheng_tsc2013_collaborative.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='zzheng_tsc2012_component'></a></html> "Component Ranking for Fault-Tolerant Cloud Applications," **Zibin Zheng**, Tom Chao Zhou, Michael R. Lyu, Irwin King, //IEEE Transactions on Services Computing (TSC),// vol. 5, no. 4, pp. 540-550, 2012. \\ {{:journal:zzheng_tsc2012_component.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='zzheng_tsc2011_qos-aware'></a></html> "QoS-Aware Web Service Recommendation by Collaborative Filtering," **Zibin Zheng**, Hao Ma, Michael R. Lyu, Irwin King, //IEEE Transactions on Services Computing (TSC),// vol. 4, no. 2, pp. 140-152, 2011. \\ {{:journal:zzheng_tsc2011_qos-aware.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='zzheng_emse2010_an'></a></html> "An Adaptive QoS-Aaware Fault Tolerance Strategy for Web Services," **Zibin Zheng**, Michael R. Lyu, //Empirical Software Engineering (EMSE),// vol. 15, no. 4, pp. 323-345, 2010. \\ {{:journal:zzheng_emse2010_an.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='zzheng_ijwsr2010_optimal'></a></html> "Optimal Fault Tolerance Strategy Selection for Web Services," **Zibin Zheng**, Michael R. Lyu, //International Journal of Web Services Research (IJWSR),// vol. 7, no. 4, pp. 21-40, 2010. \\ {{:journal:zzheng_ijwsr2010_optimal.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
=== Conference Paper === === Conference Paper ===
-  - "ARCADE: Augmented Reality Computing Arena for Digital Entertainment," M.R. Lyu, I. King, T.T. Wong, E. Yau, and **P.W. Chan**, //Proceedings 2005 IEEE Aerospace Conference//, Big Sky, Montana, U.S.A., March 5-12 2005. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/aero2005_lyu.pdf|Paper}} \\ \\ 
-  - "Digital Video Watermarking with a Genetic Algorithm," **P.W. Chan** and M.R. Lyu, //Proceedings 2005 International Conference on Digital Archive Technologies (ICDAT '05),// Taipei, Taiwan, June 16-17, 2005, pp. 139-153.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/icdat05.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/Presentation/icdat05.ppt|Presentation}} \\ \\ 
-  - "Making Services Fault Tolerant," **P.W. Chan**, M.R. Lyu, and M. Malek, //the 3rd International Service Availability Symposium (ISAS 2006),// Helsinki, Finland, May 15-16, 2006; Lecture Notes in Computer Science, vol. 4328, Springer, 2006, pp. 43-61.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ISAS06.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/Presentation/ISAS06.ppt|[Presentation}}  \\ \\ 
-  - "Reliable web services: Methodology, experiment and modeling," P. Chan, M.R. Lyu, and M. Malek, //in Proceedings of IEEE International Conference on Web Services (ICWS 2007)//, Salt Lake City, USA, 9-13 July 2007.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICWS07-Pat.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/Presentation/ICWS2007.ppt|Presentation}} \\ \\ 
-  - Developing Aerospace Applications with a Reliable Web Services Paradigm," **P.W. Chan** and M.R. Lyu, //in Proc. of The 2008 IEEE Aerospace Conference//, Big Sky, MT, USA, 1-8 March, 2008.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/z07_0806.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/Presentation/aero08.ppt|Presentation}}  \\ \\ 
-   +  - <html><a name='zzheng_bigdatacongress2013_service-generated'></a></html> "Service-Generated Big Data and Big Data-as-a-Service: An Overview," **Zibin Zheng**, Jieming Zhu, Michael R. Lyu, //in Proceedings of the 2013 IEEE International Congress on Big Data (BigData Congress2013),// pp. 403-410, Santa Clara, USA, June 27 - July 2, 2013. \\ {{:conference:zzheng_bigdatacongress2013_service-generated.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-   +  - <html><a name='zzheng_issre2010_ftcloud'></a></html> "FTCloud: A Component Ranking Framework for Fault-Tolerant Cloud Applications," **Zibin Zheng**, Tom Chao Zhou, Michael R. Lyu, Irwin King, //in Proceedings of the 21st IEEE International Symposium on Software Reliability Engineering (ISSRE2010),// pp. 398-407, San Jose, USA, November 1 - November 4, 2010. \\ {{:conference:zzheng_issre2010_ftcloud.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
-  +  - <html><a name='zzheng_srds2010_cloudrank'></a></html> "CloudRank: A QoS-Driven Component Ranking Framework for Cloud Computing," **Zibin Zheng**, Yilei Zhang, Michael R. Lyu, //in Proceedings of the 29th Symposium on Reliable Distributed Systems (SRDS2010),// pp. 184-193, New Delhi, India, October 31 - November 3, 2010. \\ {{:conference:zzheng_srds2010_cloudrank.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='zzheng_icws2010_distributed'></a></html> "Distributed QoS Evaluation for Real-World Web Services," **Zibin Zheng**, Yilei Zhang, Michael R. Lyu, //in Proceedings of the 8th IEEE International Conference on Web Services (ICWS2010),// pp. 83-90, Miami, USA, July 5 - July 10, 2010. \\ <color red>**ICWS 2010 Best Student Paper Award**</color> \\ {{:conference:zzheng_icws2010_distributed.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='zzheng_icse2010_collaborative'></a></html> "Collaborative Reliability Prediction of Service-Oriented Systems," **Zibin Zheng**, Michael R. Lyu, //in Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering (ICSE2010),// pp. 35-44, Cape Town, South Africa, May 1 - May 8, 2010. \\ <color red>**ACM SIGSOFT Distinguished Paper Award**</color> \\ {{:conference:zzheng_icse2010_collaborative.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='zzheng_icsersse2010_component'></a></html> "Component Recommendation for Cloud Applications," **Zibin Zheng**, Michael R. Lyu, //in Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering: The 2nd International Workshop on Recommendation Systems for Software Engineering (ICSE:RSSE2010),// pp. 48-49, Cape Town, South Africa, May 4, 2010. \\ {{:conference:zzheng_icsersse2010_component.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='zzheng_icws2009_wsrec'></a></html> "WSRec: A Collaborative Filtering Based Web Service Recommender System," **Zibin Zheng**, Hao Ma, Michael R. Lyu, Irwin King, //in Proceedings of the 7th IEEE International Conference on Web Services (ICWS2009),// pp. 437-444, Los Angeles, USA, July 6 - July 10, 2009. \\ <color red>**Best Paper Award Nomination, Invited for Journal Publication**</color> \\ {{:conference:zzheng_icws2009_wsrec.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='zzheng_dsn2009_a'></a></html> "A QoS-Aware Fault Tolerant Middleware for Dependable Service Composition," **Zibin Zheng**, Michael R. Lyu, //in Proceedings of the 39th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2009),// pp. 239-248, Lisbon, Portugal, June 29 - July 2, 2009. \\ {{:conference:zzheng_dsn2009_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='zzheng_dsnwpfarm2009_a'></a></html> "A Runtime Dependability Evaluation Framework for Fault Tolerant Web Services," **Zibin Zheng**, Michael R. Lyu, //in Proceedings of the 39th IEEE/IFIP International Conference on Dependable Systems & Networks: the 1st Workshop on Proactive Failure Avoidance, Recovery and Maintenance (DSNW:PFARM2009),// pp. 9-14, Lisbon, Portugal, June 29 - July 2, 2009. \\ {{:conference:zzheng_dsnwpfarm2009_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='zzheng_issre2008_a'></a></html> "A QoS-Aware Middleware for Fault Tolerant Web Services," **Zibin Zheng**, Michael R. Lyu, //in Proceedings of the 19th IEEE International Symposium on Software Reliability Engineering (ISSRE2008),// pp. 97-106, Seattle, USA, November 11 - November 14, 2008. \\ <color red>**Best Papers for Journal Publication**</color> \\ {{:conference:zzheng_issre2008_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='zzheng_icws2008_a'></a></html> "A Distributed Replication Strategy Evaluation and Selection Framework for Fault Tolerant Web Services," **Zibin Zheng**, Michael R. Lyu, //in Proceedings of the 6th IEEE International Conference on Web Services (ICWS2008),// pp. 145-152, Beijing, China, September 23 - September 26, 2008. \\ <color red>**Best Paper Award Nomination, Invited for Journal Publication**</color> \\ {{:conference:zzheng_icws2008_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='zzheng_dsn2008_ws-dream'></a></html> "WS-DREAM: A Distributed Reliability Assessment Mechanism for Web Services," **Zibin Zheng**, Michael R. Lyu, //in Proceedings of the 38th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2008),// pp. 392-397, Anchorage, USA, June 24 - June 27, 2008. \\ {{:conference:zzheng_dsn2008_ws-dream.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
-===== Ngai, Cheuk Han Edith (倪卓嫻) ===== +===== MA, Hao (馬好) ===== 
-{{:student:chngai_1_.jpg?120 }} Graduated in 2007 \\ Associate Professor, Uppsala University, Sweden\\ URL: http://user.it.uu.se/~eding810/\\ Email: <Ledith.ngai@it.uu.se>+{{:students:haoma.jpg?120 }} Graduated in 2009 \\ Research Scientist Manager, Facebook AI, USA \\ URL: https://www.haoma.io/ \\ Email: <haoma@haoma.io> \\ \\
-=== Thesis: ===  +=== Thesis: === 
-"Delay-Oriented Reliable Communication and Coordination in Wireless Sensor-Actuator Networks" {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/edith/thesis_Edith.pdf|thesis}} {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/edith/Defense-Edith.ppt|presentation}} + 
 +"Learning to Recommend" {{:thesis:thesis_haoma.pdf|Thesis}} {{:thesis:presentation_haoma.pdf|Presentation}} \\ \\
=== Journal Paper === === Journal Paper ===
-  - "Trust- and Clustering-Based Authentication Services in Mobile Ad Hoc Networks," **C.H. Ngai** and M.R. Lyu, //International Journal of Wireless and Mobile Computing//, to be published.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/IJWMC04.pdf|Paper}} \\ \\ + 
-  - "An Efficient Intruder Detection Algorithm Against Sinkhole Attacks in Wireless Sensor Networks," **E. C.-H. Ngai**, J. Liu, and M.R. Lyu, //Computer Communications//, vol. 30, September 2007, pp.2353-2364.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/COMCOM3295.pdf|Paper}}   +  - "Social Recommendation in Dynamic Networks," **Hao Ma**, Irwin King, Michael R. Lyu, //in Encyclopedia of Social Network Analysis and Mining,// Published by Springer, 2018. \\ {{:conference:hma_springer2018_social.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hma_tkde2012_mining'></a></html> "Mining Web Graphs for Recommendations," **Hao Ma**, Irwin King, Michael R. Lyu, //IEEE Transactions on Knowledge and Data Engineering (TKDE),// vol. 24, no. 6, pp. 1051-1064, 2012. \\ {{:journal:hma_tkde2012_mining.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hma_tist2011_learning'></a></html> "Learning to Recommend with Explicit and Implicit Social Relations," **Hao Ma**, Irwin King, Michael R. Lyu, //ACM Transactions on Intelligent Systems and Technology (TIST),// vol. 2, no. 3, pp. 29:1-29:19, 2011. \\ {{:journal:hma_tist2011_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hma_tois2011_improving'></a></html> "Improving Recommender Systems by Incorporating Social Contextual Information," **Hao Ma**, Tom Chao Zhou, Michael R. Lyu, Irwin King, //ACM Transactions on Information Systems (TOIS),// vol. 29, no. 2, pp. 9:1-9:23, 2011. \\ {{:journal:hma_tois2011_improving.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hma_tmm2010_bridging'></a></html> "Bridging the Semantic Gap Between Image Contents and Tags," **Hao Ma**, Jianke Zhu, Michael R. Lyu, Irwin King, //IEEE Transactions on Multimedia (TMM),// vol. 12, no. 5, pp. 462-473, 2010. \\ {{:journal:hma_tmm2010_bridging.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
=== Conference Paper === === Conference Paper ===
-  - "A Real-Time Communication Framework for Wireless Sensor-Actuator Networks," E. **C.H. Ngai**, M.R. Lyu, and J. Liu, //Proceedings 2006 IEEE Aerospace Conference//, Big Sky, Montana, U.S.A., March 4-11 2006.    {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Aero06.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/Aero06.ppt|presentation}} \\ \\  
-  - "An Authentication Service Based on Trust and Clustering in Wireless Ad Hoc Networks: Description and Security Evaluation," E. **C.H. Ngai** and M.R. Lyu,//I IEEE International Conference on Sensor Networks//, Ubiquitous, and Trustworthy Computing (SUTC'06), Taichung, Taiwan, June 5-7 2006, pp. 94-101.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/SUTC06.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/presentation/SUTC06.ppt|presentation}} \\ \\   
-  - "On the Intruder Detection for Sinkhole Attack in Wireless Sensor Networks," E. **C.H. Ngai**, J. Liu, and M.R. Lyu, //IEEE International Conference on Communications (ICC'06)//, Istanbul, Turkey, June 11-15 2006.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICC2006.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/presentation/ICC2006.ppt|presentation}} \\ \\   
-  - "A Point-Distribution Index And Its Application to Sensor Grouping in Wireless Sensor Networks," Y.  Zhou, H. Yang, **M. R. Lyu**, and E. **C.H. Ngai**, //in Proc. of the International Wireless Communications and Mobile Computing Conference (IWCMC'06),// Vancouver, Canada, 3 - 6 July, 2006. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/iwcmc06.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/presentation/iwcmc06.ppt|presentation}} \\ \\  
-  - "Reliable Reporting of Delay-Sensitive Events in Wireless Sensor-Actuator Networks," **E. C.-H. Ngai**, Y. Zhou, M.R. Lyu, and J. Liu, //The Third IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS'06),// Vancouver, Canada, October 9-12 2006.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/MASS06.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/MASS06.ppt|presentation}} \\ \\  
-  - "Delay-Minimized Route Design for Wireless Sensor-Actuator Networks," **E. C.-H. Ngai**, J. Liu, and M.R. Lyu, //in Proceedings of The IEEE Wireless Communications and Networking Conference (WCNC'07)//, Hong Kong, China, 11-15 March, 2007.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/WCNC07_edith.pdf|Paper}}  \\ \\  
