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ICSE 2022
Sun 8 - Fri 27 May 2022
Wed 11 May 2022 20:05 - 20:10 at ICSE room 1-even hours - Machine Learning with and for SE 7 Chair(s): Lei Ma
Thu 12 May 2022 04:00 - 04:05 at ICSE room 1-even hours - Machine Learning with and for SE 3 Chair(s): Antinisca Di Marco
Wed 25 May 2022 11:15 - 11:20 at Room 301+302 - Papers 6: Machine Learning with and for SE 1 Chair(s): Baishakhi Ray
Wed 25 May 2022 13:30 - 15:00 at Ballroom Gallery - Posters 1

Wed 11 May

Displayed time zone: Eastern Time (US & Canada) change

20:00 - 21:00
Machine Learning with and for SE 7SEIP - Software Engineering in Practice / Technical Track / Journal-First Papers at ICSE room 1-even hours
Chair(s): Lei Ma University of Alberta
20:00
5m
Talk
Journal First: On the Value of Oversampling for Deep Learning in Software Defect Prediction
Journal-First Papers
Rahul Yedida North Carolina State University, Tim Menzies North Carolina State University
Media Attached
20:05
5m
Talk
In-IDE Code Generation from Natural Language: Promise and Challenges
Journal-First Papers
Frank Xu Carnegie Mellon University, Bogdan Vasilescu Carnegie Mellon University, USA, Graham Neubig Carnegie Mellon University
20:10
5m
Talk
Dependency Tracking for Risk Mitigation in Machine Learning (ML) Systems
SEIP - Software Engineering in Practice
Xiwei (Sherry) Xu CSIRO Data61, Chen Wang CSIRO DATA61, Zhen Wang CSIRO Data61, Qinghua Lu CSIRO’s Data61, Liming Zhu CSIRO’s Data61; UNSW
Media Attached
20:15
5m
Talk
Strategies for Reuse and Sharing among Data Scientists in Software Teams
SEIP - Software Engineering in Practice
Will Epperson Carnegie Mellon University, April Wang University of Michigan, Robert DeLine Microsoft Research, Steven M. Drucker Microsoft Research
Pre-print Media Attached
20:20
5m
Talk
A Universal Data Augmentation Approach for Fault Localization
Technical Track
Huan Xie Chongqing University, Yan Lei School of Big Data & Software Engineering, Chongqing University, Meng Yan Chongqing University, Yue Yu College of Computer, National University of Defense Technology, Changsha 410073, China, Xin Xia Huawei Software Engineering Application Technology Lab, Xiaoguang Mao National University of Defense Technology
DOI Pre-print Media Attached
20:25
5m
Talk
Explanation-Guided Fairness Testing through Genetic Algorithm
Technical Track
Ming Fan Xi'an Jiaotong University, Wenying Wei Xi'an Jiaotong University, Wuxia Jin Xi'an Jiaotong University, Zijiang Yang Western Michigan University, Ting Liu Xi'an Jiaotong University
DOI Pre-print

