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ICSE 2022
Sun 8 - Fri 27 May 2022

In recent years, many software engineering researchers have begun to include artifacts alongside their research papers. Ideally, artifacts, including tools, benchmarks, and data, support the dissemination of ideas, provide evidence for research claims, and serve as a starting point for future research. However, in practice, artifacts suffer from a variety of issues that prevent the realization of their full potential. To help the software engineering community realize the full potential of artifacts, we seek to understand the challenges involved in the creation, sharing, and use of artifacts. To that end, we perform a mixed-methods study including a survey of artifacts in software engineering publications, and an online survey of 153 software engineering researchers. By analyzing the perspectives of artifact creators, users, and reviewers, we identify several high-level challenges that affect the quality of artifacts including mismatched expectations between these groups, and a lack of sufficient reward for both creators and reviewers. Using Diffusion of Innovations (DoI) as an analytical framework, we examine how these challenges relate to one another, and build an understanding of the factors that affect the sharing and success of artifacts. Finally, we make recommendations to improve the quality of artifacts based on our results and existing best practices.

Tue 10 May

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

22:00 - 23:00
22:00
5m
Talk
Understanding and improving artifact sharing in software engineering research
Journal-First Papers
Christopher Steven Timperley Carnegie Mellon University, Lauren Herckis Carnegie Mellon University, Claire Le Goues Carnegie Mellon University, Michael Hilton Carnegie Mellon University, USA
Link to publication DOI Pre-print Media Attached
22:05
5m
Talk
MLSmellHound: A Context-Aware Code Analysis Tool
NIER - New Ideas and Emerging Results
Jai Kannan Deakin University, Scott Barnett Deakin University, Anj Simmons Deakin University, Luís Cruz Deflt University of Technology, Akash Agarwal Deakin University
DOI Pre-print
22:10
5m
Talk
Towards Build Verifiability for Java-based Systems
SEIP - Software Engineering in Practice
Jiawen Xiong Huawei China, Yong Shi Huawei Technologies, Boyuan Chen York University, Filipe Cogo Centre for Software Excellence, Huawei, Canada, Zhen Ming (Jack) Jiang York University
Pre-print Media Attached
22:15
5m
Talk
Semantic Image Fuzzing of AI Perception Systems
Technical Track
Trey Woodlief University of Virginia, Sebastian Elbaum University of Virginia, Kevin Sullivan University of Virginia
DOI Pre-print Media Attached

Thu 12 May

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

13:00 - 14:00
13:00
5m
Talk
Understanding and improving artifact sharing in software engineering research
Journal-First Papers
Christopher Steven Timperley Carnegie Mellon University, Lauren Herckis Carnegie Mellon University, Claire Le Goues Carnegie Mellon University, Michael Hilton Carnegie Mellon University, USA
Link to publication DOI Pre-print Media Attached
13:05
5m
Talk
Towards Build Verifiability for Java-based Systems
SEIP - Software Engineering in Practice
Jiawen Xiong Huawei China, Yong Shi Huawei Technologies, Boyuan Chen York University, Filipe Cogo Centre for Software Excellence, Huawei, Canada, Zhen Ming (Jack) Jiang York University
Pre-print Media Attached
13:10
5m
Talk
Challenges in Applying Continuous Experimentation: A Practitioners’ Perspective
SEIP - Software Engineering in Practice
Kevin Anderson Delft University of Technology, Denise Visser bol.com, Jan-Willem Mannen ING, Yuxiang Jiang Delft University of Technology, Arie van Deursen Delft University of Technology, Netherlands
DOI Pre-print
13:15
5m
Talk
When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward
SEIP - Software Engineering in Practice
Jiayang Song University of Alberta, Deyun Lyu Kyushu university, Zhenya Zhang Nanyang Technological University, Zhijie Wang University of Alberta, Tianyi Zhang Purdue University, Lei Ma University of Alberta
DOI Pre-print Media Attached
13:20
5m
Talk
Dozer: Migrating Shell Commands to Ansible Modules via Execution Profiling and Synthesis
SEIP - Software Engineering in Practice
Eric Horton North Carolina State University, Chris Parnin North Carolina State University
Pre-print Media Attached
13:25
5m
Talk
ARCLIN: Automated API Mention Resolution for Unformatted Texts
Technical Track
Yintong Huo The Chinese University of Hong Kong, Yuxin Su Sun Yat-sen University, Hongming Zhang The Hong Kong University of Science and Technology, Michael Lyu The Chinese University of Hong Kong
DOI Pre-print Media Attached

