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students:phd 2019/05/28 16:01 students:phd 2019/10/18 12:13 current
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====== Current Ph.D. Students ====== ====== Current Ph.D. Students ======
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-===== Su, Yuxin (苏玉鑫)    ===== 
-{{:students:yxsu.jpg?120 }}  PhD student: 2014~Present \\ URL: http://www.cse.cuhk.edu.hk/~yxsu\\ Email: <yxsu@cse.cuhk.edu.hk>  
-=== Thesis: ===  
- 
-=== Journal Paper === 
- 
-=== Conference Paper === 
-  - <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>] \\ \\ 
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- 
-===== ZENG, Jichuan (曾纪川)    ===== 
-{{:students:jczeng.JPG?120 }}  PhD student: 2015~Present \\ URL: http://www.cse.cuhk.edu.hk/~jczeng\\ Email: <jczeng@cse.cuhk.edu.hk>  
-=== Thesis: ===  
- 
-=== Journal Paper === 
-  - <html><a name='jczeng_tacl19'></a></html> "What You Say and How You Say it: Joint Modeling of Topics andDiscourse in Microblog Conversations," **Jichuan Zeng**, Jing Li, Yulan He, Cuiyun Gao, M.R. Lyu, Irwin King, // Transactions of the Association for Computational Linguistics. (TACL)//, accepted. \\ {{:journal:jczeng_tacl19.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\ 
- 
-=== 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>] \\ \\ 
===== LI, Jian (李建)    ===== ===== LI, Jian (李建)    =====
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=== 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>] \\ \\   - <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>] \\ \\
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=== 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='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)  ===== ===== LI, Jingjing (李菁菁)  =====
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=== 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)  ===== ===== GAO, Yifan (高一帆)  =====
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=== 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:ppliu_aaai19.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\+  - <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)  ===== ===== YANG, Tianyi (杨天益)  =====
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====== Graduated Ph.D. Students ======= ====== Graduated Ph.D. Students =======
 +
 +===== ZENG, Jichuan (曾纪川)    =====
 +{{: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 ===
 +  - <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 ===
 +  - <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>] \\ \\
 +
 +
 +===== Su, Yuxin (苏玉鑫)    =====
 +{{: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 ===
 +
 +=== 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)    ===== ===== Yu, Xiaotian (余晓填)    =====
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  - <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_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>] \\ \\   - <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>] \\ \\
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===== Xu, Hui (徐辉)    ===== ===== Xu, Hui (徐辉)    =====
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{{:students:cygao.jpg?120 }}  Graduated in 2018 \\ URL: http://www.cse.cuhk.edu.hk/~cygao\\ Email: <cygao@cse.cuhk.edu.hk> {{:students:cygao.jpg?120 }}  Graduated in 2018 \\ URL: http://www.cse.cuhk.edu.hk/~cygao\\ Email: <cygao@cse.cuhk.edu.hk>
=== Thesis: === === Thesis: ===
-"User Review Mining for Assisting App Development" {{:thesis:cygao_thesis.pdf|Thesis}}+"User Review Mining for Assisting App Development" {{:thesis:cygao_thesis.pdf|Thesis}} {{:presentation:presentation_cygao.pdf|Presentation}}
=== Journal Paper === === Journal Paper ===
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  - <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_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_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. \\ {{:conference:cygao_icse18.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_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='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>]\\ \\
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{{:students:xxchen.jpg?120 }}  PhD student: Graduated in 2018 \\ URL: http://www.cse.cuhk.edu.hk/~xxchen\\ Email: <xxchen@cse.cuhk.edu.hk> {{:students:xxchen.jpg?120 }}  PhD student: Graduated in 2018 \\ URL: http://www.cse.cuhk.edu.hk/~xxchen\\ Email: <xxchen@cse.cuhk.edu.hk>
=== Thesis: === === Thesis: ===
-“Randomized Algorithms for Machine Learning” {{:thesis:thesis_xxchen.pdf|Thesis}}+“Randomized Algorithms for Machine Learning” {{:thesis:thesis_xxchen.pdf|Thesis}} {{:presentation:presentation_xxchen_new.pdf|Presentation}}
=== Journal Paper === === Journal Paper ===
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=== 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)//, accepted. [<color black/yellow>DS</color>]\\ \\  +  -<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)//, accepted. [<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>]\\ \\
=== 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.  [<color black/yellow>DS</color>]\\ \\ +  - <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.  [<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.  [<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='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> "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='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.  [<color black/yellow>DS</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)  ===== ===== Zhang, Qirun (章启润)  =====
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=== Thesis: === === Thesis: ===
"Scaling CFL-Reachability-Based Alias Analysis: "Scaling CFL-Reachability-Based Alias Analysis:
-Theory and Practice" +Theory and Practice" {{:thesis:thesis-qirun.pdf|Thesis}} {{:presentation:defense-qirun.pdf|Presentation}}
=== Journal Paper === === Journal Paper ===
Line 440: Line 444:
"Sparse Learning Under Regularization Framework" {{:thesis:haiqin_thesis.pdf|Thesis}} {{:thesis:thesis_slr.pdf|Presentation}} "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. \\ \\+  -<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='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>]\\ \\
=== 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   - <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:mtoc.pdf|[Paper]}} [<color black/fuchsia>ML</color>]  \\ \\ +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   - <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>]\\ \\  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   - <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>]  \\ \\  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:cikm495-yang.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>]  \\ \\
   
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  - <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='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='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. {{:paper:zibin-emse.pdf|Paper}}  \\ \\+  - <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='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='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}}\\ \\
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=== Thesis: === === Thesis: ===
"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}} "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}}
-{{http://www.cse.cuhk.edu.hk/~yfzhou/thesis.pps|Presentation}} +{{:presentation:presentation_yfzhou.pdf|Presentation}}
=== Journal Paper === === Journal Paper ===
=== 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]}}  \\ \\ +  - "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}} \\ \\   - "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}}  \\ \\   - "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}}  \\ \\
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=== Thesis: === === Thesis: ===
-"Learning from Unlabeled Data" {{http://www.cse.cuhk.edu.hk/~zlxu/pub/phdthesis.pdf|Thesis}} {{http://appsrv.cse.cuhk.edu.hk/~zlxu/Presentation/phdslides.pdf|Presentation}}+"Learning from Unlabeled Data" {{:thesis:thesis_zlxu.pdf|Thesis}} {{:presentation:presentation_zlxu.pdf|Presentation}}
=== Journal Paper === === Journal Paper ===
 
students/phd.1559030501.txt · Last modified: 2019/05/28 16:01 by lyu     Back to top