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students:phd 2019/10/09 03:13 students:phd 2020/07/03 14:17 current
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=== Conference Paper === === Conference Paper ===
 +  - <html><a name='jli_aaai20'></a></html> "Neuron Interaction Based Representation Composition for Neural Machine Translation," **Jian Li**, Xing Wang, Baosong Yang, Shuming Shi, M. R. Lyu, Zhaopeng Tu, // in Proceedings of the 2020 AAAI Conference on Artificial Intelligence (AAAI 2020)//, New York, USA, February 7 - February 12, 2020. \\ {{:conference:jli_aaai20.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='jli_naacl19'></a></html> "Information Aggregation for Multi-Head Attention with Routing-by-Agreement," **Jian Li**, Baosong Yang, Zi-Yi Dou, Xing Wang, M. R. Lyu, Zhaopeng Tu, // in Proceedings of the 2019 Annual Conference of the North American Capter of the Association for Computational Linguistics (NAACL 2019)//, Minneapolis, USA, June 2 - 7, 2019. \\ {{:conference:jli_naacl19.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
  - <html><a name='jli_emnlp18'></a></html> "Multi-Head Attention with Disagreement Regularization," **Jian Li**, Zhaopeng Tu, Baosong Yang, M.R. Lyu, Tong Zhang, //in Proceedings of the 2018 International Conference on Empirical Methods in Natural Language Processing (EMNLP 2018)//. \\ {{:conference:jli_emnlp18.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\   - <html><a name='jli_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>] \\ \\
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=== Conference Paper === === Conference Paper ===
 +  - <html><a name='slhe_emnlp19'></a></html> "Towards Understanding Neural Machine Translation with Word Importance," **Shilin He**, Zhaopeng Tu, Xing Wang, Longyue Wang, M.R. Lyu, Shuming Shi, //in Proceedings of the 2019 International Conference on Empirical Methods in Natural Language Processing (EMNLP 2019)//. \\ {{:conference:slhe_emnlp19.pdf|Paper}} [<color black/fuchsia>ML</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='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_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>]\\ \\
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=== Conference Paper === === Conference Paper ===
 +  - <html><a name='ppliu_cvpr20'></a></html> "Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching," **Pengpeng Liu**, Irwin King, M. R. Lyu, Jia Xu, // in Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2020)//, Seattle, USA, June 14-19, 2020. \\ {{:conference:ppliu_cvpr20.pdf|Paper}} [<color black/lime >MM</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='ppliu_cvpr19'></a></html> "SelFlow: Self-Supervised Learning of Optical Flow," **Pengpeng Liu**, M. R. Lyu, Irwin King, Jia Xu, // in Proceedings of the 2019 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019)//, Long Beach, USA, June 16-20, 2019. \\ {{:conference:ppliu_cvpr19.pdf|Paper}} [<color black/lime >MM</color>] \\ \\
  - <html><a name='ppliu_aaai19'></a></html> "DDFlow: Learning Optical Flow with Unlabeled Data Distillation," **Pengpeng Liu**, Irwin King, M. R. Lyu, Jia Xu, // in Proceedings of the 2019 AAAI Conference on Artificial Intelligence (AAAI 2019)//, Hawaii, USA, January 27 - February 1, 2019. \\ {{:conference:ppliu_aaai19.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\   - <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>] \\ \\
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=== Conference Paper === === Conference Paper ===
 +  - <html><a name='hlbai_aaai20'></a></html> "Few Shot Network Compression via Cross Distillation," **Haoli Bai**, Jiaxiang Wu, Irwin King, M. R. Lyu, // in Proceedings of the 2020 AAAI Conference on Artificial Intelligence (AAAI 2020)//, New York, USA, February 7 - February 12, 2020. \\ {{:conference:hlbai_aaai20.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>] \\ \\   - <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>] \\ \\
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=== Conference Paper === === Conference Paper ===
 +  - <html><a name='jjli_emnlp19'></a></html> "Improving Question Generation With to the Point Context," **Jingjing Li**, Yifan Gao, Lidong Bing, Irwin King, M.R. Lyu, //in Proceedings of the 2019 International Conference on Empirical Methods in Natural Language Processing (EMNLP 2019)//. \\ {{:conference:jjli_emnlp19.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
===== JIAO, Wenxiang (焦文祥)  ===== ===== JIAO, Wenxiang (焦文祥)  =====
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=== Conference Paper === === Conference Paper ===
 +  - <html><a name='wxjiao_aaai20'></a></html> "Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network," **Wenxiang Jiao**, M. R. Lyu, Irwin King, // in Proceedings of the 2020 AAAI Conference on Artificial Intelligence (AAAI 2020)//, New York, USA, February 7 - February 12, 2020. \\ {{:conference:wxjiao_aaai20.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='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>] \\ \\
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=== Conference Paper === === Conference Paper ===
 +  - <html><a name='wbwu_cvpr20_1'></a></html> "Towards Global Explanations of Convolutional Neural Networks With Concept Attribution," **Weibin Wu**, Yuxin Su, Xixian Chen, Shenglin Zhao, Irwin King, M. R. Lyu, Yu-Wing Tai, // in Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2020) (Oral Presentation)//, Seattle, USA, June 14-19, 2020. \\ {{:conference:wbwu_cvpr20_1.pdf|Paper}} [<color black/lime >MM</color>] \\ \\
 +  - <html><a name='wbwu_cvpr20_2'></a></html> "Boosting the Transferability of Adversarial Samples via Attention," **Weibin Wu**, Yuxin Su, Xixian Chen, Shenglin Zhao, Irwin King, M. R. Lyu, Yu-Wing Tai, // in Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2020)//, Seattle, USA, June 14-19, 2020. \\ {{:conference:wbwu_cvpr20_2.pdf|Paper}} [<color black/lime >MM</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='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>] \\ \\
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=== Thesis: === === Thesis: ===
-"Learning from Unlabeled Data" {{:thesis:thesis_zlxu.pdf|Thesis}} +"Learning from Unlabeled Data" {{:thesis:thesis_zlxu.pdf|Thesis}} {{:presentation:presentation_zlxu.pdf|Presentation}}
=== Journal Paper === === Journal Paper ===
 
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