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publications:all_by_year 2019/12/12 15:20 publications:all_by_year 2019/12/12 15:21 current
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===== 2019 ===== ===== 2019 =====
 +  - <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>] \\ \\
  - <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='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>] \\ \\
 
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