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publications:conference2 2018/12/15 22:01 publications:conference2 2019/08/24 02:18 current
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^ <fs 0.8em>Year</fs> ^<color black/aqua >SE</color>^<color black/yellow>DS</color>^<color black/lime >MM</color>^<color black/fuchsia>ML</color>^<fs 0.8em>Total</fs>^ ^ <fs 0.8em>Year</fs> ^<color black/aqua >SE</color>^<color black/yellow>DS</color>^<color black/lime >MM</color>^<color black/fuchsia>ML</color>^<fs 0.8em>Total</fs>^
-| <fs 0.8em>**[[#year2018|2018]]**</fs>|<fs 0.8em>[[#cygao_icse18|ICSE]], [[#slhe_fse18|FSE]], [[#hxu_dsn18|DSN]], [[#jli_ijcai18|IJCAI]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> [[#shenglin_icme18|ICME]]</fs>|<fs 0.8em>[[#xtyu_ijcai18|IJCAI]], [[#xtyu_uai18|UAI]]</fs>|<fs 0.8em>6</fs>|+| <fs 0.8em>**[[#year2019|2019]]**</fs>|<fs 0.8em>[[#jmzhu_icse19|ICSE-C(2)]],[[#wbwu_dsn19|DSN(2)]]</fs>|<fs 0.8em></fs>|<fs 0.8em>[[#ppliu_cvpr19|CVPR]]</fs>|<fs 0.8em>[[#wchen_aaai19|AAAI(3)]],[[#ywang_naacl19|NAACL(3)]],[[#yfgao_ijcai19|IJCAI]],[[#yfgao_acl19|ACL(2)]]</fs>|<fs 0.8em>14</fs>| 
 +| <fs 0.8em>**[[#year2018|2018]]**</fs>|<fs 0.8em>[[#cygao_icse18|ICSE]],[[#slhe_fse18|FSE(2)]],[[#pjhe_ase18|ASE]],[[#hxu_dsn18|DSN]],[[#jli_ijcai18|IJCAI]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> [[#shenglin_icme18|ICME]]</fs>|<fs 0.8em>[[#xtyu_ijcai18|IJCAI]], [[#xtyu_uai18|UAI]], [[#yxsu_cikm18|CIKM(2)]], [[#jczeng_emnlp18|EMNLP(2)]], [[#hshao_nips18|NIPS]]</fs>|<fs 0.8em>14</fs>|
| <fs 0.8em>**[[#year2017|2017]]**</fs>|<fs 0.8em>[[#cygao_ICSE17|ICSE-C]], [[#jianli_qrs17|QRS]], [[#hxu_dsn17|DSN]] </fs>|<fs 0.8em>[[#pjhe_icws17|ICWS(2)]] </fs>|<fs 0.8em> </fs>|<fs 0.8em>[[#xtyu_aaai17|AAAI]], [[#slzhao_www17|WWW]], [[#yxsu_sigir17|SIGIR(2)]], [[#xxchen_icml17|ICML]], [[#xxchen_uai17|UAI]], [[#gxli_ijcnn17|IJCNN]], | <fs 0.8em>**[[#year2017|2017]]**</fs>|<fs 0.8em>[[#cygao_ICSE17|ICSE-C]], [[#jianli_qrs17|QRS]], [[#hxu_dsn17|DSN]] </fs>|<fs 0.8em>[[#pjhe_icws17|ICWS(2)]] </fs>|<fs 0.8em> </fs>|<fs 0.8em>[[#xtyu_aaai17|AAAI]], [[#slzhao_www17|WWW]], [[#yxsu_sigir17|SIGIR(2)]], [[#xxchen_icml17|ICML]], [[#xxchen_uai17|UAI]], [[#gxli_ijcnn17|IJCNN]],
[[#slzhao_sigspatial17|SIGSPATIAL]], [[#xtyu_icdm17|ICDM]], [[#xyniu_adma17|ADMA]]</fs>|<fs 0.8em>15</fs>| [[#slzhao_sigspatial17|SIGSPATIAL]], [[#xtyu_icdm17|ICDM]], [[#xyniu_adma17|ADMA]]</fs>|<fs 0.8em>15</fs>|
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| <fs 0.8em>**[[#year1991|1991]]**</fs>|<fs 0.8em> [[#compsac1991221|COMPSAC]],[[#issre1991222|ISSRE(2)]],\\ [[#sigsn1991224|SIGSN]],[[#psam1991225|PSAM]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> 5</fs>| | <fs 0.8em>**[[#year1991|1991]]**</fs>|<fs 0.8em> [[#compsac1991221|COMPSAC]],[[#issre1991222|ISSRE(2)]],\\ [[#sigsn1991224|SIGSN]],[[#psam1991225|PSAM]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> 5</fs>|
| <fs 0.8em>**[[#year1990|1990]]**</fs>|<fs 0.8em> [[#dasc1990226|DASC]],[[#ftcs1990227|FTCS]],[[#sqr1990228|SQR]],\\ [[#safecomp1990229|SAFECOMP(2)]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> 5</fs>| | <fs 0.8em>**[[#year1990|1990]]**</fs>|<fs 0.8em> [[#dasc1990226|DASC]],[[#ftcs1990227|FTCS]],[[#sqr1990228|SQR]],\\ [[#safecomp1990229|SAFECOMP(2)]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> 5</fs>|
-|<fs 0.8em> **Total** </fs> |<fs 0.8em>101</fs> |<fs 0.8em>98</fs> |<fs 0.8em>57</fs> |<fs 0.8em>119</fs> |<fs 0.8em>374</fs>|+|<fs 0.8em> **Total** </fs> |<fs 0.8em>107</fs> |<fs 0.8em>98</fs> |<fs 0.8em>58</fs> |<fs 0.8em>133</fs> |<fs 0.8em>395</fs>|
===== Top Conferences Counts ===== ===== Top Conferences Counts =====