-  - "POWER-SPEED: A Power-Controlled Real-Time Data Transport Protocol for Wireless Sensor-Actuator Networks," Y. Zhou, **E. C.-H. Ngai**, M.R. Lyu, and J. Liu, //in Proceedings of The IEEE Wireless Communications and Networking Conference (WCNC'07), Hong Kong//, China, 11-15 March, 2007. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/WCNC07_yangfan.pdf|Paper}}  \\ \\  
-  - "An Adaptive Delay-Minimized Route Design for Wireless Sensor-Actuator Networks," **E. C.-H. Ngai**, J. Liu, and M.R. Lyu, //The 4th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS'07)//, Pisa, Italy, October 8-11, 2007.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/MASS07.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/presentation/MASS07.ppt|presentation}}  \\ \\   
-  - "LOFT: A Latency-Oriented Fault Tolerant Transport Protocol for Wireless Sensor-Actuator Networks," **E. C.-H. Ngai**, Y. Zhou, M.R. Lyu, and J. Liu, //IEEE Global Telecommunications Conference (Globecom'07)//, Washington, DC, USA, November 26-30, 2007. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Globecom07.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/presentation/LOFT_globecom07.ppt|presentation}}  \\ \\  
-   +  - <html><a name='hma_sigir2011_probabilistic'></a></html> "Probabilistic Factor Models for Web Site Recommendation," **Hao Ma**, Chao Liu, Irwin King, Michael R. Lyu, //in Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2011),// pp. 265-274, Beijing, China, July 25 - July 29, 2011. \\ {{:conference:hma_sigir2011_probabilistic.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-   +  - <html><a name='hma_wsdm2011_recommender'></a></html> "Recommender Systems with Social Regularization," **Hao Ma**, Dengyong Zhou, Chao Liu, Michael R. Lyu, Irwin King, //in Proceedings of the 4th ACM International Conference on Web Search and Data Mining (WSDM2011),// pp. 287-296, Hong Kong, China, February 9 - February 12, 2011. \\ {{:conference:hma_wsdm2011_recommender.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  +  - <html><a name='hma_aaai2010_diversifying'></a></html> "Diversifying Query Suggestion Results," **Hao Ma**, Michael R. Lyu, Irwin King, //in Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI2010),// Atlanta, USA, July 11 - July 15, 2010. \\ {{:conference:hma_aaai2010_diversifying.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hma_cikm2009_semi-nonnegative'></a></html> "Semi-Nonnegative Matrix Factorization with Global Statistical Consistency for Collaborative Filtering," **Hao Ma**, Haixuan Yang, Irwin King, Michael R. Lyu, //in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM2009),// pp. 767-776, Hong Kong, China, November 2 - November 6, 2009. \\ {{:conference:hma_cikm2009_semi-nonnegative.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hma_recsys2009_learning'></a></html> "Learning to Recommend with Trust and Distrust Relationships," **Hao Ma**, Michael R. Lyu, Irwin King, //in Proceedings of the 3rd ACM Conference on Recommender Systems (RecSys2009),// pp. 189-196, New York, USA, October 23 - October 25, 2009. \\ {{:conference:hma_recsys2009_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hma_sigir2009_learning'></a></html> "Learning to Recommend with Social Trust Ensemble," **Hao Ma**, Irwin King, Michael R. Lyu, //in Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2009),// pp. 203-210, Boston, USA, July 19 - July 23, 2009. \\ <color red>**SIGIR 2020 Test of Time Award**</color> \\ {{:conference:hma_sigir2009_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hma_cikm2008_sorec'></a></html> "SoRec: Social Recommendation Using Probabilistic Matrix Factorization," **Hao Ma**, Haixuan Yang, Michael R. Lyu, Irwin King, //in Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM2008),// pp. 931-940, Napa Valley, USA, October 26 - October 30, 2008. \\ <color red>**CIKM 2019 Test of Time Award**</color> \\ {{:conference:hma_cikm2008_sorec.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hma_cikm2008_mining'></a></html> "Mining Social Networks Using Heat Diffusion Processes for Marketing Candidates Selection," **Hao Ma**, Haixuan Yang, Michael R. Lyu, Irwin King, //in Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM2008),// pp. 233-242, Napa Valley, USA, October 26 - October 30, 2008. \\ {{:conference:hma_cikm2008_mining.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hma_cikm2008_learning'></a></html> "Learning Latent Semantic Relations from Clickthrough Data for Query Suggestion," **Hao Ma**, Haixuan Yang, Irwin King, Michael R. Lyu, //in Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM2008),// pp. 709-718, Napa Valley, USA, October 26 - October 30, 2008. \\ {{:conference:hma_cikm2008_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hma_sigir2007_effective'></a></html> "Effective Missing Data Prediction for Collaborative Filtering," **Hao Ma**, Irwin King, Michael R. Lyu, //in Proceedings of the 30th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2007),// pp. 39-46, Amsterdam, The Netherlands, July 23 - July 27, 2007. \\ {{:conference:hma_sigir2007_effective.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
-===== Yang, Haixuan(楊海宣) ===== +===== ZHOU, Yangfan (周揚帆) ===== 
-{{:student:haixuan.jpg?120 }} Graduated in 2007 \\ Lecturer, National University of Ireland, Galway\\ URL: https://www.cs.rhul.ac.uk/home/haixuan/ \\ Email: <haixuan@cs.rhul.ac.uk>+{{:students:yangfanzhou.jpg?120 }} Graduated in 2009 \\ Associate Professor, Fudan University, China \\ URL: http://www.cs.fudan.edu.cn/en/?page_id=7307 \\ Email: <zyf@fudan.edu.cn> \\ \\
-=== Thesis: ===  +=== Thesis: === 
-"Machine Learning Models on Random Graphs" {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/haixuan/thesis-7.pdf|thesis}} {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/haixuan/Defense-Haixuan.ppt|presentation}} + 
 +"Coverage-Oriented Network Scheduling and Location-Directed Data Collection: Towards Energy-Efficient Wireless Sensor Networks" {{:thesis:thesis_yangfanzhou.pdf|Thesis}} {{:thesis:presentation_yangfanzhou.pdf|Presentation}} \\ \\
=== Journal Paper === === Journal Paper ===
- + 
 + - <html><a name='yzhou_mna2009_on'></a></html> "On Sensor Network Reconfiguration for Downtime-Free System Migration," **Yangfan Zhou**, Michael R. Lyu, Jiangchuan Liu, //Mobile Networks and Applications (MNA),// vol. 14, no. 2, pp. 241-252, 2009. \\ {{:journal:yzhou_mna2009_on.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
=== Conference Paper === === Conference Paper ===
-  - "Predictive Ranking: A Novel Page Ranking Approach by Estimating the Web Structure," **H. Yang**, I. King, and M.R. Lyu, //Proceedings of the Fourteenth International World Wide Web Conference (WWW 2005, poster),// Tokyo, Japan, May 10-14, 2005, pp. 944-945. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/www05_haixuan.pdf|Poster}} {{http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/www05_Poster727-5.pdf|Presentation}} \\ \\ 
-  - "NHDC and PHDC: Non-propagating and Propagating Heat Diffusion Classifiers," **H. Yang**, I. King, and M.R. Lyu, //International Conference on Neural Information Processing//, Taipei, Octorber 30 - November 2, 2005, pp. 394-399. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICONIPS05-5.pdf|Paper}} \\ \\ 
-  - "Predictive Random Graph Ranking on the Web," **H. Yang**; I. King, and M.R. Lyu, //International Joint Conference on Neural Networks (IJCNN '06),// Vancouver, Canada, 16-21 July 2006, pp. 1825- 1832.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/WCCI2006.pdf|Paper}}  \\ \\ 
-  - "DiffusionRank: A Possible Penicillin for Web Spamming," **H. Yang**, I. King and M.R. Lyu, //in Proceedings of the 30th International ACM SIGIR Conference//, Amsterdam, 23-27 July 2007.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/sigir2007_inproc.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/presentation/sigir2007_presentation.pdf|Presentation}} \\ \\ 
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-   
-===== Hoi, Chu-Horng Steven (許主洪) ===== +  - <html><a name='yzhou_wasa2012_online'></a></html> "Online Protocol Verification in Wireless Sensor Networks via Non-Intrusive Behavior Profiling," **Yangfan Zhou**, Xinyu Chen, Michael R. Lyu, Jiangchuan Liu, //in Proceedings of the 7th International Conference on Wireless Algorithms, Systems, and Applications (WASA2012),// pp. 100-111, Yellow Mountains, China, August 8 - August 10, 2012. \\ {{:conference:yzhou_wasa2012_online.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
-{{:student:chhoi.jpg?120 }} Graduated in 2006 \\ Associate Professor, Singapore Management University\\ URL: http://www.mysmu.edu.sg/faculty/chhoi \\ Email: <chhoi_AT_smu.edu.sg >+  - <html><a name='yzhou_icdcs2010_sentomist'></a></html> "Sentomist: Unveiling Transient Sensor Network Bugs via Symptom Mining," **Yangfan Zhou**, Xinyu Chen, Michael R. Lyu, Jiangchuan Liu, //in Proceedings of the 30th International Conference on Distributed Computing Systems Workshops (ICDCS2010),// pp. 784-794, Genova, Italy, June 21 - June 25, 2010. \\ {{:conference:yzhou_icdcs2010_sentomist.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='yzhou_mass2009_surviving'></a></html> "Surviving Holes and Barriers in Geographic Data Reporting for Wireless Sensor Networks," **Yangfan Zhou**, Michael R. Lyu, Jiangchuan Liu, //in Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems (MASS2009),// pp. 50-59, Macao, China, October 12 - October 15, 2009. \\ {{:conference:yzhou_mass2009_surviving.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='yzhou_mass2009_energy-efficient'></a></html> "Energy-Efficient On-Demand Active Contour Service for Sensor Networks," **Yangfan Zhou**, Junjie Xiong, Michael R. Lyu, Jiangchuan Liu, Kam-Wing Ng, //in Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems (MASS2009),// pp. 383-392, Macao, China, October 12 - October 15, 2009. \\ {{:conference:yzhou_mass2009_energy-efficient.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='yzhou_qshine2008_on'></a></html> "On Sensor Network Reconfiguration for Downtime-Free System Migrations," **Yangfan Zhou**, Michael R. Lyu, Jiangchuan Liu, //in Proceedings of the 5th International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QSHINE2008),// Hong Kong, China, July 28 - July 31, 2008. \\ {{:conference:yzhou_qshine2008_on.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='yzhou_icc2008_an'></a></html> "An Index-Based Sensor-Grouping Mechanism for Efficient Field-Coverage Wireless Sensor Networks," **Yangfan Zhou**, Michael R. Lyu, Jiangchuan Liu, //in Proceedings of the 2008 IEEE International Conference on Communications (ICC2008),// pp. 2409-2415, Beijing, China, May 19 - May 23, 2008. \\ {{:conference:yzhou_icc2008_an.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='yzhou_aerospace2007_an'></a></html> "An Energy-Efficient Mechanism for Self-Monitoring Sensor Web," **Yangfan Zhou**, Michael R. Lyu, //in Proceedings of the 2007 IEEE Aerospace Conference (Aerospace2007),// pp. 1-8, Big Sky, Montana, USA, March 3 - March 10, 2007. \\ {{:conference:yzhou_aerospace2007_an.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='yzhou_wcnc2007_power-speed'></a></html> "POWER-SPEED: A Power-Controlled Real-Time Data Transport Protocol for Wireless Sensor-Actuator Networks," **Yangfan Zhou**, Edith C. H. Ngai, Michael R. Lyu, Jiangchuan Liu, //in Proceedings of the 2007 IEEE Wireless Communications and Networking Conference (WCNC2007),// pp. 3736-3740, Hong Kong, China, March 11 - March 15, 2007. \\ {{:conference:yzhou_wcnc2007_power-speed.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='yzhou_iwcmc2006_a'></a></html> "A Point-Distribution Index and Its Application to Sensor-Grouping in Wireless Sensor Networks," **Yangfan Zhou**, Haixuan Yang, Michael R. Lyu, Edith C. H. Ngai, //in Proceedings of the 2nd International Conference on Wireless Communications and Mobile Computing (IWCMC2006),// pp. 1171-1176, Vancouver, Canada, July 3 - July 6, 2006. \\ {{:conference:yzhou_iwcmc2006_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='yzhou_issre2005_port'></a></html> "PORT: A Price-Oriented Reliable Transport Protocol for Wireless Sensor Networks," **Yangfan Zhou**, Michael R. Lyu, //in Proceedings of the 16th IEEE International Symposium on Software Reliability Engineering (ISSRE2005),// pp. 117-126, Chicago, USA, November 8 - November 11, 2005. \\ {{:conference:yzhou_issre2005_port.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='yzhou_mass2005_on'></a></html> "On Setting up Energy-Efficient Paths with Transmitter Power Control in Wireless Sensor Networks," **Yangfan Zhou**, Michael R. Lyu, Jiangchuan Liu, //in Proceedings of the IEEE 2nd International Conference on Mobile Adhoc and Sensor Systems (MASS2005),// Washington DC, USA, November 7 - November 10, 2005. \\ {{:conference:yzhou_mass2005_on.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 + 
 +===== DENG, Hongbo (鄧洪波) ===== 
 +{{:students:hongbodeng.jpg?120 }} Graduated in 2009 \\ Senior Staff Engineer and Director, Alibaba, China \\ URL: https://sites.google.com/view/hongbodeng/ \\ Email: <arcatdeng@gmail.com> \\ \\  
 + 
 +=== Thesis: ===
-=== Thesis: ===  +"Web Mining Techniques for Query Log Analysis and Expertise Retrieval" {{:thesis:thesis_hongbodeng.pdf|Thesis}} {{:thesis:presentation_hongbodeng.pdf|Presentation}} \\ \\
-"Statistical Machine Learning for Data Mining and Collaborative Multimedia Retrieval" {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/steven/thesis_hoi.pdf|thesis}} {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/steven/defense_hoi.pdf|Presentation}} +
=== Journal Paper === === Journal Paper ===
-  - "A Unified Log-based Relevance Feedback Scheme for Image Retrieval," **S.C.H. Hoi**, M.R. Lyu and R. Jin, //IEEE Transaction on Knowledge and Data Engineering (TKDE)//, vol. 18, no. 4, April 2006, pp. 509-524. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/TKDE-LRF-SLSVM.pdf|Paper}} \\ \\ + 
