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publications:all_by_year 2019/12/12 15:21 publications:all_by_year 2020/07/10 02:07 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>**2019**</fs>|<fs 0.8em>12</fs>|<fs 0.8em>2.50</fs>|+| <fs 0.8em>**2020**</fs>|<fs 0.8em>8</fs>|<fs 0.8em>1.554</fs>| 
 +| <fs 0.8em>**2019**</fs>|<fs 0.8em>14</fs>|<fs 0.8em>2.86</fs>|
| <fs 0.8em>**2018**</fs>|<fs 0.8em>7</fs>|<fs 0.8em>1.577</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>|
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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>73</fs>|<fs 0.8em>19.50</fs>|+^ <fs 0.8em>TOTAL</fs>|<fs 0.8em>81</fs>|<fs 0.8em>21.13</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.
 +====2020====
 +  - <html><a name='yfgao_acl20'></a></html> "Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading," Yifan Gao, Chien-Sheng Wu, Shafiq Joty, Caiming Xiong, Richard Socher, Irwin King, **M. R. Lyu**, Steven C.H. Hoi, // in Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020)//, Seattle, USA, July 5 - July 10, 2020. \\ {{:conference:yfgao_acl20.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jczeng_acl20'></a></html> "PHOTON: A Robust Cross-Domain Text-to-SQL System," Jichuan Zeng, Xi Victoria Lin, Caiming Xiong, Richard Socher, **M. R. Lyu**, Irwin King, Steven C.H. Hoi, // in Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020)//, Seattle, USA, July 5 - July 10, 2020. \\ {{:conference:jczeng_acl20.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <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='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='ywci_tpds20'></a></html> "Random Priority-Based Thrashing Control for Distributed Shared Memory," Yi-Wei Ci, **M.R. Lyu**, Zhan Zhang, De-Cheng Zuo, and Xiao-Zong Yang, //IEEE Transactions on Parallel and Distributed systems. (TPDS)//, vol.31, no.3, 2020, pp.663-674. \\ {{:journal:ywci_tpds20.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\
 +  - <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='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='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>] \\ \\
===== 2019 ===== ===== 2019 =====
 +  - <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='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>] \\ \\
  - <html><a name='jyliu_ase19'></a></html> "Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression," Jingyang Liu, Jieming Zhu, Shilin He, Pinjia He, Zibin Zheng, **M.R. Lyu**, //in Proceedings of the ACM/IEEE International Conference on Automated Software Engineering (ASE 2019)//, San Diego, California, USA, November 10-15, 2019. \\ {{:paper:jyliu_ase19.pdf|Paper}} {{:presentation:jyliu_ase19_presentation.pdf|Slides}} [<color black/aqua >SE</color>] \\ \\   - <html><a name='jyliu_ase19'></a></html> "Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression," Jingyang Liu, Jieming Zhu, Shilin He, Pinjia He, Zibin Zheng, **M.R. Lyu**, //in Proceedings of the ACM/IEEE International Conference on Automated Software Engineering (ASE 2019)//, San Diego, California, USA, November 10-15, 2019. \\ {{:paper:jyliu_ase19.pdf|Paper}} {{:presentation:jyliu_ase19_presentation.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>] \\ \\   - <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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  - <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='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_final.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 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_final.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='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='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>] \\ \\
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  - <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_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='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='hxu_tdsc18'></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 2018 for publication. \\ {{:journal:hxu_tdsc18.pdf|Paper}} [<color black/aqua>SE</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)//, vol.15, no.6, 2018, pp.931-944. \\ {{:journal:pjhe_tdsc18.pdf|Paper}} [<color black/yellow>DS</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)//, 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)//, vol.15, no.4, 2018, pp.675-693. \\ {{:journal:pfchen_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)//, vol.15, no.4, 2018, pp.675-693. \\ {{:journal:pfchen_TDSC18.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\
 
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