Thu 12 May

Displayed time zone: Eastern Time (US & Canada) change

04:00 - 05:00
Machine Learning with and for SE 3Technical Track / Journal-First Papers / SEIP - Software Engineering in Practice at ICSE room 1-even hours
Chair(s): Antinisca Di Marco University of L'Aquila
04:00
5m
Talk
In-IDE Code Generation from Natural Language: Promise and Challenges
Journal-First Papers
Frank Xu Carnegie Mellon University, Bogdan Vasilescu Carnegie Mellon University, USA, Graham Neubig Carnegie Mellon University
04:05
5m
Talk
Active Learning of Discriminative Subgraph Patterns for API Misuse Detection
Journal-First Papers
Hong Jin Kang Singapore Management University, David Lo Singapore Management University
Pre-print Media Attached File Attached
04:10
5m
Talk
Dependency Tracking for Risk Mitigation in Machine Learning (ML) Systems
SEIP - Software Engineering in Practice
Xiwei (Sherry) Xu CSIRO Data61, Chen Wang CSIRO DATA61, Zhen Wang CSIRO Data61, Qinghua Lu CSIRO’s Data61, Liming Zhu CSIRO’s Data61; UNSW
Media Attached
04:15
5m
Talk
DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs
Technical Track
Jialun Cao Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Meiziniu LI Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Xiao Chen Huazhong University of Science and Technology, Ming Wen Huazhong University of Science and Technology, Yongqiang Tian University of Waterloo, Bo Wu MIT-IBM Watson AI Lab in Cambridge, Shing-Chi Cheung Hong Kong University of Science and Technology
DOI Pre-print Media Attached
04:20
5m
Talk
What Do They Capture? - A Structural Analysis of Pre-Trained Language Models for Source Code
Technical Track
Yao Wan Huazhong University of Science and Technology, Wei Zhao Huazhong University of Science and Technology, Hongyu Zhang University of Newcastle, Yulei Sui University of Technology Sydney, Guandong Xu University of Technology, Sydney, Hai Jin Huazhong University of Science and Technology
Pre-print Media Attached
04:25
5m
Talk
A Universal Data Augmentation Approach for Fault Localization
Technical Track
Huan Xie Chongqing University, Yan Lei School of Big Data & Software Engineering, Chongqing University, Meng Yan Chongqing University, Yue Yu College of Computer, National University of Defense Technology, Changsha 410073, China, Xin Xia Huawei Software Engineering Application Technology Lab, Xiaoguang Mao National University of Defense Technology
DOI Pre-print Media Attached
04:30
5m
Talk
DeepState: Selecting Test Suites to Enhance the Robustness of Recurrent Neural Networks
Technical Track
Zixi Liu Nanjing University, Yang Feng Nanjing University, Yining Yin Nanjing University, China, Zhenyu Chen Nanjing University
DOI Pre-print Media Attached

