Unveiling the Mystery of API Evolution in Deep Learning Frameworks -- A Case Study of Tensorflow 2 (ICSE 2021 - SEIP - Software Engineering in Practice)

Who

Zejun Zhang, Yanming Yang, Xin Xia, David Lo, Xiaoxue Ren, John Grundy

Track

ICSE 2021 SEIP - Software Engineering in Practice

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When

Thu 27 May 2021 15:05 - 15:25 at Blended Sessions Room 2 - 3.3.2. API: Development Chair(s): Carolyn Seaman
Fri 28 May 2021 03:05 - 03:25 at Blended Sessions Room 2 - 3.3.2. API: Development

Link to Preprint

https://xin-xia.github.io/publication/icse215.pdf

Zejun Zhang

Zhejiang University

China

Yanming Yang

Monash University

Australia

Xin Xia

Huawei Software Engineering Application Technology Lab

China

David Lo

Singapore Management University

Singapore

Xiaoxue Ren

Zhejiang University

China

John Grundy

Monash University

Australia

Unveiling the Mystery of API Evolution in Deep Learning Frameworks -- A Case Study of Tensorflow 2

Time Zone

The program is currently displayed in (GMT+02:00) Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna.

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

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Session Program

Thu 27 May
Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

15:05 - 16:05	3.3.2. API: Development Technical Track / SEIP - Software Engineering in Practice at Blended Sessions Room 2 +12h Chair(s): Carolyn Seaman University of Maryland Baltimore County

15:05 20m Paper		Unveiling the Mystery of API Evolution in Deep Learning Frameworks -- A Case Study of Tensorflow 2SEIP SEIP - Software Engineering in Practice Zejun Zhang Zhejiang University, Yanming Yang Monash University, Xin Xia Huawei Software Engineering Application Technology Lab, David Lo Singapore Management University, Xiaoxue Ren Zhejiang University, John Grundy Monash University Pre-print Media Attached
15:25 20m Paper		Domain-Specific Fixes for Flaky Tests with Wrong Assumptions on Underdetermined SpecificationsTechnical Track Technical Track Peilun Zhang University of Illinois at Urbana-Champaign, Yanjie Jiang Beijing Institute of Technology, Anjiang Wei Peking University, Victoria Stodden University of Illinois at Urbana-Champaign, Darko Marinov University of Illinois at Urbana-Champaign, August Shi The University of Texas at Austin Pre-print Media Attached
15:45 20m Paper		Studying Test Annotation Maintenance in the WildTechnical Track Technical Track Dong Jae Kim Concordia University, Nikolaos Tsantalis Concordia University, Tse-Hsun (Peter) Chen Concordia University, Jinqiu Yang Concordia University Link to publication Pre-print Media Attached

Fri 28 May
Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

03:05 - 04:05	3.3.2. API: Development SEIP - Software Engineering in Practice / Technical Track at Blended Sessions Room 2

03:05 20m Paper		Unveiling the Mystery of API Evolution in Deep Learning Frameworks -- A Case Study of Tensorflow 2SEIP SEIP - Software Engineering in Practice Zejun Zhang Zhejiang University, Yanming Yang Monash University, Xin Xia Huawei Software Engineering Application Technology Lab, David Lo Singapore Management University, Xiaoxue Ren Zhejiang University, John Grundy Monash University Pre-print Media Attached
03:25 20m Paper		Domain-Specific Fixes for Flaky Tests with Wrong Assumptions on Underdetermined SpecificationsTechnical Track Technical Track Peilun Zhang University of Illinois at Urbana-Champaign, Yanjie Jiang Beijing Institute of Technology, Anjiang Wei Peking University, Victoria Stodden University of Illinois at Urbana-Champaign, Darko Marinov University of Illinois at Urbana-Champaign, August Shi The University of Texas at Austin Pre-print Media Attached
03:45 20m Paper		Studying Test Annotation Maintenance in the WildTechnical Track Technical Track Dong Jae Kim Concordia University, Nikolaos Tsantalis Concordia University, Tse-Hsun (Peter) Chen Concordia University, Jinqiu Yang Concordia University Link to publication Pre-print Media Attached