mlsanityData to 14 Oct 2026

A Retrospective on ICSE 2022

arXiv 2207.12578 ↗First posted 26 Jul 2022cs.SE cs.HC cs.LGcited by 0

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Abstract (arXiv)

The 44th International Conference on Software Engineering (ICSE 2022) was held in person from May 22 to May 27, 2022 in Pittsburgh, PA, USA. Here, we summarize themes of research and the direction of research in the field of software engineering and testing that we observed at the conference.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 21 of its 38 references that are in the map. First posted on arXiv 26 Jul 2022.

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21 of 38 references.

References · 21

  1. 2022Natural Attack for Pre-trained Models of Codecited by 75
  2. 2021Neural Program Repair with Execution-based Backpropagationcited by 50
  3. 2022Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Sourcecited by 28
  4. 2022Fairness-aware Configuration of Machine Learning Librariescited by 28
  5. 2021Counterfactual Explanations for Models of Codecited by 25
  6. 2021Trust Enhancement Issues in Program Repaircited by 22
  7. 2022DEAR: A Novel Deep Learning-based Approach for Automated Program Repaircited by 22
  8. 2021DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programscited by 19
  9. 2021VarCLR: Variable Semantic Representation Pre-training via Contrastive Learningcited by 11
  10. 2022DeepStability: A Study of Unstable Numerical Methods and Their Solutions in Deep Learningcited by 11
  11. 2022If a Human Can See It, So Should Your System: Reliability Requirements for Machine Vision Componentscited by 11
  12. 2021Nalin: Learning from Runtime Behavior to Find Name-Value Inconsistencies in Jupyter Notebookscited by 6
9 more
  1. 2020Understanding and Improving Artifact Sharing in Software Engineering Researchcited by 4
  2. 2020Including Everyone, Everywhere: Understanding Opportunities and Challenges of Geographic Gender-Inclusion in OSScited by 4
  3. 2022Active Learning of Discriminative Subgraph Patterns for API Misuse Detectioncited by 3
  4. 2022Worldwide Gender Differences in Public Code Contributionscited by 2
  5. 2022Attracting and Retaining OSS Contributors with a Maintainer Dashboardcited by 2
  6. 2022A Grounded Theory of Coordination in Remote-First and Hybrid Software Teamscited by 2
  7. 2022Towards Mining OSS Skills from GitHub Activitycited by 2
  8. 2022Integrating Hackathons into an Online Cybersecurity Coursecited by 1
  9. 2022Repairing Brain-Computer Interfaces with Fault-Based Data Acquisitioncited by 1

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