^ <fs 0.8em>Conference</fs> ^<color black>Counts</color>^<color black>Average Counts*</color>^ ^ <fs 0.8em>Conference</fs> ^<color black>Counts</color>^<color black>Average Counts*</color>^
-| <fs 0.8em>**AAAI**</fs>|<fs 0.8em>10</fs>|<fs 0.8em>2.466</fs>| +| <fs 0.8em>**AAAI**</fs>|<fs 0.8em>13</fs>|<fs 0.8em>3.116</fs>| 
-| <fs 0.8em>**IJCAI**</fs>|<fs 0.8em>8</fs>|<fs 0.8em>2.167</fs>|   +| <fs 0.8em>**IJCAI**</fs>|<fs 0.8em>9</fs>|<fs 0.8em>2.367</fs>|   
-| <fs 0.8em>**CVPR**</fs>|<fs 0.8em>7</fs>|<fs 0.8em>2.417</fs>|+| <fs 0.8em>**CVPR**</fs>|<fs 0.8em>8</fs>|<fs 0.8em>2.667</fs>|
| <fs 0.8em>**ECCV**</fs>|<fs 0.8em>2</fs>|<fs 0.8em>0.5</fs>| | <fs 0.8em>**ECCV**</fs>|<fs 0.8em>2</fs>|<fs 0.8em>0.5</fs>|
| <fs 0.8em>**SIGMM**</fs>|<fs 0.8em>2</fs>|<fs 0.8em>0.75</fs>| | <fs 0.8em>**SIGMM**</fs>|<fs 0.8em>2</fs>|<fs 0.8em>0.75</fs>|
| <fs 0.8em>**ICML**</fs>|<fs 0.8em>7</fs>|<fs 0.8em>1.817</fs>| | <fs 0.8em>**ICML**</fs>|<fs 0.8em>7</fs>|<fs 0.8em>1.817</fs>|
| <fs 0.8em>**KDD**</fs>|<fs 0.8em>2</fs>|<fs 0.8em>0.667</fs>| | <fs 0.8em>**KDD**</fs>|<fs 0.8em>2</fs>|<fs 0.8em>0.667</fs>|
-| <fs 0.8em>**NIPS**</fs>|<fs 0.8em>6</fs>|<fs 0.8em>1.4</fs>| +| <fs 0.8em>**NIPS**</fs>|<fs 0.8em>7</fs>|<fs 0.8em>1.65</fs>| 
-| <fs 0.8em>**EMNLP**</fs>|<fs 0.8em>1</fs>|<fs 0.8em>0.2</fs>|+| <fs 0.8em>**ACL**</fs>|<fs 0.8em>2</fs>|<fs 0.8em>0.42</fs>| 
 +| <fs 0.8em>**EMNLP**</fs>|<fs 0.8em>2</fs>|<fs 0.8em>0.36</fs>| 
 +| <fs 0.8em>**NAACL**</fs>|<fs 0.8em>3</fs>|<fs 0.8em>0.617</fs>|
| <fs 0.8em>**SIGIR**</fs>|<fs 0.8em>6</fs>|<fs 0.8em>1.867</fs>| | <fs 0.8em>**SIGIR**</fs>|<fs 0.8em>6</fs>|<fs 0.8em>1.867</fs>|
| <fs 0.8em>**WWW**</fs>|<fs 0.8em>2</fs>|<fs 0.8em>0.5</fs>| | <fs 0.8em>**WWW**</fs>|<fs 0.8em>2</fs>|<fs 0.8em>0.5</fs>|
| <fs 0.8em>**PLDI**</fs>|<fs 0.8em>1</fs>|<fs 0.8em>0.25</fs>| | <fs 0.8em>**PLDI**</fs>|<fs 0.8em>1</fs>|<fs 0.8em>0.25</fs>|
 +| <fs 0.8em>**ASE**</fs>|<fs 0.8em>1</fs>|<fs 0.8em>0.25</fs>|
| <fs 0.8em>**FSE**</fs>|<fs 0.8em>2</fs>|<fs 0.8em>0.417</fs>| | <fs 0.8em>**FSE**</fs>|<fs 0.8em>2</fs>|<fs 0.8em>0.417</fs>|
| <fs 0.8em>**ICSE**</fs>|<fs 0.8em>3</fs>|<fs 0.8em>0.917</fs>| | <fs 0.8em>**ICSE**</fs>|<fs 0.8em>3</fs>|<fs 0.8em>0.917</fs>|
-^ <fs 0.8em>TOTAL</fs>|<fs 0.8em>59</fs>|<fs 0.8em>16.337</fs>|+^ <fs 0.8em>TOTAL</fs>|<fs 0.8em>72</fs>|<fs 0.8em>19.13</fs>|
*Average Counts means each paper is discounted by the number of authors before adding together. *Average Counts means each paper is discounted by the number of authors before adding together.
===== Conference Papers ===== ===== Conference Papers =====
 +<html><a name='year2019'></a></html>----**2019**----
 +  - <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='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='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>] \\ \\
 +  - <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>] \\ \\
 +  - <html><a name='hxu_dsn19'></a></html> "NV-DNN: Towards Fault-Tolerant DNN Systems with N-Version Programming," Hui, Xu, Zhuangbin Chen, Weibin Wu, Zhi Jin, Sy-Yen Kuo, **M. R. Lyu**, // in Proceedings of the 2nd Workshop on Dependable and Secure Machine Learning (DSN-DSML) 2019//, Portland, USA, June 24 - 27, 2019. \\ {{:conference:hxu_dsn19.pdf|Paper}} [<color black/aqua >SE</color>] \\ \\
 +  - <html><a name='jmzhu_icse19'></a></html> "Tools and Benchmarks for Automated Log Parsing," Jieming Zhu, Shilin He, Jinyang Liu, Pinjia He, Qi Xie, Zibin Zheng, **M.R. Lyu**, //in Proceedings of the ACM/IEEE 41th International Conference on Software Engineering SEIP Companion (ICSE 2019-C)//, Montreal, Canada, May 25-31, 2019. \\ {{:conference:jmzhu_icse19.pdf|Paper}} {{:conference:jmzhu_icse19_slides_new.pdf|Slides}} [<color black/aqua >SE</color>] \\ \\