-  - &quot;Collaborative Image Retrieval via Regularized Metric Learning,&quot; L. Si, R. Jin, **S.C.H. Hoi** and M.R. Lyu, //ACM Multimedia Systems Journal//, Special issue on Machine Learning Approaches to Multimedia Information Retrieval, vol. 12, no. 1, April 2006, pp. 34-44. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/MMSJ.pdf|Paper}} \\ \\  +  - <html><a name='hdeng_tsmc2012_enhanced'></a></html> "Enhanced Models for Expertise Retrieval Using Community-Aware Strategies," **Hongbo Deng**, Irwin King, Michael R. Lyu, //IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC),// vol. 42, no. 1, pp. 93-106, 2012. \\ {{:journal:hdeng_tsmc2012_enhanced.pdf|Paper}} [&lt;color black/fuchsia&gt;ML<;/color>] \\ \\
-  - "A Multimodal and Multilevel Ranking Scheme for Large-Scale Video Retrieval", **S.C.H. Hoi**, M.R. Lyu, //IEEE Transactions on Multimedia//, Vol.10, iss. 04, pp. 607-619, June 2008. {{:paper:stevenhoiieee.pdf|Paper}}+
=== Conference Paper === === Conference Paper ===
-  - "A Novel Log-based Relevance Feedback Technique in Content-based Image Retrieval," **S.C.H. Hoi** and M.R. Lyu, //Proceedings ACM Multimedia 2004//, New York October 10-16 2004, pp.24-31.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/MM2004_Hoi.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/MM2004_Hoi.ppt|Presentation}}\\ \\  
-  - "Integrating User Feedback Log into Relevance Feedback by Coupled SVM for Content-based Image Retrieval,"(Invited Paper) **S.C.H. Hoi**, M.R. Lyu and R. Jin, //in Proceedings 1st IEEE International EMMA Workshop in conjunction with 21st ICDE Conference,// Tokyo, Japan, April 2005, pp. 76-85.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/EMMA2005_Hoi.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/EMMA05_Hoi_CR.ppt|Presentation}} \\ \\ 
-  - "A Semi-Supervised Active Learning Framework for Image Retrieval," **S.C.H. Hoi** and M.R. Lyu, //in Proceedings IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005),// San Diego, CA, USA, June 20-25, 2005, pp. 302-309.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/CVPR2005.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/CVPR05poster.ppt|Presentation}} \\ \\ 
-  - "A Unified Machine Learning Framework for Large-Scale Personalized Information Management," E.Y. Chang, **S.C.H. Hoi**, X. Wang, W.-Y. Ma, and M.R. Lyu, //The 5th IEEE Emerging Information Technology Conference//, Taipei, Taiwan, August, 2005.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/T04-2-EC.pdf|Paper}} \\ \\ 
-  - "Automatic 3D Face Modeling Using 2D Active Appearance Models," J. Zhu, **S.C.H. Hoi**, E. Yau, and M.R. Lyu, //Proceedings of the 13th Pacific Conference on Computer Graphics and Applications//, Macau, China, October 12-14, 2005.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/pg05.pdf|Paper}} \\ \\  
-  - "Large-Scale Text Categorization by Batch Mode Active Learning," **S.C.H. Hoi**, R. Jin and M.R. Lyu, //in Proceedings 15th International World Wide Web conference (WWW2006)//, Edinburgh, England, UK, 23-26 May 2006.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/fp598-hoi.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/www06-bmal.ppt|Presentation}}  \\ \\ 
-  - "Time-Dependent Semantic Similarity Measure of Queries Using Historical Click-Through Data", Q. Zhao, **S.C.H. Hoi**, T.-Y. Liu, S. S. Bhowmick, M.R. Lyu and W.-Y. Ma, //in Proceedings 15th International World Wide Web conference (WWW2006),// Edinburgh, England, UK, 23-26 May 2006.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/fp598-zhao.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/www06-msra.ppt|Presentation}} \\ \\  
-  - "Real-Time Non-Rigid Shape Recovery via Active Appearance Models for Augmented Reality," J. Zhu, **S. C.H. Hoi**, E. Yau and M.R. Lyu, //in Proceedings 9th European Conference on Computer Vision (ECCV2006)//, Graz, Austria, May 7 - 13, 2006. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/eccv06.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/eccv06_poster.ppt|Presentation}} \\ \\ 
-  - "Learning Distance Functions with Contextual Constraints for Image Retrieval," **S.C.H. Hoi**, W. Liu, M.R. Lyu, and W.-Y. Ma, //in Proc. of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2006),// New York, 17-22 June, 2006.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/CVPR_218_Hoi.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/presentation/CVPR06poster.ppt|Presentation}} \\ \\   
-  - "Learning the Unified Kernel Machines for Classification," **S.C.H. Hoi**, M.R. Lyu, and E. Y. Chang, //in The Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2006),// Philadelphia, USA, August 20 - 23, 2006. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/KDD06-hoi.pdf|Paper}} \\ \\ 
-  - "Batch Mode Active Learning and Its application to Medical Image Classification," **S.C.H. Hoi**, R. Jin, J. Zhu and M.R. Lyu, //in Proceedings The 23rd International Conference on Machine Learning (ICML2006)//, Pittsburgh, Penn, US, June 25-29, 2006.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICML06_BMAL_CR.pdf|Paper}} \\ \\ 
-  - "CUHK at ImageCLEF 2005: Cross-Language and Cross-Media Image Retrieval," **S.C.H. Hoi**, J. Zhu and M.R. Lyu, //In Proceedings of Cross Language Evaluation Forum campaign (CLEF 2005),// LNCS 4022, Springer, pp.602-611, 2006.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ImageCLEF_CUHK_10_Jan.pdf|Paper}}  \\ \\ 
-  - "A Multi-Modal and Multi-Level Ranking Framework for Content-Based Video Retrieval," (Invited Paper/Talk), **S. C.H. Hoi** and **M.R Lyu**, //In the 32nd IEEE International Conference on Acoustics//, Speech, and Signal Processing (ICASSP2007), Special Session on "Web Image/Video Search Technologies", Hawaii, USA, 15-20 April, 2007. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICASSP07_MMML.pdf|Paper}} \\ \\  
-  - "Learning Non-Parametric Kernel Matrices from Pairwise Constraints," **S.C.H. Hoi**, R. Jin and M.R. Lyu, //in Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007),// OR, US, 20-24 June 2007. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICML07-Steven.pdf|Paper}}  \\ \\ 
-  - "An Empirical Study on Large-Scale Content-Based Image Retrieval", Y.-M. Wong, **S.C.H. Hoi**, and M.R. Lyu, //in Proceedings of IEEE International Conference on Multimedia and Expo (ICME 2007),// Beijing, China, 2-5 July 2007. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICME07_Wyman.pdf|Paper}}  \\ \\ 
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-===== Cai, Xia Teresa(蔡霞) ===== +  - <html><a name='hdeng_jcdl2012_modeling'></a></html> "Modeling and Exploiting Heterogeneous Bibliographic Networks for Expertise Ranking," **Hongbo Deng**, Jiawei Han, Michael R. Lyu, Irwin King, //in Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL2012),// pp. 71-80, Washington DC, USA, June 10 - June 14, 2012. \\ <color red>**JCDL 2012 Vannevar Bush Best Paper Award**</color> \\ {{:conference:hdeng_jcdl2012_modeling.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
-{{:student:caixia.jpg?120 }} Graduated in 2006 \\ Fujitsu Frontech, Canada\\ URL: http://www.cse.cuhk.edu.hk/~xcai+  - <html><a name='hdeng_cikm2009_enhancing'></a></html> "Enhancing Expertise Retrieval Using Community-Aware Strategies," **Hongbo Deng**, Irwin King, Michael R. Lyu, //in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM2009),// pp. 1733-1736, Hong Kong, China, November 2 - November 6, 2009. \\ {{:conference:hdeng_cikm2009_enhancing.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hdeng_sigir2009_entropy-biased'></a></html> "Entropy-Biased Models for Query Representation on the Click Graph," **Hongbo Deng**, Irwin King, Michael R. Lyu, //in Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2009),// pp. 339-346, Boston, USA, July 19 - July 23, 2009. \\ {{:conference:hdeng_sigir2009_entropy-biased.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + - <html><a name='hdeng_kdd2009_a'></a></html> "A Generalized Co-HITS Algorithm and Its Application to Bipartite Graphs," **Hongbo Deng**, Michael R. Lyu, Irwin King, //in Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2009),// pp. 239-248, Paris, France, June 28 - July 1, 2009. \\ {{:conference:hdeng_kdd2009_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hdeng_wsdm2009_effective'></a></html> "Effective Latent Space Graph-Based Re-Ranking Model with Global Consistency," **Hongbo Deng**, Michael R. Lyu, Irwin King, //in Proceedings of the 2nd ACM International Conference on Web Search and Data Mining (WSDM2009),// pp. 212-221, Barcelona, Spain, February 9 - February 11, 2009. \\ {{:conference:hdeng_wsdm2009_effective.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hdeng_icdm2008_formal'></a></html> "Formal Models for Expert Finding on DBLP Bibliography Data," **Hongbo Deng**, Irwin King, Michael R. Lyu, //in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM2008),// pp. 163-172, Pisa, Italy, December 15 - December 19, 2008. \\ {{:conference:hdeng_icdm2008_formal.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='hdeng_ijcnn2007_two-stage'></a></html> "Two-Stage Multi-Class AdaBoost for Facial Expression Recognition," **Hongbo Deng**, Jianke Zhu, Michael R. Lyu, Irwin King, //in Proceedings of the 2007 IEEE International Joint Conference on Neural Networks (IJCNN2007),// pp. 3005-3010, Orlando, USA, August 12 - August 17, 2007. \\ {{:conference:hdeng_ijcnn2007_two-stage.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
-=== Thesis: ===  +===== LI, Xiaoqi Gigi (李曉琦) ===== 
-"Coverage-Based Testing Strategies and Reliability Modeling for Fault-Tolerant Software Systems" {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/xcai/teresa_thesis.pdf|thesis}} {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/xcai/teresa_defense.ppt|presentation}}  +{{:students:xiaoqili.jpg?120 }} Graduated in 2009 \\ Senior Associate, J.P. Morgan, China \\ URL: https://dl.acm.org/profile/81436599211 \\ Email: <xqli@cse.cuhk.edu.hk> \\ \\
 +=== Thesis: ===
 +
 +"Achieving Secure and Cooperative Wireless Networks with Trust Modeling and Game Theory" {{:thesis:thesis_xiaoqili.pdf|Thesis}} {{:thesis:presentation_xiaoqili.pdf|Presentation}} \\ \\
 +
 +=== Journal Paper ===
 +
 +=== Conference Paper ===
 +
 +  - <html><a name='xli_networking2009_a'></a></html> "A Coalitional Game Model for Heat Diffusion Based Incentive Routing and Forwarding Scheme," **Xiaoqi Li**, Wujie Zheng, Michael R. Lyu, //in Proceedings of the 8th International IFIP-TC 6 Networking Conference (NETWORKING2009),// pp. 664-675, Aachen, Germany, May 11 - May 15, 2009. \\ {{:conference:xli_networking2009_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='xli_globecom2008_a'></a></html> "A Novel Coalitional Game Model for Security Issues in Wireless Networks," **Xiaoqi Li**, Michael R. Lyu, //in Proceedings of the 2008 Global Communications Conference (GLOBECOM2008),// pp. 1962-1967, New Orleans, USA, November 20 - December 4, 2008. \\ {{:conference:xli_globecom2008_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='xli_aerospace2004_a'></a></html> "A Trust Model Based Routing Protocol for Secure Ad Hoc Networks," **Xiaoqi Li**, Michael R. Lyu, Jiangchuan Liu, //in Proceedings of the 2004 IEEE Aerospace Conference (Aerospace2004),// pp. 1286-1295, Big Sky, Montana, USA, March 6 - March 13, 2004. \\ {{:conference:xli_aerospace2004_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +
 +===== ZHU, Jianke Jackie (朱建科) =====
 +{{:students:jiankezhu.jpg?120 }} Graduated in 2008 \\ Professor, Zhejiang University, China \\ URL: https://person.zju.edu.cn/en/jkzhu \\ Email: <jkzhu@zju.edu.cn> \\ \\
 +
 +=== Thesis: ===
 +
 +"Deformable Surface Recovery and Its Applications" {{:thesis:thesis_jiankezhu.pdf|Thesis}} {{:thesis:presentation_jiankezhu.pdf|Presentation}} \\ \\
=== Journal Paper === === Journal Paper ===
-  - "A Generic Environment for COTS Testing and Quality Prediction," **X. Cai**, M.R. Lyu, and K.F. Wong, //Testing Commercial-off-the-Shelf Components and Systems//, S. Beydeda and V. Gruhn (eds.), Springer-Verlag, Berlin, 2005, pp. 315-347. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/cx2005.pdf|Paper}}   
 +  - <html><a name='jzhu_tomm2011_near-duplicate'></a></html> "Near-Duplicate Keyframe Retrieval by Semi-Supervised Learning and Nonrigid Image Matching," **Jianke Zhu**, Steven C. H. Hoi, Michael R. Lyu, Shuicheng Yan, //ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM),// vol. 7, no. 1, pp. 4:1-4:24, 2011. \\ {{:journal:jzhu_tomm2011_near-duplicate.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='jzhu_tpami2009_a'></a></html> "A Fast 2D Shape Recovery Approach by Fusing Features and Appearance," **Jianke Zhu**, Michael R. Lyu, Thomas S. Huang, //IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI),// vol. 31, no. 7, pp. 1210-1224, 2009. \\ {{:journal:jzhu_tpami2009_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='jzhu_tmm2008_face'></a></html> "Face Annotation Using Transductive Kernel Fisher Discriminant," **Jianke Zhu**, Steven C. H. Hoi, Michael R. Lyu, //IEEE Transactions on Multimedia (TMM),// vol. 10, no. 1, pp. 86-96, 2008. \\ {{:journal:jzhu_tmm2008_face.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='jzhu_tsmc2008_robust'></a></html> "Robust Regularized Kernel Regression," **Jianke Zhu**, Steven C. H. Hoi, Michael R. Lyu, //IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC),// vol. 38, no. 6, pp. 1639-1644, 2008. \\ {{:journal:jzhu_tsmc2008_robust.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
=== Conference Paper === === Conference Paper ===
-  - "An Empirical Study on Testing and Fault Tolerance for Software Reliability Engineering," M.R. Lyu, Z. Huang, K.S. Sze, and **X. Cai**, //Proceedings 14th IEEE International Symposium on Software Reliability Engineering (ISSRE'2003),// Denver, Colorado, November 17-20 2003, pp. 119-130.  This paper received the ISSRE?|2003 Best Paper Award.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/issre2003.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/ISSRE2003.ppt|Presentation}}  
-  - "An Empirical Study on Reliability and Fault Correlation Models for Diverse Software Systems," **X. Cai** and M.R. Lyu, //Proceedings 15th International Symposium on Software Reliability Engineering (ISSRE’2004)//, Saint-Malo, France, November 2-5 2004.  
