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publications:all_by_year 2018/07/04 16:17 publications:all_by_year 2019/05/30 10:52 current
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^ <fs 0.8em>Year</fs> ^<color black>Counts</color>^<color black>Average Counts*</color>^ ^ <fs 0.8em>Year</fs> ^<color black>Counts</color>^<color black>Average Counts*</color>^
-| <fs 0.8em>**2018**</fs>|<fs 0.8em>4</fs>|<fs 0.8em>0.917</fs>|+| <fs 0.8em>**2019**</fs>|<fs 0.8em>7</fs>|<fs 0.8em>1.517</fs>| 
 +| <fs 0.8em>**2018**</fs>|<fs 0.8em>7</fs>|<fs 0.8em>1.577</fs>|
| <fs 0.8em>**2017**</fs>|<fs 0.8em>3</fs>|<fs 0.8em>1.0</fs>| | <fs 0.8em>**2017**</fs>|<fs 0.8em>3</fs>|<fs 0.8em>1.0</fs>|
| <fs 0.8em>**2016**</fs>|<fs 0.8em>3</fs>|<fs 0.8em>0.7</fs>| | <fs 0.8em>**2016**</fs>|<fs 0.8em>3</fs>|<fs 0.8em>0.7</fs>|
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| <fs 0.8em>**2005**</fs>|<fs 0.8em>1</fs>|<fs 0.8em>0.5</fs>| | <fs 0.8em>**2005**</fs>|<fs 0.8em>1</fs>|<fs 0.8em>0.5</fs>|
| <fs 0.8em>**2004**</fs>|<fs 0.8em>3</fs>|<fs 0.8em>1.0</fs>| | <fs 0.8em>**2004**</fs>|<fs 0.8em>3</fs>|<fs 0.8em>1.0</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>69</fs>|<fs 0.8em>18.514</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.
 +
 +===== 2019 =====
 +  - <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.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='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>]\\ \\
 +  - <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>]\\ \\
 +  - <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>] \\ \\
===== 2018 ===== ===== 2018 =====
-  - <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)//, accepted, 2018. \\ {{:journal:hyzhang_snam18.pdf|Paper}} [<color black/fuchsia>ML</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='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='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='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>]\\ \\ 
 +  - <html><a name='tdsc2016'></a></html> "ARF-Predictor: Effective Prediction of Aging-Related Failure Using Entropy," Pengfei Chen, Yong Qi, Xinyi Li, Di Hou and **M.R. Lyu**, //IEEE Transactions on Dependable and Secure Computing (TDSC)//, (accepted in 2016), vol.15, no.4, 2018, pp.675-693. \\ {{:journal:pfchen_TDSC18.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
 +  - <html><a name='jwzhou_tsc18'></a></html> "A Data Set for User Request Trace-Oriented Monitoring and its Applications," Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng, and **M.R. Lyu**, // IEEE Transactions on Services Computing. (TSC)//, vol.11, no.4, 2018, pp.699-712. \\ {{:journal:jwzhou_tsc18.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
 +  - <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='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>]\\ \\
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===== 2017 ===== ===== 2017 =====
-  - <html><a name='pjhe_tdsc17'></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, 2017. \\ {{:journal:pjhe_tdsc17.pdf|Paper}} [<color black/yellow>DS</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='ghtao_tr17'></a></html> "MalPat: Mining Patterns of Malicious and Benign Android Apps via Permission-Related APIs," Guanhong Tao, Zibin Zheng, Ziying Guo, and **M.R. Lyu**, //IEEE Transactions on Reliability. (TR)//, accepted, 2017. \\ {{:journal:ghtao_tr17ac.pdf|Paper}} [<color black/aqua>SE</color>]\\ \\   - <html><a name='ghtao_tr17'></a></html> "MalPat: Mining Patterns of Malicious and Benign Android Apps via Permission-Related APIs," Guanhong Tao, Zibin Zheng, Ziying Guo, and **M.R. Lyu**, //IEEE Transactions on Reliability. (TR)//, accepted, 2017. \\ {{:journal:ghtao_tr17ac.pdf|Paper}} [<color black/aqua>SE</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>]\\ \\
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  - <html><a name='hxu_sp16'></a></html> "Assessing the Security Properties of Software Obfuscation," Hui Xu, and **Michael R. Lyu**, // IEEE Security & Privacy Magazine (SP)//, vol.14, issue.5, 2016, pp.80-83.\\ {{:journal:hxu_sp16.pdf|Paper}} [<color black/aqua>SE</color>]\\ \\   - <html><a name='hxu_sp16'></a></html> "Assessing the Security Properties of Software Obfuscation," Hui Xu, and **Michael R. Lyu**, // IEEE Security & Privacy Magazine (SP)//, vol.14, issue.5, 2016, pp.80-83.\\ {{:journal:hxu_sp16.pdf|Paper}} [<color black/aqua>SE</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_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='tdsc2016'></a></html> "ARF-Predictor: Effective Prediction of Aging-Related Failure Using Entropy," Pengfei Chen, Yong Qi, Xinyi Li, Di Hou and **M.R. Lyu**, //IEEE Transactions on Dependable and Secure Computing (TDSC)//, accepted. \\ {{:journal:pfchen_TDSC16.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
  - <html><a name='tr2016'></a></html> "Web Service Personalized Quality-of-Service Prediction via Reputation-based Matrix Factorization," Jianlong Xu, Zibin Zheng, and **M.R. Lyu**, //IEEE Transactions on Reliability (TR)//, vol.65, no.1, 2016, pp.28-37. \\ {{:journal:jianlong_TR2015.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\   - <html><a name='tr2016'></a></html> "Web Service Personalized Quality-of-Service Prediction via Reputation-based Matrix Factorization," Jianlong Xu, Zibin Zheng, and **M.R. Lyu**, //IEEE Transactions on Reliability (TR)//, vol.65, no.1, 2016, pp.28-37. \\ {{:journal:jianlong_TR2015.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\
  - <html><a name='tcc2016'></a></html> "On Cloud Service Reliability Enhancement with Optimal Resource Usage," Ao Zhou, Shangguang Wang, Zibin Zheng, Ching-Hsien Hsu, **M.R. Lyu**, and Fangchun Yang, //IEEE Transactions on Cloud Computing (TCC)//, vol.4, no.4, 2016, pp.452-466. \\ {{:journal:aozhou_tcc.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\   - <html><a name='tcc2016'></a></html> "On Cloud Service Reliability Enhancement with Optimal Resource Usage," Ao Zhou, Shangguang Wang, Zibin Zheng, Ching-Hsien Hsu, **M.R. Lyu**, and Fangchun Yang, //IEEE Transactions on Cloud Computing (TCC)//, vol.4, no.4, 2016, pp.452-466. \\ {{:journal:aozhou_tcc.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\
 
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