Wed 25 May

Displayed time zone: Eastern Time (US & Canada) change

11:00 - 12:30
Papers 6: Machine Learning with and for SE 1Technical Track / Journal-First Papers / SEIP - Software Engineering in Practice at Room 301+302
Chair(s): Baishakhi Ray Columbia University
11:00
5m
Talk
Improving Machine Translation Systems via Isotopic Replacement
Technical Track
Zeyu Sun Peking University, Jie M. Zhang King's College London, Yingfei Xiong Peking University, Mark Harman University College London, Mike Papadakis University of Luxembourg, Luxembourg, Lu Zhang Peking University
Pre-print Media Attached
11:05
5m
Talk
Detecting False Alarms from Automatic Static Analysis Tools: How Far are We?Nominated for Distinguished Paper
Technical Track
Hong Jin Kang Singapore Management University, Khai Loong Aw Singapore Management University, David Lo Singapore Management University
DOI Pre-print Media Attached File Attached
11:10
5m
Talk
Active Learning of Discriminative Subgraph Patterns for API Misuse Detection
Journal-First Papers
Hong Jin Kang Singapore Management University, David Lo Singapore Management University
Pre-print Media Attached File Attached
11:15
5m
Talk
In-IDE Code Generation from Natural Language: Promise and Challenges
Journal-First Papers
Frank Xu Carnegie Mellon University, Bogdan Vasilescu Carnegie Mellon University, USA, Graham Neubig Carnegie Mellon University
11:20
5m
Talk
Strategies for Reuse and Sharing among Data Scientists in Software Teams
SEIP - Software Engineering in Practice
Will Epperson Carnegie Mellon University, April Wang University of Michigan, Robert DeLine Microsoft Research, Steven M. Drucker Microsoft Research
Pre-print Media Attached
11:25
5m
Talk
Decomposing Convolutional Neural Networks into Reusable and Replaceable Modules
Technical Track
Rangeet Pan Iowa State University, USA, Hridesh Rajan Iowa State University
Pre-print Media Attached
11:30
5m
Talk
Fairness-aware Configuration of Machine Learning Libraries
Technical Track
Saeid Tizpaz-Niari University of Texas at El Paso, Ashish Kumar , Gang Tan Pennsylvania State University, Ashutosh Trivedi University of Colorado Boulder
DOI Pre-print Media Attached
11:35
5m
Talk
Automated Handling of Anaphoric Ambiguity in Requirements: A Multi-solution Study
Technical Track
Saad Ezzini University of Luxembourg, Sallam Abualhaija University of Luxembourg, Chetan Arora Deakin University, Mehrdad Sabetzadeh University of Ottawa
Pre-print Media Attached
13:30 - 15:00
13:30
90m
Talk
In-IDE Code Generation from Natural Language: Promise and Challenges
Journal-First Papers
Frank Xu Carnegie Mellon University, Bogdan Vasilescu Carnegie Mellon University, USA, Graham Neubig Carnegie Mellon University
13:30
90m
Talk
Strategies for Reuse and Sharing among Data Scientists in Software Teams
SEIP - Software Engineering in Practice
Will Epperson Carnegie Mellon University, April Wang University of Michigan, Robert DeLine Microsoft Research, Steven M. Drucker Microsoft Research
Pre-print Media Attached
13:30
90m
Talk
Debugging with Stack Overflow: Web Search Behavior in Novice and Expert Programmers
SEET - Software Engineering Education and Training
Annie Li University of Michigan, Madeline Endres University of Michigan, Westley Weimer University of Michigan
DOI Pre-print Media Attached
13:30
90m
Talk
Static Stack-Preserving Intra-Procedural Slicing of WebAssembly BinariesBest Artifact Award
Technical Track
Quentin Stiévenart Vrije Universiteit Brussel, David Binkley Loyola University Maryland, Coen De Roover Vrije Universiteit Brussel
DOI Pre-print Media Attached
13:30
90m
Talk
Linear-time Temporal Logic guided Greybox Fuzzing
Technical Track
Ruijie Meng National University of Singapore, Singapore, Zhen Dong Fudan University, China, Jialin Li National University of Singapore, Singapore, Ivan Beschastnikh University of British Columbia, Abhik Roychoudhury National University of Singapore
DOI Pre-print Media Attached
13:30
90m
Talk
Individual differences limit predicting well-being and productivity using software repositories: a longitudinal industrial study
Journal-First Papers
Miikka Kuutila University of Oulu, Mika Mäntylä University of Oulu, Maëlick Claes University of Oulu, Marko Elovainio University of Helsinki, Bram Adams Queen's University, Kingston, Ontario