-  - "The Effect of Code Coverage on Fault Detection under Different Testing Profiles," **X. Cai** and M.R. Lyu, //ICSE 2005 Workshop on Advances in Model-Based Software Testing (A-MOST),// St. Louis, Missouri, May 15-21, 2005.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/AMOST2005.pdf|Paper}}   
-  - "An Experimental Evaluation on Reliability Features of N-Version Programming," **X. Cai**, M.R. Lyu and M.A. Vouk, //in Proceedings 16th International Symposium on Software Reliability Engineering (ISSRE'2005),// Chicago, Illinois, November 8-11, 2005. (presentation) {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/issre05_xcai.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/teresa_ISSRE05.ppt|Presentation}} \\ \\ 
-   
-   
-   
-   
-   
-===== Chen, Xinyu (陳新宇) ===== +  - <html><a name='jzhu_cvpr2009_nonrigid'></a></html> "Nonrigid Shape Recovery by Gaussian Process Regression," **Jianke Zhu**, Steven C. H. Hoi, Michael R. Lyu, //in Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2009),// pp. 1319-1326, Miami, USA, June 20 - June 25, 2009. \\ {{:conference:jzhu_cvpr2009_nonrigid.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
-{{:student:xychen.jpg?120 }} Graduated in 2005 \\ Yonyou, Hong Kong \\ URL: [[http://www.cse.cuhk.edu.hk/~lyu/student/phd/xychen/www/|Homepage]]   +  - <html><a name='jzhu_acmmm2008_near-duplicate'></a></html> "Near-Duplicate Keyframe Retrieval by Nonrigid Image Matching," **Jianke Zhu**, Steven C. H. Hoi, Michael R. Lyu, Shuicheng Yan, //in Proceedings of the 16th International Conference on Multimedia (ACMMM2008),// pp. 41-50, Vancouver, Canada, October 26 - October 31, 2008. \\ {{:conference:jzhu_acmmm2008_near-duplicate.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
-\\ Email: <xychen@bnu.edu.cn>+  - <html><a name='jzhu_eccv2008_an'></a></html> "An Effective Approach to 3D Deformable Surface Tracking," **Jianke Zhu**, Steven C. H. Hoi, Zenglin Xu, Michael R. Lyu, //in Proceedings of the 10th European Conference on Computer Vision (ECCV2008),// pp. 766-779, Marseille, France, October 12 - October 18, 2008. \\ {{:conference:jzhu_eccv2008_an.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
 +  - <html><a name='jzhu_cvpr2007_a'></a></html> "A Multi-Scale Tikhonov Regularization Scheme for Implicit Surface Modelling," **Jianke Zhu**, Steven C. H. Hoi, Michael R. Lyu, //in Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2007),// Minneapolis, USA, June 18 - June 23, 2007. \\ {{:conference:jzhu_cvpr2007_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
 + - <html><a name='jzhu_cvpr2007_progressive'></a></html> "Progressive Finite Newton Approach to Real-time Nonrigid Surface Detection," **Jianke Zhu**, Michael R. Lyu, //in Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2007),// Minneapolis, USA, June 18 - June 23, 2007. \\ {{:conference:jzhu_cvpr2007_progressive.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
 + - <html><a name='jzhu_eccv2006_real-time'></a></html> "Real-Time Non-Rigid Shape Recovery Via Active Appearance Models for Augmented Reality," **Jianke Zhu**, Steven C. H. Hoi, Michael R. Lyu, //in Proceedings of the 9th European Conference on Computer Vision (ECCV2006),// pp. 186-197, Graz, Austria, May 7 - May 13, 2006. \\ {{:conference:jzhu_eccv2006_real-time.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
 +  - <html><a name='jzhu_pg2005_automatic'></a></html> "Automatic 3D Face Modeling Using 2D Active Appearance Models," **Jianke Zhu**, Steven C. H. Hoi, Edward H. H. Yau, Michael R. Lyu, //in Proceedings of the 13th Pacific Conference on Computer Graphics and Applications (PG2005),// pp. 1-3, Macao, China, October 12 - October 14, 2005. \\ {{:conference:jzhu_pg2005_automatic.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
-=== Thesis: ===  +===== XU, Zenglin (徐增林) ===== 
-"On Fault Tolerance, Performance, and Reliability for Wireless and Sensor Networks" {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/xychen/thesis.pdf|thesis}}  {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/xychen/defence.ppt|presentation}}  +{{:students:zenglinxu.jpg?120 }} Graduated in 2008 \\ Professor, Harbin Institute of Technology (Shenzhen), China \\ URL: http://cs.hitsz.edu.cn/info/1021/2300.htm \\ Email: <xuzenglin@hit.edu.cn> \\ \\
 +=== Thesis: ===
 +
 +"Learning from Unlabeled Data" {{:thesis:thesis_zenglinxu.pdf|Thesis}} {{:thesis:presentation_zenglinxu.pdf|Presentation}} \\ \\
=== Journal Paper === === Journal Paper ===
-  - Design and Evaluation of A Fault Tolerant Mobile Agent System," M.R. Lyu, **X. Chen**, and T.-Y. Wong, //IEEE Intelligent Systems, Special Issue on Dependable Agent Systems//, vol. 19, issue 5, Sept - Oct 2004, pp. 32-38. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/x5chen.pdf|Paper}}  \\ \\ 
-  - "Reliability Analysis for Various Communication Schemes in Wireless CORBA," **X. Chen** and M.R. Lyu, //IEEE Transactions on Reliability//, vol. 54, no. 2, June 2005, pp. 232-242.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/TR2004069-final.pdf|Paper}}  \\ \\ 
 +  - "More Than Semi-Supervised Learning: A Unified View on Learning with Labeled and Unlabeled Data," **Zenglin Xu**, Irwin King, Michael R. Lyu, //in ,// Published by LAP LAMBERT Academic Publishing, 2010. \\ [[https://www.amazon.com/More-Than-Semi-supervised-Learning-Unlabeled/dp/3843379106|Paper]] [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zxu_tnn2010_discriminative'></a></html> "Discriminative Semi-Supervised Feature Selection via Manifold Regularization," **Zenglin Xu**, Irwin King, Michael R. Lyu, Rong Jin, //IEEE Transactions on Neural Networks (TNN),// vol. 21, no. 7, pp. 1033-1047, 2010. \\ {{:journal:zxu_tnn2010_discriminative.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zxu_neurnet2009_a'></a></html> "A Novel Kernel-Based Maximum a Posteriori Classification Method," **Zenglin Xu**, Kaizhu Huang, Jianke Zhu, Irwin King, Michael R. Lyu, //Neural Networks (NEURNET),// vol. 22, no. 7, pp. 977-987, 2009. \\ {{:journal:zxu_neurnet2009_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zxu_ijprai2007_feature'></a></html> "Feature Selection Based on Minimum Error Minimax Probability Machine," **Zenglin Xu**, Irwin King, Michael R. Lyu, //International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI),// vol. 21, no. 8, pp. 1279-1292, 2007. \\ {{:journal:zxu_ijprai2007_feature.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
=== Conference Paper === === Conference Paper ===
-  - "Message Logging and Recovery in Wireless CORBA Using Access Bridge," **X. Chen** and M.R. Lyu,  //Proc. 6th International Symposium on Autonomous Decentralized Systems (ISADS2003)//, Pisa, Italy, April 9-11 2003, pp.107-114.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/wcorba.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/presentation/isads03.ppt|Presentation}}  \\ \\ 
-  - "Performance and Effectiveness Analysis of Checkpointing in Mobile Environments," **X. Chen** and M.R. Lyu, //in Proceedings 22nd International Symposium on Reliable Distributed Systems//, Florence , Italy, October 6-8 2003, pp.131-140.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/SRDS03.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/presentation/SRDS03.ppt|Presentation}}  \\ \\ 
-  - "Expected-Reliability Analysis for Wireless CORBA with Imperfect Components," **X. Chen** and M.R. Lyu, //Proceedings 2004 Pacific-Rim Dependable Computing//, Papeete, Tahiti,  French Polynesia, March 3-5 2004, pp. 207-215.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/reliability.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/presentation/PRDC04.ppt|Presentation}}  \\ \\ 
-  - "Message Queueing Analysis in Wireless Networks with Mobile Station Failures and Handoffs," **X. Chen** and M.R. Lyu, //Proceedings 2004 IEEE Aerospace Conference//, Big Sky,  Montana, U.S.A., March 6-13 2004. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Aero04_queue.pdf|Paper}}  {{http://www.cse.cuhk.edu.hk/~lyu/presentation/Aero04_118.ppt|Presentation}}    \\ \\ 
-   
-   
-===== Huang, Kai Zhu (黃開竹) ===== +  - <html><a name='zxu_aaai2010_smooth'></a></html> "Smooth Optimization for Effective Multiple Kernel Learning," **Zenglin Xu**, Rong Jin, Shenghuo Zhu, Michael R. Lyu, Irwin King, //in Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI2010),// Atlanta, USA, July 11 - July 15, 2010. \\ {{:conference:zxu_aaai2010_smooth.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-{{:student:kzhuang2.jpg?120 }} Graduated in 2004 \\ Associate Researcher, Xi'an Jiaotong Liverpool University \\ URL: [[http://liama.ia.ac.cn/wiki/projects:pal:member:kaizhu_huang|Homepage]+  - <html><a name='zxu_icml2010_simple'></a></html> "Simple and Efficient Multiple Kernel Learning by Group Lasso," **Zenglin Xu**, Rong Jin, Haiqin Yang, Irwin King, Michael R. Lyu, //in Proceedings of the 27th International Conference on Machine Learning (ICML2010),// pp. 1175-1182, Haifa, Israel, June 21 - June 24, 2010. \\ {{:conference:zxu_icml2010_simple.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-=== Thesis: ===  +  - <html><a name='zxu_nips2009_adaptive'></a></html> "Adaptive Regularization for Transductive Support Vector Machine," **Zenglin Xu**, Rong Jin, Jianke Zhu, Irwin King, Michael R. Lyu, Zhirong Yang, //in Proceedings of the 23rd Conference on Neural Information Processing Systems (NIPS2009),// pp. 2125-2133, Vancouver, Canada, December 7 - December 10, 2009. \\ {{:conference:zxu_nips2009_adaptive.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-"Learning From Data Locally and Globally" {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/kzhuang/kaizhu_thesis.pdf|thesis}} {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/kzhuang/kaizhu_thesis.ppt|presentation}}+  - <html><a name='zxu_ijcai2009_discriminative'></a></html> "Discriminative Semi-Supervised Feature Selection via Manifold Regularization," **Zenglin Xu**, Rong Jin, Michael R. Lyu, Irwin King, //in Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI2009),// pp. 1303-1308, Pasadena, USA, July 11 - July 17, 2009. \\ {{:conference:zxu_ijcai2009_discriminative.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + - <html><a name='zxu_icml2009_non-monotonic'></a></html> "Non-Monotonic Feature Selection," **Zenglin Xu**, Rong Jin, Jieping Ye, Michael R. Lyu, Irwin King, //in Proceedings of the 26th International Conference on Machine Learning (ICML2009),// pp. 1145-1152, Montreal, Canada, June 14 - June 18, 2009. \\ {{:conference:zxu_icml2009_non-monotonic.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + - <html><a name='zxu_nips2008_an'></a></html> "An Extended Level Method for Efficient Multiple Kernel Learning," **Zenglin Xu**, Rong Jin, Irwin King, Michael R. Lyu, //in Proceedings of the 22nd Conference on Neural Information Processing Systems (NIPS2008),// pp. 1825-1832, Vancouver, Canada, December 8 - December 11, 2008. \\ {{:conference:zxu_nips2008_an.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='zxu_cikm2008_semi-supervised'></a></html> "Semi-Supervised Text Categorization by Active Search," **Zenglin Xu**, Rong Jin, Kaizhu Huang, Michael R. Lyu, Irwin King, //in Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM2008),// pp. 1517-1518, Napa Valley, USA, October 26 - October 30, 2008. \\ {{:conference:zxu_cikm2008_semi-supervised.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='zxu_nips2007_efficient'></a></html> "Efficient Convex Relaxation for Transductive Support Vector Machine," **Zenglin Xu**, Rong Jin, Jianke Zhu, Irwin King, Michael R. Lyu, //in Proceedings of the 21st Conference on Neural Information Processing Systems (NIPS2007),// pp. 1641-1648, Vancouver, Canada, December 3 - December 6, 2007. \\ {{:conference:zxu_nips2007_efficient.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='zxu_iconip2007_kernel'></a></html> "Kernel Maximum a Posteriori Classification with Error Bound Analysis," **Zenglin Xu**, Kaizhu Huang, Jianke Zhu, Irwin King, Michael R. Lyu, //in Proceedings of the 14th International Conference on Neural Information Processing (ICONIP2007),// pp. 841-850, Kitakyushu, Japan, November 13 - November 16, 2007. \\ {{:conference:zxu_iconip2007_kernel.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='zxu_ijcnn2007_maximum'></a></html> "Maximum Margin Based Semi-Supervised Spectral Kernel Learning," **Zenglin Xu**, Jianke Zhu, Michael R. Lyu, Irwin King, //in Proceedings of the 2007 IEEE International Joint Conference on Neural Networks (IJCNN2007),// pp. 418-423, Orlando, USA, August 12 - August 17, 2007. \\ {{:conference:zxu_ijcnn2007_maximum.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='zxu_www2007_web'></a></html> "Web Page Classification with Heterogeneous Data Fusion," **Zenglin Xu**, Irwin King, Michael R. Lyu, //in Proceedings of the 16th International Conference on World Wide Web (WWW2007),// pp. 1171-1172, Banff, Canada, May 8 - May 12, 2007. \\ {{:conference:zxu_www2007_web.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
-=== Award === +===== CHAN, Pik Wah Pat (陳碧華) ===== 
- - [[http://www.cse.cuhk.edu.hk/~lyu/student/phd/kzhuang/award/award2006.JPG|Excellent Award for Best Research Output 2006]]  +{{:students:patchan.jpg?120 }} Graduated in 2008 \\ Lecturer, Hong Kong Community College, The Hong Kong Polytechnic University \\ URL: https://www.hkcc-polyu.edu.hk/en/about-hkcc/staff-directory/division-of-science-engineering-and-health-studies/index.php?sid=198 \\ Email: <pat.chan@cpce-polyu.edu.hk> \\ \\  