 +  - <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='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='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>] \\ \\
 +  - <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='wchen_aaai19'></a></html> "Title-Guided Encoding for Keyphrase Generation," Wang Chen, Yifan Gao, Jiani Zhang, 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:wchen_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='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>] \\ \\
 +  - <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='year2018'></a></html>----**2018**---- <html><a name='year2018'></a></html>----**2018**----
 +  - <html><a name='pjhe_ase18'></a></html> "Characterizing the Natural Language Descriptions in Software Logging Statements," Pinjia He, Zhuangbin Chen, Shilin He, **Michael 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='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='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>] \\ \\
 +  - <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='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='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='shenglin_icme18'></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:shenglin_icme18.pdf|Paper}} [<color black/lime >MM</color>] \\ \\   - <html><a name='shenglin_icme18'></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:shenglin_icme18.pdf|Paper}} [<color black/lime >MM</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_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='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_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='cygao_fse18'></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 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='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_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='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>] \\ \\
  - <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='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='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='year2017'></a></html>----**2017**---- <html><a name='year2017'></a></html>----**2017**----
  - <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='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='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='slzhao_sigspatial17'></a></html> "Traffic Prediction Based Power Saving in Cellular Networks:A Machine Learning Method," Sheng Zhang, Shenglin Zhao, Mingxuan Yuan, Jia Zeng, Jianguo Yao, **M. R. Lyu**, Irwin King,// in Proceedings of the 25th ACM International Conference on Advances in Geographic Information Systems   - <html><a name='slzhao_sigspatial17'></a></html> "Traffic Prediction Based Power Saving in Cellular Networks:A Machine Learning Method," Sheng Zhang, Shenglin Zhao, Mingxuan Yuan, Jia Zeng, Jianguo Yao, **M. R. Lyu**, Irwin King,// in Proceedings of the 25th ACM International Conference on Advances in Geographic Information Systems
-(SIGSPATIAL 2017)//, Redondo Beach, California, USA, November 7–10, 2017, accepted. \\ {{:conference:slzhao_sigspatial17.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\+(SIGSPATIAL 2017)//, Redondo Beach, California, USA, November 7–10, no. 29, 2017. \\ {{:conference:slzhao_sigspatial17.pdf|Paper}} [<color black/fuchsia>ML</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_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='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='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>]\\ \\