Link to publication Media Attached
13:30
90m
Talk
The Agile Success Model: A Mixed-methods Study of a Large-scale Agile Transformation
Journal-First Papers
Daniel Russo Department of Computer Science, Aalborg University
Link to publication DOI Pre-print
13:30
90m
Talk
PReach: A Heuristic for Probabilistic Reachability to Identify Hard to Reach Statements
Technical Track
Seemanta Saha University of California Santa Barbara, Mara Downing University of California, Santa Barbara, Tegan Brennan , Tevfik Bultan University of California, Santa Barbara
Pre-print Media Attached
13:30
90m
Talk
Active Learning of Discriminative Subgraph Patterns for API Misuse Detection
Journal-First Papers
Hong Jin Kang Singapore Management University, David Lo Singapore Management University
Pre-print Media Attached File Attached
13:30
90m
Talk
Toward Among-Device AI from On-Device AI with Stream Pipelines
SEIP - Software Engineering in Practice
MyungJoo Ham Samsung Electronics, Sangjung Woo Samsung Electronics, Jaeyun Jung Samsung Electronics, Wook Song Samsung Electronics, Gichan Jang Samsung Electronics, Yongjoo Ahn Samsung Electronics, Hyoungjoo Ahn Samsung Electronics
Pre-print Media Attached
13:30
90m
Talk
Integrating Hackathons into an Online Cybersecurity Course
SEET - Software Engineering Education and Training
Abasi-amefon Obot Affia University of Tartu, Estonia, Alexander Nolte University of Tartu, Raimundas Matulevičius University of Tartu, Estonia
DOI Pre-print Media Attached
13:30
90m
Talk
Verifying Dynamic Trait Objects in Rust
SEIP - Software Engineering in Practice
Alexa VanHattum Cornell University, Daniel Schwartz-Narbonne Amazon, n.n., Nathan Chong Amazon, Adrian Sampson Cornell University
Pre-print Media Attached
13:30
90m
Talk
Automatically Identifying Shared Root Causes of Test Breakages in SAP HANA
SEIP - Software Engineering in Practice
Gabin An KAIST, Juyeon Yoon Korea Advanced Institute of Science and Technology, Jeongju Sohn University of Luxembourg, Jingun Hong SAP Labs, Dongwon Hwang SAP Labs, Shin Yoo KAIST
Pre-print Media Attached
13:30
90m
Talk
Guiding Peer-feedback in Learning Software Design using UML
SEET - Software Engineering Education and Training
Satrio Adi Rukmono Institut Teknologi Bandung, Michel Chaudron Eindhoven University of Technology, The Netherlands
Pre-print Media Attached
13:30
90m
Talk
Fairness-aware Configuration of Machine Learning Libraries
Technical Track
Saeid Tizpaz-Niari University of Texas at El Paso, Ashish Kumar , Gang Tan Pennsylvania State University, Ashutosh Trivedi University of Colorado Boulder
DOI Pre-print Media Attached
13:30
90m
Talk
Using Pre-Trained Models to Boost Code Review Automation
Technical Track
Rosalia Tufano Università della Svizzera Italiana, Simone Masiero Software Institute @ Università della Svizzera Italiana, Antonio Mastropaolo Università della Svizzera italiana, Luca Pascarella Università della Svizzera italiana (USI), Denys Poshyvanyk William and Mary, Gabriele Bavota Software Institute, USI Università della Svizzera italiana
Pre-print Media Attached
13:30
90m
Talk
Automatic Anti-Pattern Detection in Microservice Architectures based on Distributed Tracing
SEIP - Software Engineering in Practice
Tim Hubener ING Bank N.V., Yaping Luo ING; Eindhoven University of Technology, Pieter Vallen ING, Jonck van der Kogel ING Bank N.V., Tom Liefheid ING Bank N.V., Michel Chaudron Eindhoven University of Technology, The Netherlands
Media Attached
13:30
90m
Talk
Retrieving Data Constraint Implementations Using Fine-Grained Code Patterns
Technical Track
Juan Manuel Florez The University of Texas at Dallas, Jonathan Perry The University of Texas at Dallas, Shiyi Wei University of Texas at Dallas, Andrian Marcus University of Texas at Dallas
Pre-print Media Attached
13:30
90m
Talk
Verification of Consistency between Process Models, Object Life Cycles, and Context-dependent Semantic Specifications
Journal-First Papers
Ralph Hoch Institute of Computer Technology, TU Wien, Christoph Luckeneder Vienna University of Technology, Roman Popp TU Wien, Vienna, Austria, Hermann Kaindl Institute of Computer Technology, TU Wien