-  - [[http://www.cse.cuhk.edu.hk/~lyu/student/phd/kzhuang/award/flab_prize.pdf|President Award in Fujitsu Labs 2006]] + 
 +=== Thesis: === 
 + 
 +"Building Reliable Web Services: Methodology, Composition, Modeling and Experiment" {{:thesis:thesis_patchan.pdf|Thesis}} {{:thesis:presentation_patchan.pdf|Presentation}} \\ \\
=== Journal Paper === === Journal Paper ===
-  - "Improving Chow-Liu Tree Performance By Mining Association Rules," **K. Huang**, I. King, M.R. Lyu, and H. Yang, //Neural Information Processing: Research and Development. Series: Studies in Fuzziness and Soft Computing//, Vol. 152. Rajapakse, Jagath C.; Wang, Lipo (Eds.). Springer-Verlag. 2004, pp. 94-112. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/NIPSRandD_Huang.pdf|Paper}} \\ \\ 
-  - "Local Learning vs. Global Learning: An Introduction to Maxi-Min Margin Machine," **K. Huang**, H. Yang, I. King, and M.R. Lyu, //Support Vector Machines: Theory and Applications//, Wang, Lipo (Eds.), Springer, vol. 177, 2005, pp. 113-132. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/m4chapter.pdf|Paper}}\\ \\ 
-  - "Minimum Error Minimax Probability Machine," **K. Huang**, H. Yang, I. King, M.R. Lyu, and L. Chan, //Journal of Machine Learning Research//, issue 5, October 2004, pp. 1253-1286. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/huang04a.pdf|Paper}}\\ \\ 
-  - Maximizing Sensitivity in Medical Diagnosis Using Biased Minimax Probability Machine," **K. Huang**, H. Yang, I. King and M.R. Lyu, //IEEE Transactions on Biomedical Engineering//, vol. 53, no. 5, May 2006, pp. 821- 831.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/biome_ieee.pdf|Paper}} \\ \\ 
-  - "Maxi-Min Margin Machine: Learning Large Margin Classifiers Locally and Globally," **K. Huang**, H. Yang, M.R. Lyu, and I. King, //IEEE Transactions on Neural Networks//, vol. 19, iss. 2, pp. 260-272, 2008.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/TNN2008_Huang.pdf|Paper}}  \\ \\ 
 +  - <html><a name='pchan_tcsvt2005_a'></a></html> "A Novel Scheme for Hybrid Digital Video Watermarking: Approach, Evaluation and Experimentation," **Pat Pik-Wah Chan**, Michael R. Lyu, Roland T. Chin, //IEEE Transactions on Circuits and Systems for Video Technology (TCSVT),// vol. 15, no. 12, pp. 1638-1649, 2005. \\ {{:journal:pchan_tcsvt2005_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +=== Conference Paper ===
 +
 +  - <html><a name='pchan_aerospace2008_developing'></a></html> "Developing Aerospace Applications with a ReliableWeb Services Paradigm," **Pat Pik-Wah Chan**, Michael R. Lyu, //in Proceedings of the 2008 IEEE Aerospace Conference (Aerospace2008),// pp. 1-8, Big Sky, Montana, USA, March 1 - March 8, 2008. \\ {{:conference:pchan_aerospace2008_developing.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='pchan_aina2008_dynamic'></a></html> "Dynamic Web Service Composition: A New Approach in Building Reliable Web Service," **Pat Pik-Wah Chan**, Michael R. Lyu, //in Proceedings of the 22nd International Conference on Advanced Information Networking and Applications (AINA2008),// pp. 20-25, Ginowan, Japan, March 25 - March 28, 2008. \\ {{:conference:pchan_aina2008_dynamic.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='pchan_icws2007_reliable'></a></html> "Reliable Web Services: Methodology, Experiment and Modeling," **Pat Pik-Wah Chan**, Michael R. Lyu, Miroslaw Malek, //in Proceedings of the 5th IEEE International Conference on Web Services (ICWS2007),// pp. 679-686, Salt Lake City, USA, July 9 - July 13, 2007. \\ {{:conference:pchan_icws2007_reliable.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='pchan_isas2006_making'></a></html> "Making Services Fault Tolerant," **Pat Pik-Wah Chan**, Michael R. Lyu, Miroslaw Malek, //in Proceedings of the 3rd International Service Availability Symposium (ISAS2006),// pp. 43-61, Helsinki, Finland, May 15 - May 16, 2006. \\ {{:conference:pchan_isas2006_making.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='pchan_icdat2005_digital'></a></html> "Digital Video Watermarking with a Genetic Algorithm," **Pat Pik-Wah Chan**, Michael R. Lyu, //in Proceedings of the 2005 International Conference on Digital Archive Technologies (ICDAT2005),// pp. 139-153, Taipei, Taiwan, June 16 - June 17, 205. \\ {{:conference:pchan_icdat2005_digital.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='pchan_wwwatpp2004_copyright'></a></html> "Copyright Protection on the Web: A Hybrid Digital Video Watermarking Scheme," **Pat Pik-Wah Chan**, Michael R. Lyu, Roland T. Chin, //in Proceedings of the 13th international conference on World Wide Web: Alternate Track Papers & Posters (WWW:ATPP2004),// pp. 354-355, New York, USA, May 17 - May 20, 2004. \\ {{:conference:pchan_wwwatpp2004_copyright.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='pchan_icics2003_a'></a></html> "A DWT-Based Digital Video Watermarking Scheme with Error Correcting Code," **Pat Pik-Wah Chan**, Michael R. Lyu, //in Proceedings of the 5th International Conference on Information and Communications Security (ICICS2003),// pp. 202-213, Huhehaote, China, October 10 - October 13, 2003. \\ {{:conference:pchan_icics2003_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +
 +===== NGAI, Cheuk Han Edith (倪卓嫻) =====
 +{{:students:edithngai.jpg?120 }} Graduated in 2007 \\ Associate Professor, Hong Kong University, China \\ URL: https://www.eee.hku.hk/~chngai/ \\ Email: <chngai@eee.hku.hk> \\ \\
 +
 +=== Thesis: ===
 +
 +"Delay-Oriented Reliable Communication and Coordination in Wireless Sensor-Actuator Networks" {{:thesis:thesis_edithngai.pdf|Thesis}} {{:thesis:presentation_edithngai.pdf|Presentation}} \\ \\
 +
 +=== Journal Paper ===
 +
 +  - <html><a name='engai_anet2010_a'></a></html> "A Delay-Aware Reliable Event Reporting Framework for Wireless Sensor-Actuator Networks," **Edith C. H. Ngai**, Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, //Ad Hoc Networks (ANET),// vol. 8, no. 7, pp. 694-707, 2010. \\ {{:journal:engai_anet2010_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='engai_tvt2009_an'></a></html> "An Adaptive Delay-Minimized Route Design for Wireless Sensor-Actuator Networks," **Edith C. H. Ngai**, Jiangchuan Liu, Michael R. Lyu, //IEEE Transactions on Vehicular Technology (TVT),// vol. 58, no. 9, pp. 5083-5094, 2009. \\ {{:journal:engai_tvt2009_an.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='engai_compcomm2007_an'></a></html> "An Efficient Intruder Detection Algorithm Against Sinkhole Attacks in Wireless Sensor Networks," **Edith C. H. Ngai**, Jiangchuan Liu, Michael R. Lyu, //Computer Communications (COMPCOMM),// vol. 30, no. 11-12, pp. 2353-2364, 2007. \\ {{:journal:engai_compcomm2007_an.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
=== Conference Paper === === Conference Paper ===
-  - "Learning Maximum Likelihood Semi-Naive Bayesian Network Classifier," **K. Huang**, I. King and M.R. Lyu, //Proc. 2nd IEEE International Conference on Systems Man and Cybernetics, Hammamet//, Tunisia, October 6-9, 2002, pp. TA1F3. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ieeesmc02Huang.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/SMC2002.ppt|Presentation}}\\ \\ 
-  - "Constructing a Large Node Chow-Liu Tree Based On Frequent Itemsets," **K. Huang**, I. King, and M. R. Lyu, //Proc. 9th International Conference on Neural Information Processing//, Orchid Country Club , Singapore , November 18-22 2002, pp. 498-502. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICONIP.pdf|Paper}} \\ \\ 
-  - "Finite Mixture Model of Bounded Semi-Naive Bayesian Networks Classifiers," **K. Huang**, I. King, and M.R. Lyu,  //in Lecture Notes of Computer Science//, Joint 13th International Conference on Artificial Neural Networks and 10th International Conference on Neural Information Processing (ICANN&ICONIP 2003),  June 26-29, 2003, Istanbul, Turkey; Publisher: Springer-Verlag Heidelberg, vol. 2714 / January 2003, pp. 115-122. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICANN03.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/ICANN2003.ppt|Presentation}}\\ \\ 
-  - "Discriminative Training of Bayesian Chow-Liu Tree Multinet Classifiers," **K. Huang**, I. King, and M. R. Lyu, //in Proceedings International Joint Conference on Neural Network 2003 (IJCNN2003),// pp. 484-488, Portland , Oregon , July 20-24 2003.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/IJCNN2003.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/IJCNN2003.ppt|Presentation}}]\\ \\ 
-  - "Biased Minimax Probability Machine for Medical Diagonsis," **K. Huang**, H. Yang, I. King, M. R. Lyu, and L.W. Chan, //Proceedings the Eighth International Symposium on Artificial Intelligence and Mathematics (AMAI'2004),// Fort Lauderdale, Florida, January 4-6, 2004. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/HuangK-aimath04.pdf|Paper}}\\ \\ 
-  - "Learning Classifiers from Imbalanced Data Based on Biased Minimax Probability Machine", **K. Huang**, H. Yang, I. King and M.R. Lyu, //Proceedings IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR' 2004),// vol. 2, Washington, DC, June 27-July 2 2004, pp. 558-563.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/cvpr_Huang.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/CVPR04poster.ppt|Presentation}} \\ \\ 
-  - "Learning Large Margin Classifiers Locally and Globally", **K. Huang**, H. Yang, I. King and M.R. Lyu, //Proceedings Twenty-first International Conference on Machine Learning (ICML'2004),// Banff, Alberta, Canada, July 4-8, 2004, pp. 401-408.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICML04.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/ICML04_1.ppt|Presentation}}]{{http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/icml04posterA.ppt|[poster}}]{{http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/icml04posterB.ppt|Poster}} \\ \\ 
-  - "Biased Support Vector Machine for Relevance Feedback in Image Retrieval," C.H. Hoi, C.H. Chan, **K. Huang**, M.R. Lyu, and I. King, //Proceedings International Joint Conference on Neural Networks (IJCNN'2004),// Budapest, Hungary, July 25-29, 2004.  {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/1646_Hoi_CR.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/IJCNN04_HOI.ppt|Presentation}} \\ \\ 
-  - "Outliers Treatment in Support Vector Regression for Financial Time Series Prediction," H. Yang, **K. Huang**, L. Chan, I. King, M.R. Lyu, //Proceedings 11th International Conference on Neural information Processing (ICONIP'2004),// Lecture Notes of Computer Science, Science city, Calcutta, India, November 22-25, 2004. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/SV-015-350.pdf|Paper}}\\ \\ 
-  - Improving Naive Bayesian Classifier by Discriminative Training," **K. Huang**, Z. Zhou, I. King, and M.R. Lyu, //International Conference on Neural Information Processing//, Taipei, October 30 - November 2, 2005, pp. 49-54.  {{http://www.cse.cuhk.edu.hk/~lyu/presentation/ICONIP2005_1.ppt|Presentation}}\\ \\ 
-  - "Semi-supervised Learning from General Unlabeled Data", Kaizhu Huang, Zenglin Xu, Irwin King, and M.R. Lyu, //Appearing in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008),//Pisa, Italy, Dec. 15-19, 2008.. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/huang_USSL_3502a273.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/Huang_ICDM08_USSL.pdf|presentation}}\\ \\ 
-  - "Direct Zero-norm Optimization for Feature Selection", Kaizhu Huang, Irwin King, and M.R. Lyu, //in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008),//Pisa, Italy, Dec. 15-19, 2008. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Huang_Feature_Selection_3502a845.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/Huang_feature_selection.pdf|presentation}}\\ \\ 
-  - "Supervised Self-taught Learning: Actively Transferring Knowledge from Unlabeled Data,", **K. Huang**, Z. Xu, I. King, M.R. Lyu, and C. Campbell, //in Proceedings of the 2009 International Joint Conference on Neural Networks (IJCNN2009)//, 2009.{{:paper:ccijcnn09.pdf|Paper}} {{:presentation:ijcnn09.ppt|presentation}}\\  \\ 
-===== Guo, Ping(郭平)  ===== +  - <html><a name='engai_globecom2007_loft'></a></html> "LOFT: A Latency-Oriented Fault Tolerant Transport Protocol for Wireless Sensor-Actuator Networks," **Edith C. H. Ngai**, Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, //in Proceedings of the 2007 Global Communications Conference (GLOBECOM2007),// pp. 1318-1323, Washington DC, USA, November 26 - November 30, 2007. \\ {{:conference:engai_globecom2007_loft.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
-{{:student:pgpic.jpg:?120 }} Graduated in 2002\\ Professor, Beijing Normal University  + - <html><a name='engai_mass2007_an'></a></html> "An Adaptive Delay-Minimized Route Design for Wireless Sensor-Actuator Networks," **Edith C. H. Ngai**, Jiangchuan Liu, Michael R. Lyu, //in Proceedings of the IEEE 4th International Conference on Mobile Adhoc and Sensor Systems (MASS2007),// pp. 1-9, Pisa, Italy, October 8 - October 11, 2007. \\ {{:conference:engai_mass2007_an.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
