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Khomh, Foutse

  1. GitHub Copilot AI pair programmer: Asset or Liability?
    2022/06/30 by Arghavan Moradi Dakhel, Dakhel, Arghavan Moradi, Vahid Majdinasab +11 · 37 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software Testing and Debugging Techniques
  2. Effective Test Generation Using Pre-trained Large Language Models and Mutation Testing
    2023/08/31 by Dakhel, Arghavan Moradi, Nikanjam, Amin, Majdinasab, Vahid +2 · 24 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  3. Bugs in Large Language Models Generated Code: An Empirical Study
    2024/03/13 by Florian Tambon, Tambon, Florian, Arghavan Moradi Dakhel +9 · 24 citations
    Computer Science · #Advanced Malware Detection Techniques #Software Testing and Debugging Techniques
  4. Silent Bugs in Deep Learning Frameworks: An Empirical Study of Keras and TensorFlow
    2021/12/26 by Florian Tambon, Amin Nikanjam, Tambon, Florian +7 · 10 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Software Engineering Research #Machine Learning and Data Classification
  5. Introducing v0.5 of the AI Safety Benchmark from MLCommons
    2024/04/18 by Bertie Vidgen, Vidgen, Bertie, Adarsh Agrawal +202 · 2 voices · 12 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  6. Assessing the Security of GitHub Copilot Generated Code -- A Targeted Replication Study
    2023/11/18 by Vahid Majdinasab, Michael Joshua Bishop, Majdinasab, Vahid +9 · 10 citations
    Computer Science · Decision Sciences · #Software Engineering Research #Scientific Computing and Data Management
  7. On Codex Prompt Engineering for OCL Generation: An Empirical Study
    2023/03/28 by Seif Abukhalaf, Mohammad Hamdaqa, Abukhalaf, Seif +3 · 8 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research
  8. An Empirical Study on Bugs Inside PyTorch: A Replication Study
    2023/07/25 by Sharon Chee Yin Ho, Ho, Sharon Chee Yin, Vahid Majdinasab +14 · 1 voice · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #cs.AI #cs.SE
  9. Bugs in Machine Learning-based Systems: A Faultload Benchmark
    2022/06/24 by Mohammad Mehdi Morovati, Morovati, Mohammad Mehdi, Amin Nikanjam +7 · 7 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Radiation Effects in Electronics #Software Engineering (cs.SE)
  10. MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
    2025/03/13 by Weihao Xuan, Rui Yang, Xuan, Weihao +61 · 21 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
  11. On Testing Machine Learning Programs
    2018/12/05 by Braiek, Houssem Ben, Khomh, Foutse · 4 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  12. Understanding Quantum Software Engineering Challenges An Empirical Study on Stack Exchange Forums and GitHub Issues
    2022/05/06 by Mohamed Raed El aoun, Heng Li, aoun, Mohamed Raed El +5 · 5 citations
    Computer Science · Decision Sciences · #Cloud Computing and Resource Management #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research
  13. Deep Learning Model Reuse in the HuggingFace Community: Challenges, Benefit and Trends
    2024/01/24 by Mina Taraghi, Gianolli Dorcelus, Taraghi, Mina +7 · 6 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Software System Performance and Reliability #Model-Driven Software Engineering Techniques
  14. An Empirical Study of C++ Vulnerabilities in Crowd-Sourced Code Examples
    2019/10/03 by Verdi, Morteza, Sami, Ashkan, Akhondali, Jafar +3 · 3 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  15. Threat Assessment in Machine Learning based Systems
    2022/06/30 by Lionel Nganyewou Tidjon, Foutse Khomh, Tidjon, Lionel Nganyewou +1 · 4 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research
  16. Faults in Deep Reinforcement Learning Programs: A Taxonomy and A Detection Approach
    2021/01/01 by Amin Nikanjam, Nikanjam, Amin, Mohammad Mehdi Morovati +5 · 3 citations
    Computer Science · #Advanced Software Engineering Methodologies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Open Source Software Innovations #Software Engineering (cs.SE) #Software Engineering Research
  17. Automatic Fault Detection for Deep Learning Programs Using Graph Transformations
    2021/05/17 by Nikanjam, Amin, Braiek, Houssem Ben, Morovati, Mohammad Mehdi +1 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  18. Machine Learning Robustness: A Primer
    2024/04/01 by Houssem Ben Braiek, Braiek, Houssem Ben, Foutse Khomh +1 · 5 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  19. Stack Overflow: A Code Laundering Platform?