Link to publication DOI Pre-print Media Attached
13:30
90m
Talk
If a Human Can See It, So Should Your System: Reliability Requirements for Machine Vision Components
Technical Track
Boyue Caroline Hu University of Toronto, Lina Marsso University of Toronto, Krzysztof Czarnecki University of Waterloo, Canada, Rick Salay University of Toronto, Huakun Shen University of Toronto, Marsha Chechik University of Toronto
DOI Pre-print Media Attached
13:30
90m
Talk
Preparing Software Engineers to Develop Robot Systems
SEET - Software Engineering Education and Training
Carl Hildebrandt University of Virginia, Meriel von Stein University of Virginia, Trey Woodlief University of Virginia, Sebastian Elbaum University of Virginia
DOI Pre-print Media Attached
13:30
90m
Poster
EUGAIN. The European Network For Gender Balance in Informatics
Technical Track
Valentina Lenarduzzi University of Oulu, Barbora Buhnova Masaryk University, Letizia Jaccheri Norwegian University of Science and Technology
13:30
90m
Talk
Detecting False Alarms from Automatic Static Analysis Tools: How Far are We?Nominated for Distinguished Paper
Technical Track
Hong Jin Kang Singapore Management University, Khai Loong Aw Singapore Management University, David Lo Singapore Management University
DOI Pre-print Media Attached File Attached
13:30
90m
Talk
An Ensemble Approach for Annotating Source Code Identifiers with Part-of-speech Tags
Journal-First Papers
Christian D. Newman Rochester Institute of Technology, Michael J. Decker Bowling Green State University, Reem S. Alsuhaibani Kent State University, Anthony Peruma Rochester Institute of Technology, Mohamed Wiem Mkaouer Rochester Institute of Technology, Satyajit Mohapatra Rochester Institute of Technology, Tejal Vishnoi Rochester Institute of Technology, Marcos Zampieri Rochester Institute of Technology, Timothy Sheldon BNY Mellon, Emily Hill Drew University
Link to publication DOI Pre-print Media Attached
13:30
90m
Talk
Counterfactual Explanations for Models of Code
SEIP - Software Engineering in Practice
Jürgen Cito TU Wien and Meta, Işil Dillig University of Texas at Austin, Vijayaraghavan Murali Meta Platforms, Inc., Satish Chandra Facebook
Pre-print Media Attached
13:30
90m
Talk
Nalin: Learning from Runtime Behavior to Find Name-Value Inconsistencies
Technical Track
Jibesh Patra University of Stuttgart, Michael Pradel University of Stuttgart
Pre-print Media Attached
13:30
90m
Talk
Learning to Find Usages of Library Functions in Optimized Binaries
Journal-First Papers
Toufique Ahmed University of California at Davis, Prem Devanbu Department of Computer Science, University of California, Davis, Anand Ashok Sawant University of California, Davis
Link to publication DOI Pre-print Media Attached
13:30
90m
Talk
DeepStability: A Study of Unstable Numerical Methods and Their Solutions in Deep Learning
Technical Track
Eliska Kloberdanz Iowa State University, Kyle Kloberdanz Cape Privacy, Wei Le Iowa State University
Pre-print Media Attached
13:30
90m
Talk
Fuzzing Class Specifications
Technical Track
Facundo Molina University of Rio Cuarto and CONICET, Argentina, Marcelo d'Amorim Federal University of Pernambuco, Nazareno Aguirre University of Rio Cuarto and CONICET, Argentina
Pre-print Media Attached
13:30
90m
Talk
Journal First Submission of the Article: What do class comments tell us? An investigation of comment evolution and practices in Pharo Smalltalk
Journal-First Papers
Pooja Rani University of bern, Sebastiano Panichella Zurich University of Applied Sciences, Manuel Leuenberger Software Composition Group, University of Bern, Switzerland, Mohammad Ghafari School of Computer Science, University of Auckland, Oscar Nierstrasz University of Bern, Switzerland
Link to publication DOI Authorizer link Media Attached

Information for Participants
Wed 11 May 2022 20:00 - 21:00 at ICSE room 1-even hours - Machine Learning with and for SE 7 Chair(s): Lei Ma
Info for room ICSE room 1-even hours:

Click here to go to the room on Midspace

Thu 12 May 2022 04:00 - 05:00 at ICSE room 1-even hours - Machine Learning with and for SE 3 Chair(s): Antinisca Di Marco
Info for room ICSE room 1-even hours:

Click here to go to the room on Midspace