-\\ URL: [[http://www.cse.cuhk.edu.hk/~lyu/student/phd/pguo/pguo/Default%20page_files/appsrv.cse.cuhk.edu.hk/~pguo/index.html|Homepage]+  - <html><a name='engai_wcnc2007_delay-minimized'></a></html> "Delay-Minimized Route Design for Wireless Sensor-Actuator Networks," **Edith C. H. Ngai**, Jiangchuan Liu, Michael R. Lyu, //in Proceedings of the 2007 IEEE Wireless Communications and Networking Conference (WCNC2007),// pp. 3675-3680, Hong Kong, China, March 11 - March 15, 2007. \\ {{:conference:engai_wcnc2007_delay-minimized.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
-\\ Email: <pguo@bnu.edu.cn>+  - <html><a name='engai_mass2006_reliable'></a></html> "Reliable Reporting of Delay-Sensitive Events in Wireless Sensor-Actuator Networks," **Edith C. H. Ngai**, Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, //in Proceedings of the IEEE 3rd International Conference on Mobile Adhoc and Sensor Systems (MASS2006),// pp. 101-108, Vancouver, Canada, October 9 - October 12, 2006. \\ {{:conference:engai_mass2006_reliable.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 + - <html><a name='engai_icc2006_on'></a></html> "On the Intruder Detection for Sinkhole Attack in Wireless Sensor Networks," **Edith C. H. Ngai**, Jiangchuan Liu, Michael R. Lyu, //in Proceedings of the 2006 IEEE International Conference on Communications (ICC2006),// pp. 3383-3389, Istanbul, Turkey, June 11 - June 15, 2006. \\ {{:conference:engai_icc2006_on.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='engai_sutc2006_an'></a></html> "An Authentication Service Based on Trust and Clustering in Wireless Ad Hoc Networks: Description and Security Evaluation," **Edith C. H. Ngai**, Michael R. Lyu, //in Proceedings of the 2006 IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC2006),// pp. 94-103, Taichung, Taiwan, June 5 - June 7, 2006. \\ {{:conference:engai_sutc2006_an.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='engai_aerospace2006_a'></a></html> "A Real-Time Communication Framework for Wireless Sensor-Actuator Networks," **Edith C. H. Ngai**, Michael R. Lyu, Jiangchuan Liu, //in Proceedings of the 2006 IEEE Aerospace Conference (Aerospace2006),// pp. 1-9, Big Sky, Montana, USA, March 4 - March 11, 2006. \\ {{:conference:engai_aerospace2006_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='engai_aerospace2004_an'></a></html> "An Authentication Service Against Dishonest Users in Mobile Ad Hoc Networks," **Edith C. H. Ngai**, Michael R. Lyu, Roland T. Chin, //in Proceedings of the 2004 IEEE Aerospace Conference (Aerospace2004),// pp. 1275-1285, Big Sky, Montana, USA, March 6 - March 13, 2004. \\ {{:conference:engai_aerospace2004_an.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 + - <html><a name='engai_icdcsw2004_trust-'></a></html> "Trust- and Clustering-Based Authentication Services in Mobile Ad Hoc Networks," **Edith C. H. Ngai**, Michael R. Lyu, //in Proceedings of the 24th International Conference on Distributed Computing Systems Workshops (ICDCSW2004),// pp. 582-587, Tokyo, Japan, March 23 - March 24, 2004. \\ {{:conference:engai_icdcsw2004_trust-.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='engai_compsac2002_xvip'></a></html> "XVIP: An XML-Based Video Information Processing System," **Edith C. H. Ngai**, Pat Pik-Wah Chan, Edward H. H. Yau, Michael R. Lyu, //in Proceedings of the 26th Annual International Computer Software and Applications Conference (COMPSAC2002),// pp. 173-178, Oxford, The United Kingdom, August 26 - August 29, 2002. \\ {{:conference:engai_compsac2002_xvip.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
-=== Thesis: ===  +===== YANG, Haixuan (楊海宣) ===== 
-"Studies of Model Selection and Regularization for Generalization in Neural Networks with Applications" {{http://www.cse.cuhk.edu.hk/~lyu/student/phd/pguo/thesis.pdf|thesis}}+{{:students:haixuanyang.jpg?120 }} Graduated in 2007 \\ Lecturer Above the Bar, National University of Ireland Galway, Ireland \\ URL: https://www.nuigalway.ie/our-research/people/mathematics-statistics-and-applied-mathematics/haixuanyang/ \\ Email: <hxyang@cse.cuhk.edu.hk> \\ \\
 +=== Thesis: ===
 +
 +"Machine Learning Models on Random Graphs" {{:thesis:thesis_haixuanyang.pdf|Thesis}} {{:thesis:presentation_haixuanyang.pdf|Presentation}} \\ \\
=== Journal Paper === === Journal Paper ===
-  - "Pseudoinverse Learning Algorithm for Feedforward Neural Networks," **P. Guo** and Michael R. Lyu, in Advances in Neural Networks and Applications (NNA '01), N.E.Mastorakis Eds., WSES Press (Athens), pp.321-326, 2001. \\ \\ 
-  - "Cluster Number Selection for a Small Set of Samples Using the Bayesian Ying-Yang Model," **P. Guo**, C.L.P. Chen, and M.R. Lyu, IEEE Transactions on Neural Networks, vol. 13, no. 3, May 2002, pp. 757-763. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/NN_GuoChenLyu.pdf|Paper}}  \\ \\ 
-  - "Regularization Parameter Estimation for Feedforward Neural Networks," **P. Guo**, M.R. Lyu, and C.L.P. Chen, IEEE Transactions on Systems, Man, and Cybernatics, Part B, December 2002. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/tsmc-guo.pdf|Paper}} \\ \\ 
-  - "A Pseudoinverse Learning Algorithm for Feedforward Neural Networks with Stacked Generalization Applications to Software Reliability Growth Data," **P. Guo** and M.R. Lyu, //Neurocomputing//, vol. 56, 2004, pp. 101-121. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/nc2004.pdf|Paper}} \\ \\ 
 +  - <html><a name='hyang_tsmc2009_a'></a></html> "A Volume-Based Heat-Diffusion Classifier," **Haixuan Yang**, Michael R. Lyu, Irwin King, //IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC),// vol. 39, no. 2, pp. 417-430, 2009. \\ {{:journal:hyang_tsmc2009_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hyang_jasist2007_the'></a></html> "The Generalized Dependency Degree Between Attributes," **Haixuan Yang**, Irwin King, Michael R. Lyu, //Journal of the Association for Information Science and Technology (JASIST),// vol. 58, no. 14, pp. 2280-2294, 2007. \\ {{:journal:hyang_jasist2007_the.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +=== Conference Paper ===
 +
 +  - <html><a name='hyang_nips2008_learning'></a></html> "Learning with Consistency between Inductive Functions and Kernels," **Haixuan Yang**, Irwin King, Michael R. Lyu, //in Proceedings of the 22nd Conference on Neural Information Processing Systems (NIPS2008),// pp. 1849-1856, Vancouver, Canada, December 8 - December 11, 2008. \\ {{:conference:hyang_nips2008_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hyang_sigir2007_diffusionrank'></a></html> "DiffusionRank: A Possible Penicillin for Web Spamming," **Haixuan Yang**, Irwin King, Michael R. Lyu, //in Proceedings of the 30th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2007),// pp. 431-438, Amsterdam, The Netherlands, July 23 - July 27, 2007. \\ {{:conference:hyang_sigir2007_diffusionrank.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hyang_ijcnn2006_predictive'></a></html> "Predictive Random Graph Ranking on the Web," **Haixuan Yang**, Irwin King, Michael R. Lyu, //in Proceedings of the 2006 IEEE International Joint Conference on Neural Networks (IJCNN2006),// pp. 1825-1832, Vancouver, Canada, July 16 - July 21, 2006. \\ {{:conference:hyang_ijcnn2006_predictive.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hyang_iconip2005_nhdc'></a></html> "NHDC and PHDC: Non-Propagating and Propagating Heat Diffusion Classifiers," **Haixuan Yang**, Irwin King, Michael R. Lyu, //in Proceedings of the 12th International Conference on Neural Information Processing (ICONIP2005),// pp. 394-399, Taipei, Taiwan, October 30 - November 2, 2005. \\ {{:conference:hyang_iconip2005_nhdc.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hyang_wwwsitp2005_predictive'></a></html> "Predictive Ranking: A Novel Page Ranking Approach by Estimating the Web Structure," **Haixuan Yang**, Irwin King, Michael R. Lyu, //in Proceedings of the 14th International Conference on World Wide Web: Special Interest Tracks and Posters (WWW:SITP2005),// pp. 944-945, Chiba, Japan, May 10 - May 14, 2005. \\ {{:conference:hyang_wwwsitp2005_predictive.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +
 +===== HOI, Chu Hong Steven (許主洪) =====
 +{{:students:stevenhoi.jpg?120 }} Graduated in 2006 \\ Managing Director, Salesforce Research Asia, Singapore \\ URL: https://sites.google.com/view/stevenhoi/ \\ Email: <stevenhoi@gmail.com> \\ \\
 +
 +=== Thesis: ===
 +
 +"Statistical Machine Learning for Data Mining and Collaborative Multimedia Retrieval" {{:thesis:thesis_stevenhoi.pdf|Thesis}} {{:thesis:presentation_stevenhoi.pdf|Presentation}} \\ \\
 +
 +=== Journal Paper ===
 +
 +  - <html><a name='shoi_tkde2009_batch'></a></html> "Batch Mode Active Learning with Applications to Text Categorization and Image Retrieval," **Steven C. H. Hoi**, Rong Jin, Michael R. Lyu, //IEEE Transactions on Knowledge and Data Engineering (TKDE),// vol. 21, no. 9, pp. 1233-1248, 2009. \\ {{:journal:shoi_tkde2009_batch.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='shoi_tois2009_semisupervised'></a></html> "Semisupervised SVM Batch Mode Active Learning with Applications to Image Retrieval," **Steven C. H. Hoi**, Rong Jin, Jianke Zhu, Michael R. Lyu, //ACM Transactions on Information Systems (TOIS),// vol. 27, no. 3, pp. 16:1-16:29, 2009. \\ {{:journal:shoi_tois2009_semisupervised.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='shoi_tmm2008_a'></a></html> "A Multimodal and Multilevel Ranking Scheme for Large-Scale Video Retrieval," **Steven C. H. Hoi**, Michael R. Lyu, //IEEE Transactions on Multimedia (TMM),// vol. 10, no. 4, pp. 607-619, 2008. \\ {{:journal:shoi_tmm2008_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='shoi_tkde2006_a'></a></html> "A Unified Log-Based Relevance Feedback Scheme for Image Retrieval," **Steven C. H. Hoi**, Michael R. Lyu, Rong Jin, //IEEE Transactions on Knowledge and Data Engineering (TKDE),// vol. 18, no. 4, pp. 509-524, 2006. \\ {{:journal:shoi_tkde2006_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
=== Conference Paper === === Conference Paper ===
-  - "A Study on Color Space Selection for Determining Image Segmentation Region Number," **P. Guo** and M.R. Lyu, //in Proceedings of the International Conference on Artificial Intelligence (IC-AI'2000),// Las Vegas, Nevada, June 26-29, 2000, pp. 1127-1132. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/icai_243a.pdf|Paper}} \\ \\ + 
-  - "Classification for High-Dimension Small-Sample Data Sets Based on Kullback-Leibler Information Measure," **P. Guo** and M.R. Lyu, //in Proceedings of the International Conference on Artificial Intelligence (IC-AI'2000),// Las Vegas, Nevada, June 26-29, 2000, pp. 1187-1193. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/icai-242a.pdf|Paper}} \\ \\ +  - <html><a name='shoi_cvpr2008_semi-supervised'></a></html> "Semi-Supervised SVM Batch Mode Active Learning for Image Retrieval," **Steven C. H. Hoi**, Rong Jin, Jianke Zhu, Michael R. Lyu, //in Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2008),// Anchorage, USA, June 24 - June 26, 2008. \\ {{:conference:shoi_cvpr2008_semi-supervised.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
-  - "Software Quality Prediction using Mixure Model with EM algorithm," **P. Guo** and Michael R. Lyu, //in Proceedings of the First Asia-Pacific Conference on Quality Software (APAQS 2000)//, ed. by TSE &amp; CHEN, pp69-78, Hong Kong, October 30-31, 2000. \\ \\ +  - <html><a name='shoi_icml2007_learning'></a></html> "Learning Nonparametric Kernel Matrices from Pairwise Constraints," **Steven C. H. Hoi**, Rong Jin, Michael R. Lyu, //in Proceedings of the 24th International Conference on Machine Learning (ICML2007),// pp. 361-368, Corvalis, USA, June 20 - June 24, 2007. \\ {{:conference:shoi_icml2007_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - "A Case Study on Stacked Generalization with Software Reliability Growth Modeling Data," **P. Guo** and M.R. Lyu, //in Proceedings 8th International Conference on Neural Information Processing//, Shanghai, China, Nov. 14-18 2001, pp. 1321-1326. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/iconip01.pdf|Paper}} \\ \\ +  - <html><a name='shoi_icassp2007_a'></a></html> "A Multimodal and Multilevel Ranking Framework for Content-Based Video Retrieval," **Steven C. H. Hoi**, Michael R. Lyu, //in Proceedings of the 2007 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2007),// pp. 1225-1228, Honolulu, USA, April 15 - April 20, 2007. \\ {{:conference:shoi_icassp2007_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
-  - "Comparative Studies on Feature Extraction Methods for Multispectral Remote Sensing Image Classification", Y.Q. Tian, **P. Guo**, and M.R. Lyu, //IEEE International Conference on System//, Man and Cybernetics, Hawaii, USA, October 10-12, 2005.{{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/smcc-180.pdf|Paper}}  \\ \\ +  - <html><a name='shoi_kdd2006_learning'></a></html> "Learning the Unified Kernel Machines for Classification," **Steven C. H. Hoi**, Michael R. Lyu, Edward Y. Chang, //in Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2006),// pp. 187-196, Las Vegas, USA, August 24 - August 27, 2008. \\ {{:conference:shoi_kdd2006_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - "A Novel Method for Early Software Quality Prediction Based on Support Vector Machine", F. Xing, **P. Guo**, and M.R. Lyu, //in Proceedings 16th International Symposium on Software Reliability Engineering (ISSRE'2005),// Chicago, Illinois, November 8-11, 2005.   {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/issre05_pguo.pdf|Paper}} {{http://www.cse.cuhk.edu.hk/~lyu/presentation/pguo_issre05.ppt|Presentation}} \\ \\ +  - <html><a name='shoi_cvpr2006_learning'></a></html> "Learning Distance Metrics with Contextual Constraints for Image Retrieval," **Steven C. H. Hoi**, Wei Liu, Michael R. Lyu, Wei-Ying Ma, //in Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2006),// pp. 2072-2078, New York, USA, June 17 - June 22, 2006. \\ {{:conference:shoi_cvpr2006_learning.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