    2017/03/11 by Le An, Ons Mlouki, An, Le +5 · 2 citations
    Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Software Engineering (cs.SE) #Software Engineering Research
  20. AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons
    2025/02/19 by Shaona Ghosh, Ghosh, Shaona, Heather Frase +200 · 1 voice · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.AI #cs.CY
  21. Chain of Targeted Verification Questions to Improve the Reliability of Code Generated by LLMs
    2024/05/22 by Sylvain Kouemo Ngassom, Arghavan Moradi Dakhel, Ngassom, Sylvain Kouemo +5 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
  22. An Empirical Study of Self-Admitted Technical Debt in Machine Learning Software
    2023/11/20 by Aaditya Bhatia, Bhatia, Aaditya, Foutse Khomh +5 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research
  23. Data Cleaning and Machine Learning: A Systematic Literature Review
    2023/10/03 by Côté, Pierre-Olivier, Nikanjam, Amin, Ahmed, Nafisa +2 · 3 citations
    #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. Towards Enhancing the Reproducibility of Deep Learning Bugs: An Empirical Study
    2024/01/05 by Shah, Mehil B., Rahman, Mohammad Masudur, Khomh, Foutse · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  25. Testing Feedforward Neural Networks Training Programs
    2022/04/01 by Houssem Ben Braiek, Foutse Khomh, Braiek, Houssem Ben +1 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Software Testing and Debugging Techniques #Software System Performance and Reliability
  26. A Comparison of Reinforcement Learning Frameworks for Software Testing Tasks
    2022/08/25 by Paulina Stevia Nouwou Mindom, Amin Nikanjam, Mindom, Paulina Stevia Nouwou +3 · 2 citations
    Computer Science · #Software Testing and Debugging Techniques #Software Engineering Research #Advanced Malware Detection Techniques
  27. Bug Characteristics in Quantum Software Ecosystem
    2022/04/25 by Mohamed Raed El aoun, aoun, Mohamed Raed El, Heng Li +5 · 2 citations
    Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Software Engineering (cs.SE)
  28. LLMs and Stack Overflow Discussions: Reliability, Impact, and Challenges
    2024/02/13 by Da Silva, Leuson, Samhi, Jordan, Khomh, Foutse · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  29. AmbieGen: A Search-based Framework for Autonomous Systems Testing
    2023/01/01 by Humeniuk, Dmytro, Khomh, Foutse, Antoniol, Giuliano · 2 citations
    #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Robotics (cs.RO)
  30. An Empirical Study on the Usage of Automated Machine Learning Tools
    2022/08/28 by Majidi, Forough, Openja, Moses, Khomh, Foutse +1 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  31. A Machine-learning Based Ensemble Method For Anti-patterns Detection
    2019/01/29 by Barbez, Antoine, Khomh, Foutse, Guéhéneuc, Yann-Gaël · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  32. Bug Characterization in Machine Learning-based Systems
    2023/07/26 by Morovati, Mohammad Mehdi, Nikanjam, Amin, Tambon, Florian +3 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  33. Studying Logging Practice in Machine Learning-based Applications
    2023/01/10 by Patrick Loic Foalem, Foutse Khomh, Foalem, Patrick Loic +3 · 2 citations
    Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Software Engineering (cs.SE) #Software System Performance and Reliability
  34. The Forgotten Role of Search Queries in IR-based Bug Localization: An\n Empirical Study
    2021/08/11 by Mohammad Masudur Rahman, Rahman, Mohammad Masudur, Foutse Khomh +5 · 1 citation
    Computer Science · #D.2 #D.2.5 #D.2.7 #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
  35. Protecting Privacy in Software Logs: What Should Be Anonymized?
    2024/09/17 by Roozbeh Aghili, Heng Li, Aghili, Roozbeh +3 · 3 citations
    Decision Sciences · #Auction Theory and Applications
  36. Design Smells in Deep Learning Programs: An Empirical Study
    2021/07/05 by Nikanjam, Amin, Khomh, Foutse · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  37. On Assessing The Safety of Reinforcement Learning algorithms Using Formal Methods
    2021/11/08 by Paulina Stevia Nouwou Mindom, Mindom, Paulina Stevia Nouwou, Amin Nikanjam +5 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Smart Grid Security and Resilience
  38. Studying Software Engineering Patterns for Designing Machine Learning\n Systems
    2019/10/10 by Hironori Washizaki, Washizaki, Hironori, Hiromu Uchida +5 · 1 citation
    Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
  39. Studying the Characteristics of AIOps Projects on GitHub
    2022/12/26 by Aghili, Roozbeh, Li, Heng, Khomh, Foutse · 1 citation
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  40. Reputation Gaming in Stack Overflow
    2021/11/13 by Iren Mazloomzadeh, Gias Udin, Mazloomzadeh, Iren +5 · 1 citation
    Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Software Engineering (cs.SE) #Spam and Phishing Detection
  41. FIXME: Synchronize with Database An Empirical Study of Data Access Self-Admitted Technical Debt
    2022/01/06 by Muse, Biruk Asmare, Nagy, Csaba, Cleve, Anthony +2 · 1 citation
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  42. Fool SHAP with Stealthily Biased Sampling
    2022/05/30 by Gabriel Laberge, Laberge, Gabriel, Ulrich Aïvodji +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  43. Technical Debts and Faults in Open-source Quantum Software Systems: An Empirical Study
    2022/06/01 by Openja, Moses, Morovati, Mohammad Mehdi, An, Le +2 · 1 citation
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  44. Quality issues in Machine Learning Software Systems
    2022/08/18 by Pierre-Olivier Côté, Côté, Pierre-Olivier, Amin Nikanjam +5 · 1 citation