Fri 27 May

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

09:00 - 10:30
Papers 18: Recommender Systems, tools and environmentsTechnical Track / Journal-First Papers / NIER - New Ideas and Emerging Results / SEIP - Software Engineering in Practice at Room 306+307
Chair(s): Christian Bird Microsoft Research
09:00
5m
Talk
Predicting the Objective and Priority of Issue Reports in Software Repositories
Journal-First Papers
Maliheh Izadi Sharif University of Technology, Kiana Akbari Sharif University of technology, Abbas Heydarnoori Sharif University of Technology
Link to publication DOI Pre-print Media Attached
09:05
5m
Talk
Using Deep Learning to Generate Complete Log Statements
Technical Track
Antonio Mastropaolo Università della Svizzera italiana, Luca Pascarella Università della Svizzera italiana (USI), Gabriele Bavota Software Institute, USI Università della Svizzera italiana
Pre-print Media Attached
09:10
5m
Talk
Better Modeling the Programming World with Code Concept Graphs-augmented Multi-modal Learning
NIER - New Ideas and Emerging Results
Martin Weyssow DIRO, Université de Montréal, Houari Sahraoui Université de Montréal, Bang Liu DIRO & Mila, Université de Montréal
Pre-print Media Attached
09:15
5m
Talk
"Project smells" — Experiences in Analysing the Software Quality of ML Projects with mllint
SEIP - Software Engineering in Practice
Bart van Oort Delft University of Technology, Luís Cruz Deflt University of Technology, Babak Loni ING Bank N.V., Arie van Deursen Delft University of Technology, Netherlands
Pre-print Media Attached
09:20
5m
Talk
Discovering Repetitive Code Changes in Python ML Systems
Technical Track
Malinda Dilhara University of Colorado Boulder, USA, Ameya Ketkar Oregon State University, USA, Nikhith Sannidhi University of Colorado Boulder, Danny Dig University of Colorado Boulder, USA
DOI Pre-print Media Attached
09:25
5m
Talk
FlakiMe: Laboratory-Controlled Test Flakiness Impact Assessment
Technical Track
Maxime Cordy University of Luxembourg, Luxembourg, Renaud Rwemalika University of Luxembourg, Adriano Franci University of Luxembourg, Mike Papadakis University of Luxembourg, Luxembourg, Mark Harman University College London
Pre-print Media Attached
09:30
5m
Talk
Semantic Image Fuzzing of AI Perception Systems
Technical Track
Trey Woodlief University of Virginia, Sebastian Elbaum University of Virginia, Kevin Sullivan University of Virginia
DOI Pre-print Media Attached
09:35
5m
Talk
Understanding and improving artifact sharing in software engineering research
Journal-First Papers
Christopher Steven Timperley Carnegie Mellon University, Lauren Herckis Carnegie Mellon University, Claire Le Goues Carnegie Mellon University, Michael Hilton Carnegie Mellon University, USA
Link to publication DOI Pre-print Media Attached
09:40
5m
Talk
ARCLIN: Automated API Mention Resolution for Unformatted Texts
Technical Track
Yintong Huo The Chinese University of Hong Kong, Yuxin Su Sun Yat-sen University, Hongming Zhang The Hong Kong University of Science and Technology, Michael Lyu The Chinese University of Hong Kong
DOI Pre-print Media Attached

Information for Participants
Tue 10 May 2022 22:00 - 23:00 at ICSE room 3-even hours - Tools and Environments 3 Chair(s): Anthony I. (Tony) Wasserman
Info for room ICSE room 3-even hours:

Click here to go to the room on Midspace

Thu 12 May 2022 13:00 - 14:00 at ICSE room 2-odd hours - Tools and Environments 6 Chair(s): Domenico Bianculli
Info for room ICSE room 2-odd hours:

Click here to go to the room on Midspace