-  - "Comparative Studies on the CT Image Reconstruction Based on the RBF Neural Networks," H. Ming, **P. Guo**, M.R. Lyu, //in Proceedings of the 11th Joint International Computer Conference (JICC'2005),// Chongqing, China, November 10-12, 2005. {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/jicc2005.pdf|Paper}} \\ \\+  - <html><a name='shoi_icml2006_batch'></a></html> "Batch Mode Active Learning and Its Application to Medical Image Classification," **Steven C. H. Hoi**, Rong Jin, Jianke Zhu, Michael R. Lyu, //in Proceedings of the 23rd International Conference on Machine Learning (ICML2006),// pp. 417-424, Pittsburgh, USA, June 25 - June 29, 2006. \\ {{:conference:shoi_icml2006_batch.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='shoi_www2006_large-scale'></a></html> "Large-Scale Text Categorization by Batch Mode Active Learning," **Steven C. H. Hoi**, Rong Jin, Michael R. Lyu, //in Proceedings of the 15th International Conference on World Wide Web (WWW2006),// pp. 633-642, Edinburgh, The United Kingdom, May 23 - May 26, 2006. \\ {{:conference:shoi_www2006_large-scale.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='shoi_clef2005_cuhk'></a></html> "CUHK at ImageCLEF 2005: Cross-Language and Cross-Media Image Retrieval," **Steven C. H. Hoi**, Jianke Zhu, Michael R. Lyu, //in Proceedings of the 6th Workshop of the Cross-Language Evalution Forum: Accessing Multilingual Information Repositories (CLEF2005),// pp. 602-611, Vienna, Austria, September 21 - September 23, 2005. \\ {{:conference:shoi_clef2005_cuhk.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
 +  - <html><a name='shoi_clefworkingnotes2005_cuhk'></a></html> "CUHK Experiments with ImageCLEF 2005," **Steven C. H. Hoi**, Jianke Zhu, Michael R. Lyu, //in Proceedings of the Working Notes for the 6th Workshop of the Cross-Language Evalution Forum Co-Located with the 9th European Conference on Digital Libraries (CLEF:Working Notes2005),// pp. 1-9, Wien, Austria, September 21 - September 22, 2005. \\ {{:conference:shoi_clefworkingnotes2005_cuhk.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
 +  - <html><a name='shoi_cvpr2005_a'></a></html> "A Semi-Supervised Active Learning Framework for Image Retrieval," **Steven C. H. Hoi**, Michael R. Lyu, //in Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2005),// pp. 302-309, San Diego, USA, June 20 - June 26, 2005. \\ {{:conference:shoi_cvpr2005_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
 +  - <html><a name='shoi_icdew2005_integrating'></a></html> "Integrating User Feedback Log into Relevance Feedback by Coupled SVM for Content-Based Image Retrieval," **Steven C. H. Hoi**, Michael R. Lyu, Rong Jin, //in Proceedings of the 21st International Conference on Data Engineering Workshops (ICDEW2005),// pp. 1-10, Tokyo, Japan, April 5 - April 8, 2005. \\ {{:conference:shoi_icdew2005_integrating.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='shoi_acmmm2004_a'></a></html> "A Novel Log-Based Relevance Feedback Technique in Content-Based Image Retrieval," **Steven C. H. Hoi**, Michael R. Lyu, //in Proceedings of the 12th ACM International Conference on Multimedia (ACMMM2004),// pp. 24-31, New York, USA, October 10 - October 16, 2004. \\ {{:conference:shoi_acmmm2004_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
 +  - <html><a name='shoi_icpr2004_group-based'></a></html> "Group-Based Relevance Feedback with Support Vector Machine Ensembles," **Steven C. H. Hoi**, Michael R. Lyu, //in Proceedings of the 17th International Conference on Pattern Recognition (ICPR2004),// pp. 874-877, Cambridge, The United Kingdom, August 23 - August 26, 2004. \\ {{:conference:shoi_icpr2004_group-based.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
 +  - <html><a name='shoi_ijcnn2004_biased'></a></html> "Biased Support Vector Machine for Relevance Feedback in Image Retrieval," **Steven C. H. Hoi**, Chi-Hang Chan, Kaizhu Huang, Michael R. Lyu, Irwin King, //in Proceedings of the 2004 IEEE International Joint Conference on Neural Networks (IJCNN2004),// pp. 3189-3194, Budapest, Hungary, July 25 - July 29, 2004. \\ {{:conference:shoi_ijcnn2004_biased.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='shoi_icme2004_robust'></a></html> "Robust Face Recognition Using Minimax Probability Machine," **Steven C. H. Hoi**, Michael R. Lyu, //in Proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME2004),// pp. 1175-1178, Taipei, Taiwan, June 27 - June 30, 2004. \\ {{:conference:shoi_icme2004_robust.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
 +  - <html><a name='shoi_wwwatpp2004_web'></a></html> "Web Image Learning for Searching Semantic Concepts in Image Databases," **Steven C. H. Hoi**, Michael R. Lyu, //in Proceedings of the 13th international conference on World Wide Web: Alternate Track Papers & Posters (WWW:ATPP2004),// pp. 406-407, New York, USA, May 17 - May 20, 2004. \\ {{:conference:shoi_wwwatpp2004_web.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='shoi_civr2003_a'></a></html> "A Novel Scheme for Video Similarity Detection," **Steven C. H. Hoi**, Wei Wang, Michael R. Lyu, //in Proceedings of the 2nd International Conference on Image and Video Retrieval (CIVR2003),// pp. 373-382, Urbana-Champaign, USA, July 24 - July 25, 2003. \\ {{:conference:shoi_civr2003_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
 + 
 +===== CAI, Xia Teresa (蔡霞) ===== 
 +{{:students:xiacai.jpg?120 }} Graduated in 2006 \\ Residential Real Estate Broker, Royal LePage, Canada \\ URL: https://dl.acm.org/profile/81100430295 \\ Email: <xcai@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: === 
 + 
 +"Coverage-Based Testing Strategies and Reliability Modeling for Fault-Tolerant Software Systems" {{:thesis:thesis_xiacai.pdf|Thesis}} {{:thesis:presentation_xiacai.pdf|Presentation}} \\ \\  
 + 
 +=== Journal Paper === 
 + 
 +  - "A Generic Environment for COTS Testing and Quality Prediction," **Xia Cai**, Michael R. Lyu, Kam-Fai Wong, //in Testing Commercial-off-the-Shelf Components and Systems,// Published by Springer, 2005. \\ {{:conference:xcai_springer2005_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='xcai_sen2005_the'></a></html> "The Effect of Code Coverage on Fault Detection under Different Testing Profiles," **Xia Cai**, Michael R. Lyu, //ACM SIGSOFT Software Engineering Notes (SEN),// vol. 30, no. 4, pp. 1-7, 2005. \\ {{:journal:xcai_sen2005_the.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='xcai_ijseke2002_component-based'></a></html> "Component-Based Embedded Software Engineering: Development Framework, Quality Assurance and a Generic Assessment Environment," **Xia Cai**, Michael R. Lyu, Kam-Fai Wong, //International Journal of Software Engineering and Knowledge Engineering (IJSEKE),// vol. 12, no. 2, pp. 107-133, 2002. \\ {{:journal:xcai_ijseke2002_component-based.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 + 
 +=== Conference Paper === 
 + 
 +  - <html><a name='xcai_issre2007_software'></a></html> "Software Reliability Modeling with Test Coverage: Experimentation and Measurement with a Fault-Tolerant Software Project," **Xia Cai**, Michael R. Lyu, //in Proceedings of the 18th IEEE International Symposium on Software Reliability Engineering (ISSRE2007),// pp. 17-26, Trollhattan, Sweden, November 5 - November 9, 2007. \\ {{:conference:xcai_issre2007_software.pdf|Paper}} [&lt;color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='xcai_issre2005_an'></a></html> "An Experimental Evaluation on Reliability Features of N-Version Programming," **Xia Cai**, Michael R. Lyu, Mladen A. Vouk, //in Proceedings of the 16th IEEE International Symposium on Software Reliability Engineering (ISSRE2005),// pp. 161-170, Chicago, USA, November 8 - November 11, 2005. \\ {{:conference:xcai_issre2005_an.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='xcai_icseamost2005_the'></a></html> "The Effect of Code Coverage on Fault Detection under Different Testing Profiles," **Xia Cai**, Michael R. Lyu, //in Proceedings of the 27th ACM/IEEE International Conference on Software Engineering: Workshop on Advances in Model-Based Software Testing (ICSE:A-MOST2005),// pp. 1-7, St. Louis, USA, May 15 - May 16, 2005. \\ {{:conference:xcai_icseamost2005_the.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='xcai_issre2004_an'></a></html> "An Empirical Study on Reliability Modeling for Diverse Software Systems," **Xia Cai**, Michael R. Lyu, //in Proceedings of the 15th IEEE International Symposium on Software Reliability Engineering (ISSRE2004),// pp. 125-136, Saint-Malo, France, November 2 - November 5, 2004. \\ {{:conference:xcai_issre2004_an.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='xcai_ise2001_compare'></a></html> "ComPARE: A Generic Quality Assessment Environment for Component-Based Software Systems," **Xia Cai**, Michael R. Lyu, Kam-Fai Wong, Mabel Wong, //in Proceedings of the 2001 International Symposium on Information Systems and Engineering (ISE2001),// pp. 348-354, Las Vegas, USA, June 25 - June 28, 2001. \\ {{:conference:xcai_ise2001_compare.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='xcai_apsec2000_component-based'></a></html> "Component-Based Software Engineering: Technologies, Development Frameworks, and Quality Assurance Schemes," **Xia Cai**, Michael R. Lyu, Kam-Fai Wong, Roy Ko, //in Proceedings of the 7th Asia-Pacific Software Engineering Conference (APSEC2000),// pp. 372-, Singapore, Singapore, December 5 - December 8, 2000. \\ {{:conference:xcai_apsec2000_component-based.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 + 
 +===== CHEN, Xinyu (陳新宇) ===== 
 +{{:students:xinyuchen.jpg?120 }} Graduated in 2005 \\ Research, Founder, China \\ URL: https://dl.acm.org/profile/81100107669 \\ Email: <xychen@cse.cuhk.edu.hk> \\ \\  
 + 
 +=== Thesis: === 
 + 
 +"On Fault Tolerance, Performance, and Reliability for Wireless and Sensor Networks" {{:thesis:thesis_xinyuchen.pdf|Thesis}} {{:thesis:presentation_xinyuchen.pdf|Presentation}} \\ \\  
 + 
 +=== Journal Paper === 
 + 
 +  - <html><a name='xchen_tr2005_reliability'></a></html> "Reliability Analysis for Various Communication Schemes in Wireless CORBA," **Xinyu Chen**, Michael R. Lyu, //IEEE Transactions on Reliability (TR),// vol. 54, no. 2, pp. 232-242, 2005. \\ {{:journal:xchen_tr2005_reliability.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 + 
 +=== Conference Paper === 
 + 
 +  - <html><a name='xchen_icnsc2008_voronoi-based'></a></html> "Voronoi-Based Sleeping Configuration in Wireless Sensor Networks with Location Error," **Xinyu Chen**, Michael R. Lyu, Ping Guo, //in Proceedings of the IEEE International Conference on Networking, Sensing and Control (ICNSC2008),// pp. 1459-1464, Hainan, China, April 6 - April 8,  2008. \\ {{:conference:xchen_icnsc2008_voronoi-based.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='xchen_aerospace2004_message'></a></html> "Message Queueing Analysis in Wireless Networks with Mobile Station Failures and Handoffs," **Xinyu Chen**, Michael R. Lyu, //in Proceedings of the 2004 IEEE Aerospace Conference (Aerospace2004),// pp. 1296-1304, Big Sky, Montana, USA, March 6 - March 13, 2004. \\ {{:conference:xchen_aerospace2004_message.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='xchen_prdc2004_expected-reliability'></a></html> "Expected-Reliability Analysis for Wireless CORBA with Imperfect Components," **Xinyu Chen**, Michael R. Lyu, //in Proceedings of the 10th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC2004),// pp. 207-215, Papeete, Tahiti, March 3 - March 5, 2004. \\ {{:conference:xchen_prdc2004_expected-reliability.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='xchen_srds2003_performance'></a></html> "Performance and Effectiveness Analysis of Checkpointing in Mobile Environments," **Xinyu Chen**, Michael R. Lyu, //in Proceedings of the 22nd Symposium on Reliable Distributed Systems (SRDS2003),// pp. 131-140, Florence, Italy, October 6 - October 8, 2003. \\ {{:conference:xchen_srds2003_performance.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='xchen_isads2003_message'></a></html> "Message Logging and Recovery in Wireless CORBA Using Access Bridge," **Xinyu Chen**, Michael R. Lyu, //in Proceedings of the 6th International Symposium on Autonomous Decentralized Systems (ISADS2003),// pp. 107-114, Pisa, Italy, April 9 - April 11, 2003. \\ {{:conference:xchen_isads2003_message.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 + 
 +===== HUANG, Kaizhu (黃開竹) ===== 
 +{{:students:kaizhuhuang.jpg?120 }} Graduated in 2004 \\ Professor, Xi'an Jiaotong Liverpool University, China \\ URL: https://www.xjtlu.edu.cn/en/departments/academic-departments/electrical-and-electronic-engineering/staff/kaizhu-huang \\ Email: <Kaizhu.Huang@xjtlu.edu.cn> \\ \\  