    Computer Science · #Software Engineering Research
  45. Never trust, always verify : a roadmap for Trustworthy AI?
    2022/06/23 by Tidjon, Lionel Nganyewou, Khomh, Foutse · 1 citation
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  46. TaskEval: Assessing Difficulty of Code Generation Tasks for Large Language Models
    2024/07/30 by Florian Tambon, Amin Nikanjam, Tambon, Florian +6 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Topic Modeling
  47. Data-access performance anti-patterns in data-intensive systems
    2022/08/18 by Muse, Biruk Asmare, Nafi, Kawser Wazed, Khomh, Foutse +1 · 1 citation
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  48. PathOCL: Path-Based Prompt Augmentation for OCL Generation with GPT-4
    2024/05/21 by Abukhalaf, Seif, Hamdaqa, Mohammad, Khomh, Foutse · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  49. Deploying Deep Reinforcement Learning Systems: A Taxonomy of Challenges
    2023/08/23 by Ahmed Haj Yahmed, Altaf Allah Abbassi, Yahmed, Ahmed Haj +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Open Source Software Innovations #Software Engineering (cs.SE) #Software Engineering Research
  50. Refining GPT-3 Embeddings with a Siamese Structure for Technical Post Duplicate Detection
    2023/12/22 by Wu, Xingfang, Li, Heng, Yoshioka, Nobukazu +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  51. Swarm Debugging: the Collective Intelligence on Interactive Debugging
    2019/02/10 by Petrillo, Fabio, Guéhéneuc, Yann-Gaël, Pimenta, Marcelo +2 · 1 citation
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  52. Characterizing and Classifying Developer Forum Posts with their Intentions
    2023/12/21 by Xingfang Wu, Eric Laufer, Wu, Xingfang +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling #Web Data Mining and Analysis
  53. A Taxonomy of Inefficiencies in LLM-Generated Python Code
    2025/03/08 by Abbassi, Altaf Allah, Da Silva, Leuson, Nikanjam, Amin +1 · 3 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  54. Performance Smells in ML and Non-ML Python Projects: A Comparative Study
    2025/04/28 by François Belias, Léuson Da Silva, Belias, François +5 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software System Performance and Reliability
  55. Towards Optimizing SQL Generation via LLM Routing
    2024/11/06 by Mohammadhossein Malekpour, Malekpour, Mohammadhossein, Shaheen, Nour +4 · 1 citation
    Computer Science · #Advanced Database Systems and Queries #Databases (cs.DB) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Service-Oriented Architecture and Web Services
  56. Towards Understanding the Impact of Data Bugs on Deep Learning Models in Software Engineering
    2024/11/19 by Mehil B Shah, Mohammad Masudur Rahman, Shah, Mehil B +3 · 2 citations
    Computer Science · Decision Sciences · #Software Engineering Research #Scientific Computing and Data Management #Software Reliability and Analysis Research
  57. Prism: Dynamic and Flexible Benchmarking of LLMs Code Generation with Monte Carlo Tree Search
    2025/04/07 by Vahid Majdinasab, Amin Nikanjam, Majdinasab, Vahid +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Text Readability and Simplification #Topic Modeling
  58. Impact of LLM-based Review Comment Generation in Practice: A Mixed Open-/Closed-source User Study
    2024/11/11 by Doriane Olewicki, Olewicki, Doriane, Léuson Da Silva +14 · 1 citation
    Arts and Humanities · Computer Science · Social Sciences · #Expert finding and Q&A systems #FOS: Computer and information sciences #Software Engineering (cs.SE) #Translation Studies and Practices #Wikis in Education and Collaboration
  59. An Efficient Model Maintenance Approach for MLOps
    2024/12/05 by Forough Majidi, Majidi, Forough, Foutse Khomh +5 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Software Engineering (cs.SE)
  60. RefAgent: A Multi-agent LLM-based Framework for Automatic Software Refactoring
    2025/11/05 by Oueslati, Khouloud, Lamothe, Maxime, Khomh, Foutse · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  61. Efficiency vs. Alignment: Investigating Safety and Fairness Risks in Parameter-Efficient Fine-Tuning of LLMs
    2025/11/01 by Mina Taraghi, Yann Pequignot, Taraghi, Mina +7 · 1 citation
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing
  62. Toward Debugging Deep Reinforcement Learning Programs with RLExplorer
    2024/10/06 by Bouchoucha, Rached, Yahmed, Ahmed Haj, Patil, Darshan +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)