Conversations on ML Testing 1 (ESEC/FSE 2020 - Research Papers) - ESEC/FSE 2020

Write a Blog >>

Fri 6 - Mon 16 November 2020 Sacramento, California, United States

Who

Fabrice Harel-Canada, Ming Yan, Sakshi Udeshi, Shenao Yan, Yuhao Zhang, Zenan Li, Ziqi Zhang, Hamid Bagheri

Track

ESEC/FSE 2020 Research Papers

Time Zone

The program is currently displayed in (UTC) Coordinated Universal Time.

Use conference time zone: (UTC) Coordinated Universal TimeSelect other time zone

The GMT offsets shown reflect the offsets at the moment of the conference.

Time Band

By setting a time band, the program will dim events that are outside this time window. This is useful for (virtual) conferences with a continuous program (with repeated sessions).
The time band will also limit the events that are included in the personal iCalendar subscription service.

Display full programSpecify a time band

When

Tue 10 Nov 2020 01:45 - 02:00 at Virtual room 1 - ML Testing 1

Fabrice Harel-Canada

University of California at Los Angeles, USA

Ming Yan

Tianjin University, China

Sakshi Udeshi

Singapore University of Technology and Design

Shenao Yan

Rutgers University, USA

Yuhao Zhang

Peking University

China

Zenan Li

Nanjing University, China

Ziqi Zhang

Peking University, China

Hamid BagheriModerator

University of Nebraska-Lincoln, USA

Time Zone

The program is currently displayed in (UTC) Coordinated Universal Time.

Use conference time zone: (UTC) Coordinated Universal TimeSelect other time zone

The GMT offsets shown reflect the offsets at the moment of the conference.

Time Band

By setting a time band, the program will dim events that are outside this time window. This is useful for (virtual) conferences with a continuous program (with repeated sessions).
The time band will also limit the events that are included in the personal iCalendar subscription service.

Display full programSpecify a time band

Session Program

Tue 10 Nov
Times are displayed in time zone: (UTC) Coordinated Universal Time change

	01:30 - 02:00: ML Testing 1Paper Presentations / Research Papers / Journal First at Virtual room 1

	01:30 - 01:32 Talk		Correlations between Deep Neural Network Model Coverage Criteria and Model Quality Research Papers Shenao YanRutgers University, USA, Guanhong TaoPurdue University, USA, Xuwei LiuPurdue University, USA, Juan ZhaiRutgers University, USA, Shiqing MaRutgers University, USA, Lei XuNanjing University, China, Xiangyu ZhangPurdue University DOI
	01:33 - 01:34 Talk		Deep Learning Library Testing via Effective Model GenerationACM SIGSOFT Distinguished Paper Award Research Papers Zan WangTianjin University, China, Ming YanTianjin University, China, Junjie ChenTianjin University, China, Shuang LiuTianjin University, China, Dongdi ZhangTianjin University, China DOI
	01:35 - 01:36 Talk		Detecting Numerical Bugs in Neural Network ArchitecturesACM SIGSOFT Distinguished Paper Award Research Papers Yuhao ZhangPeking University, Luyao RenPeking University, China, Liqian ChenNational University of Defense Technology, China, Yingfei XiongPeking University, Shing-Chi CheungHong Kong University of Science and Technology, China, Tao XiePeking University DOI
	01:37 - 01:38 Talk		Dynamic Slicing for Deep Neural Networks Research Papers Ziqi ZhangPeking University, China, Yuanchun LiMicrosoft Research, China, Yao GuoPeking University, Xiangqun ChenPeking University, Yunxin LiuMicrosoft Research, China DOI
	01:39 - 01:40 Talk		Grammar Based Directed Testing of Machine Learning Systems Journal First Sakshi UdeshiSingapore University of Technology and Design, Sudipta ChattopadhyaySingapore University of Technology and Design
	01:41 - 01:42 Talk		Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks? Research Papers Fabrice Harel-CanadaUniversity of California at Los Angeles, USA, Lingxiao WangUniversity of California at Los Angeles, USA, Muhammad Ali GulzarUniversity of California at Los Angeles, USA, Quanquan GuUniversity of California at Los Angeles, USA, Miryung KimUniversity of California at Los Angeles, USA DOI
	01:43 - 01:44 Talk		Operational Calibration: Debugging Confidence Errors for DNNs in the Field Research Papers Zenan LiNanjing University, China, Xiaoxing MaNanjing University, China, Chang XuNanjing University, China, Jingwei XuNanjing University, China, Chun CaoNanjing University, China, Jian LuNanjing University, China DOI
	01:45 - 02:00 Talk		Conversations on ML Testing 1 Research Papers Fabrice Harel-CanadaUniversity of California at Los Angeles, USA, Ming YanTianjin University, China, Sakshi UdeshiSingapore University of Technology and Design, Shenao YanRutgers University, USA, Yuhao ZhangPeking University, Zenan LiNanjing University, China, Ziqi ZhangPeking University, China, M: Hamid BagheriUniversity of Nebraska-Lincoln, USA