 + 
 +=== Thesis: === 
 + 
 +"Learning from Data Locally and Globally" {{:thesis:thesis_kaizhuhuang.pdf|Thesis}} {{:thesis:presentation_kaizhuhuang.pdf|Presentation}} \\ \\  
 + 
 +=== Journal Paper === 
 + 
 +  - <html><a name='khuang_neurcom2009_arbitrary'></a></html> "Arbitrary Norm Support Vector Machines," **Kaizhu Huang**, Danian Zheng, Irwin King, Michael R. Lyu, //Neural Computation (NEURCOM),// vol. 21, no. 2, pp. 560-582, 2009. \\ {{:journal:khuang_neurcom2009_arbitrary.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + - "Machine Learning: Modeling Data Locally and Globally," **Kaizhu Huang**, Haiqin Yang, Michael R. Lyu, //in Advanced Topics in Science and Technology in China,// Published by Springer, 2008. \\ [[https://link.springer.com/book/10.1007/978-3-540-79452-3|Paper]] [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='khuang_tnn2008_maxi-min'></a></html> "Maxi-Min Margin Machine: Learning Large Margin Classifiers Locally and Globally," **Kaizhu Huang**, Haiqin Yang, Irwin King, Michael R. Lyu, //IEEE Transactions on Neural Networks (TNN),// vol. 19, no. 2, pp. 260-272, 2008. \\ {{:journal:khuang_tnn2008_maxi-min.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - "A Novel Discriminative Naive Bayesian Network for Classification," **Kaizhu Huang**, Zenglin Xu, Irwin King, Michael R. Lyu,  Zhangbing Zhou, //in Bayesian Network Technologies: Applications and Graphical Models,// Published by IGI Global, 2007. \\ {{:conference:khuang_igiglobal2007_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='khuang_tbme2006_maximizing'></a></html> "Maximizing Sensitivity in Medical Diagnosis Using Biased Minimax Probability Machine," **Kaizhu Huang**, Haiqin Yang, Irwin King, Michael R. Lyu, //IEEE Transactions on Biomedical Engineering (TBME),// vol. 53, no. 5, pp. 821-831, 2006. \\ {{:journal:khuang_tbme2006_maximizing.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='khuang_tsmc2006_imbalanced'></a></html> "Imbalanced Learning with a Biased Minimax Probability Machine," **Kaizhu Huang**, Haiqin Yang, Irwin King, Michael R. Lyu, //IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC),// vol. 36, no. 4, pp. 913-923, 2006. \\ {{:journal:khuang_tsmc2006_imbalanced.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - "Local Learning vs. Global Learning: An Introduction to Maxi-Min Margin Machine," **Kaizhu Huang**, Haiqin Yang, Irwin King, Michael R. Lyu, //in Support Vector Machines: Theory and Applications,// Published by Springer, 2005. \\ {{:conference:khuang_springer2005_local.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - "Improving Chow-Liu Tree Performance by Mining Association Rules," **Kaizhu Huang**, Irwin King, Michael R. Lyu, Haiqin Yang, //in Neural Information Processing: Research and Development,// Published by Springer, 2004. \\ {{:conference:khuang_springer2004_improving.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='khuang_jmlr2004_the'></a></html> "The Minimum Error Minimax Probability Machine," **Kaizhu Huang**, Haiqin Yang, Irwin King, Michael R. Lyu, Laiwan Chan, //Journal of Machine Learning Research (JMLR),// vol. 5, pp. 1253-1286, 2004. \\ {{:journal:khuang_jmlr2004_the.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + 
 +=== Conference Paper === 
 + 
 +  - <html><a name='khuang_wsdm2015_wsdm'15'></a></html> "WSDM'15 Workshop Summary / Scalable Data Analytics: Theory and Applications," **Kaizhu Huang**, Haiqin Yang, Irwin King, Michael R. Lyu, //in Proceedings of the 8th ACM International Conference on Web Search and Data Mining (WSDM2015),// pp. 425-426, Shanghai, China, February 2 - February 6, 2015. \\ {{:conference:khuang_wsdm2015_wsdm'15.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='khuang_ijcnn2009_supervised'></a></html> "Supervised Self-Taught Learning: Actively Transferring Knowledge from Unlabeled Data," **Kaizhu Huang**, Zenglin Xu, Irwin King, Michael R. Lyu, Colin Campbell, //in Proceedings of the 2009 IEEE International Joint Conference on Neural Networks (IJCNN2009),// pp. 1272-1277, Atlanta, USA, June 14 - June 19, 2009. \\ {{:conference:khuang_ijcnn2009_supervised.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='khuang_icdm2008_semi-supervised'></a></html> "Semi-Supervised Learning from General Unlabeled Data," **Kaizhu Huang**, Zenglin Xu, Irwin King, Michael R. Lyu, //in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM2008),// pp. 273-282, Pisa, Italy, December 15 - December 19, 2008. \\ {{:conference:khuang_icdm2008_semi-supervised.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='khuang_icdm2008_direct'></a></html> "Direct Zero-Norm Optimization for Feature Selection," **Kaizhu Huang**, Irwin King, Michael R. Lyu, //in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM2008),// pp. 845-850, Pisa, Italy, December 15 - December 19, 2008. \\ {{:conference:khuang_icdm2008_direct.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='khuang_ijcnn2006_local'></a></html> "Local Support Vector Regression for Financial Time Series Prediction," **Kaizhu Huang**, Haiqin Yang, Irwin King, Michael R. Lyu, //in Proceedings of the 2006 IEEE International Joint Conference on Neural Networks (IJCNN2006),// pp. 1622-1627, Vancouver, Canada, July 16 - July 21, 2006. \\ {{:conference:khuang_ijcnn2006_local.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='khuang_iconip2005_improving'></a></html> "Improving Naive Bayesian Classifier by Discriminative Training," **Kaizhu Huang**, Zhangbing Zhou, Irwin King, Michael R. Lyu, //in Proceedings of the 12th International Conference on Neural Information Processing (ICONIP2005),// pp. 49-54, Taipei, Taiwan, October 30 - November 2, 2005. \\ {{:conference:khuang_iconip2005_improving.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='khuang_icml2004_learning'></a></html> "Learning Large Margin Classifiers Locally and Globally," **Kaizhu Huang**, Haiqin Yang, Irwin King, Michael R. Lyu, //in Proceedings of the 21st International Conference on Machine Learning (ICML2004),// Banff, Canada, July 4 - July 8, 2004. \\ {{:conference:khuang_icml2004_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='khuang_cvpr2004_learning'></a></html> "Learning Classifiers from Imbalanced Data Based on Biased Minimax Probability Machine," **Kaizhu Huang**, Haiqin Yang, Irwin King, Michael R. Lyu, //in Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2004),// pp. 558-563, Washington DC, USA, June 27 - July 2, 2004. \\ {{:conference:khuang_cvpr2004_learning.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
 +  - <html><a name='khuang_isaim2004_biased'></a></html> "Biased Minimax Probability Machine for Medical Diagnosis," **Kaizhu Huang**, Haiqin Yang, Irwin King, Michael R. Lyu, Laiwan Chan, //in Proceedings of the 8th International Symposium on Artificial Intelligence and Mathematics (ISAIM2004),// Fort Lauderdale, USA, January 4 - January 6, 2004. \\ {{:conference:khuang_isaim2004_biased.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='khuang_ijcnn2003_discriminative'></a></html> "Discriminative Training of Bayesian Chow-Liu Multinet Classifiers," **Kaizhu Huang**, Irwin King, Michael R. Lyu, //in Proceedings of the 2003 IEEE International Joint Conference on Neural Networks (IJCNN2003),// pp. 484-488, Portland, USA, July 20 - July 24, 2003. \\ {{:conference:khuang_ijcnn2003_discriminative.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='khuang_icanniconip2003_finite'></a></html> "Finite Mixture Model of Bounded Semi-Naive Bayesian Networks Classifier," **Kaizhu Huang**, Irwin King, Michael R. Lyu, //in Proceedings of the Joint International Conference on Artificial Neural Networks and Neural Information Processing (ICANN/ICONIP2003),// pp. 115-122, Istanbul, Turkey, June 26 - June 29, 2003. \\ {{:conference:khuang_icanniconip2003_finite.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='khuang_iconip2002_constructing'></a></html> "Constructing a Large Node Chow-Liu Tree Based On Frequent Itemsets," **Kaizhu Huang**, Irwin King, Michael R. Lyu, //in Proceedings of the 9th International Conference on Neural Information Processing (ICONIP2002),// pp. 498-502, Singapore, Singapore, November 18 - November 22, 2002. \\ {{:conference:khuang_iconip2002_constructing.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='khuang_smc2002_learning'></a></html> "Learning Maximum Likelihood Semi-Naive Bayesian Network Classifier," **Kaizhu Huang**, Irwin King, Michael R. Lyu, //in Proceedings of the 2002 IEEE International Conference on Systems, Man and Cybernetics (SMC2002),// pp. 1-6, Yasmine Hammamet, Tunisia, October 6 - October 9, 2002. \\ {{:conference:khuang_smc2002_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + 
 +===== GUO, Ping (郭平) ===== 
 +{{:students:pingguo.jpg?120 }} Graduated in 2002 \\ Professor, Beijing Normal University, China \\ URL: http://www.cse.cuhk.edu.hk/~lyu/student/phd/pguo/pguo/Default%20page_files/appsrv.cse.cuhk.edu.hk/~pguo/index.html \\ Email: <pguo@bnu.edu.cn> \\ \\  
 + 
 +=== Thesis: === 
 + 
 +"Studies of Model Selection and Regularization for Generalization in Neural Networks with Applications" {{:thesis:thesis_pingguo.pdf|Thesis}} {{:thesis:presentation_pingguo.pdf|Presentation}} \\ \\  
 + 
 +=== Journal Paper === 
 + 
 +  - <html><a name='pguo_pr2008_a'></a></html> "A Study of Regularized Gaussian Classifier in High-Dimension Small Sample Set Case Based on MDL Principle with Application to Spectrum Recognition," **Ping Guo**, Yunde Jia, Michael R. Lyu, //Pattern Recognition (PR),// vol. 41, no. 9, pp. 2842-2854, 2008. \\ {{:journal:pguo_pr2008_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ 
 +  - <html><a name='pguo_ijwmip2007_blind'></a></html> "Blind Image Restoration by Combining Wavelet Transform and RBF Neural Network," **Ping Guo**, Hongzhai Li, Michael R. Lyu, //International Journal of Wavelets, Multiresolution and Information Processing (IJWMIP),// vol. 5, no. 1, pp. 15-26, 2007. \\ {{:journal:pguo_ijwmip2007_blind.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='pguo_neurocomputing2004_a'></a></html> "A Pseudoinverse Learning Algorithm for Feedforward Neural Networks with Stacked Generalization Applications to Software Reliability Growth Data," **Ping Guo**, Michael R. Lyu, //Neurocomputing (NEUROCOMPUTING),// vol. 56, pp. 101-121, 2004. \\ {{:journal:pguo_neurocomputing2004_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='pguo_tsmc2003_regularization'></a></html> "Regularization Parameter Estimation for Feedforward Neural Networks," **Ping Guo**, Michael R. Lyu, C. L. Philip Chen, //IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC),// vol. 33, no. 1, pp. 35-44, 2003. \\ {{:journal:pguo_tsmc2003_regularization.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='pguo_tnn2002_cluster'></a></html> "Cluster Number Selection for a Small Set of Samples Using the Bayesian Ying-Yang model," **Ping Guo**, C. L. Philip Chen, Michael R. Lyu, //IEEE Transactions on Neural Networks (TNN),// vol. 13, no. 3, pp. 757-763, 2002. \\ {{:journal:pguo_tnn2002_cluster.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - "Pseudoinverse Learning Algorithm for Feedfoword Neural Networks," **Ping Guo**, Michael R. Lyu, //in Advances in Neural Networks and Applications,// Published by World Scientific and Engineering Academy and Society, 2001. \\ {{:conference:pguo_worldscientificandengineeringacademyandsociety2001_pseudoinverse.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + 
 +=== Conference Paper === 
 + 
 +  - <html><a name='pguo_iconip2001_a'></a></html> "A Case Study on Stacked Generalization with Software Reliability Growth Modeling Data," **Ping Guo**, Michael R. Lyu, //in Proceedings of the 8th International Conference on Neural Information Processing (ICONIP2001),// pp. 1321-1326, Shanghai, China, November 14 - November 18, 2001. \\ {{:conference:pguo_iconip2001_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 +  - <html><a name='pguo_apaqs2000_software'></a></html> "Software Quality Prediction Using Mixture Models with EM Algorithm," **Ping Guo**, Michael R. Lyu, //in Proceedings of the 1st Asia-Pacific Conference on Quality Software (APAQS2000),// pp. 69-80, Hong Kong, China, October 30 - October 31, 2000. \\ {{:conference:pguo_apaqs2000_software.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ 
 +  - <html><a name='pguo_ic2000_a'></a></html> "A Study on Color Space Selection for Determining Image Segmentation Region Number," **Ping Guo**, Michael R. Lyu, //in Proceedings of the 2000 International Conference on Internet Computing (IC2000),// pp. 1127-1132, Las Vegas, USA, June 26 - June 29, 2000. \\ {{:conference:pguo_ic2000_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ 
 +  - <html><a name='pguo_icai2000_classification'></a></html> "Classification for High-Dimension Small-Sample Data Sets Based on Kullback-Leibler Information Measure," **Ping Guo**, Michael R. Lyu, //in Proceedings of the 2000 International Conference on Artificial Intelligence (ICAI2000),// pp. 1187-1193, Las Vegas, USA, June 26 - June 29, 2000. \\ {{:conference:pguo_icai2000_classification.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
 + 
 
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