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Foutse Khomh — most-cited papers & profile · AI for Code
← authors
·
overview
Foutse Khomh
56
papers ·
349
citations ·
47
h-index
Mila - Quebec Artificial Intelligence Institute · Polytechnique Montréal
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Most-cited papers
GitHub Copilot AI pair programmer: Asset or Liability?
2022 · 40 citations
Faults in Deep Reinforcement Learning Programs: A Taxonomy and A Detection Approach
2021 · 38 citations
Automatic Fault Detection for Deep Learning Programs Using Graph Transformations
2021 · 28 citations
An Empirical Study of Challenges in Converting Deep Learning Models
2022 · 26 citations
Testing Feedforward Neural Networks Training Programs
2022 · 16 citations
PathOCL: Path-Based Prompt Augmentation for OCL Generation with GPT-4
2024 · 7 citations
Trained Without My Consent: Detecting Code Inclusion In Language Models Trained on Code
2024 · 4 citations
Chain of Targeted Verification Questions to Improve the Reliability of Code Generated by LLMs
2024 · 4 citations
Effective Test Generation Using Pre-trained Large Language Models and Mutation Testing
2023 · 3 citations
Bugs in Large Language Models Generated Code: An Empirical Study
2024 · 2 citations
Towards Optimizing SQL Generation via LLM Routing
2024 · 2 citations
Leveraging Data Characteristics for Bug Localization in Deep Learning Programs
2024 · 2 citations
RefAgent: A Multi-agent LLM-based Framework for Automatic Software Refactoring
2025 · 1 citations
A Taxonomy of Inefficiencies in LLM-Generated Python Code
2025 · 1 citations
Bugs in Machine Learning-based Systems: A Faultload Benchmark
2022 · 1 citations
Top co-authors
Amin Nikanjam
· 12
Vahid Majdinasab
· 6
Arghavan Moradi Dakhel
· 4
Amjed Tahir
· 3
Florian Tambon
· 3
Houssem Ben Braiek
· 3
Michel C. Desmarais
· 3
Mohammad Mehdi Morovati
· 3
Zhen Ming (Jack) Jiang
· 3
Giuliano Antoniol
· 2
Leuson Da Silva
· 2
Mehil B Shah
· 2
Topics
Software Engineering
Code Generation
Code Models
Bug Detection
Program Repair
Testing
Code Understanding
Survey Paper
Code Translation