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  - <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='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_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='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, pp.2859-2866. \\ {{:conference:xtyu_aaai17.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ \\ \\ <html><a name='year2016'></a></html>----**2016**----+  - <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, pp.2859-2866. \\ {{:conference:xtyu_aaai17.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ \\ \\  
 +<html><a name='year2016'></a></html>----**2016**----
  - <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_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='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_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>]\\ \\
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  - <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='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='ycman_issre16'></a></html>"Experience Report: Understanding Cross-Platform App Issues From User Reviews," Yichuan Man, Cuiyun Gao, **Michael R. Lyu**, and Jiuchun Jiang, //in Proceedings of the 27th International Sysposium on Software Reliability Engineering (ISSRE 2016)//, Ottawa, Canada, October 23-27, 2016, pp. 138-149.\\ {{:conference:ycman_issre16.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\   - <html><a name='ycman_issre16'></a></html>"Experience Report: Understanding Cross-Platform App Issues From User Reviews," Yichuan Man, Cuiyun Gao, **Michael R. Lyu**, and Jiuchun Jiang, //in Proceedings of the 27th International Sysposium on Software Reliability Engineering (ISSRE 2016)//, Ottawa, Canada, October 23-27, 2016, pp. 138-149.\\ {{:conference:ycman_issre16.pdf|Paper}} [<color black/yellow>DS</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}} {{:presentation:slhe_issre16.ppt|Presentation}} [<color black/yellow>DS</color>]\\ \\ \\ \\ <html><a name='year2015'></a></html>----**2015**----+  - <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}} {{:presentation:slhe_issre16.ppt|Presentation}} [<color black/yellow>DS</color>]\\ \\ \\ \\  
 +<html><a name='year2015'></a></html>----**2015**----
  - <html><a name='uai2015'></a></html> "Fast Relative-Error Approximation Algorithm for Ridge Regression," Shouyuan Chen, Yang Liu, **M.R. Lyu**, Irwin King, Shengyu Zhang, // in Proceedings of the 31st Conference on Uncertainty in Artificial Intelligence (UAI 2015)//,  Amsterdam, Netherlands, July 12–16, 2015, pp.201-210. \\ {{:conference:hyzhang_ijcai16.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\   - <html><a name='uai2015'></a></html> "Fast Relative-Error Approximation Algorithm for Ridge Regression," Shouyuan Chen, Yang Liu, **M.R. Lyu**, Irwin King, Shengyu Zhang, // in Proceedings of the 31st Conference on Uncertainty in Artificial Intelligence (UAI 2015)//,  Amsterdam, Netherlands, July 12–16, 2015, pp.201-210. \\ {{:conference:hyzhang_ijcai16.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
  - <html><a name='cic2015'></a></html>"Entropy-Based Service Selection with Uncertain QoS for Mobile Cloud Computing," Yue Wang, Zibin Zheng and **Michael R. Lyu**, //in Proceedings of the 2015 IEEE Conference on Collaboration and Internet Computing (CIC 2015)//, Hangzhou, China, Oct. 27-30, 2015, pp. 252-259.\\ {{:conference:cic2015.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\   - <html><a name='cic2015'></a></html>"Entropy-Based Service Selection with Uncertain QoS for Mobile Cloud Computing," Yue Wang, Zibin Zheng and **Michael R. Lyu**, //in Proceedings of the 2015 IEEE Conference on Collaboration and Internet Computing (CIC 2015)//, Hangzhou, China, Oct. 27-30, 2015, pp. 252-259.\\ {{:conference:cic2015.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\
 
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