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students:phd 2018/06/11 16:54 students:phd 2018/08/03 16:48 current
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=== 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_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_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>]\\ \\
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=== Conference Paper === === Conference Paper ===
 +  - <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_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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=== Conference Paper === === Conference Paper ===
 +  - <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_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_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_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>] \\ \\
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=== Conference Paper === === Conference Paper ===
 +  - <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='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>] \\ \\
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=== Conference Paper === === Conference Paper ===
-  - <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>]\\ \\+  - <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)    ===== ===== LIU, Pengpeng (刘鹏鹏)    =====
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=== Journal Paper === === Journal Paper ===
 +  - <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>]\\ \\
=== Conference Paper === === Conference Paper ===
  - <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_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>]\\ \\
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=== 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_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_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>] \\ \\
 
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