关注
Foutse Khomh
Foutse Khomh
NSERC Arthur B. McDonald Fellow, CRC Tier 1, Canada CIFAR AI Chair, FRQ-IVADO Chair, Full Professor
在 polymtl.ca 的电子邮件经过验证 - 首页
标题
引用次数
年份
Data cleaning and machine learning: a systematic literature review
PO Côté, A Nikanjam, N Ahmed, D Humeniuk, F Khomh
Automated Software Engineering 31 (2), 54, 2024
22024
Characterizing and classifying developer forum posts with their intentions
X Wu, E Laufer, H Li, F Khomh, S Srinivasan, J Luo
Empirical Software Engineering 29 (4), 84, 2024
2024
Common challenges of deep reinforcement learning applications development: an empirical study
MM Morovati, F Tambon, M Taraghi, A Nikanjam, F Khomh
Empirical Software Engineering 29 (4), 95, 2024
12024
Effective test generation using pre-trained large language models and mutation testing
AM Dakhel, A Nikanjam, V Majdinasab, F Khomh, MC Desmarais
Information and Software Technology 171, 107468, 2024
182024
An Overview on Large Language Models
AM Dakhel, A Nikanjam, F Khomh, MC Desmarais, H Washizaki
Generative AI for Effective Software Development, 3-21, 2024
2024
Generative AI for Software Development: A Family of Studies on Code Generation
AM Dakhel, A Nikanjam, F Khomh, MC Desmarais, H Washizaki
Generative AI for Effective Software Development, 151-172, 2024
2024
Studying logging practice in machine learning-based applications
PL Foalem, F Khomh, H Li
Information and Software Technology 170, 107450, 2024
22024
Chain of Targeted Verification Questions to Improve the Reliability of Code Generated by LLMs
SK Ngassom, AM Dakhel, F Tambon, F Khomh
arXiv preprint arXiv:2405.13932, 2024
2024
Mining Action Rules for Defect Reduction Planning
K Oueslati, G Laberge, M Lamothe, F Khomh
arXiv preprint arXiv:2405.13740, 2024
2024
Chain of Targeted Verification Questions to Improve the Reliability of Code Generated by LLMs
S Kouemo Ngassom, A Moradi Dakhel, F Tambon, F Khomh
arXiv e-prints, arXiv: 2405.13932, 2024
2024
Tackling the XAI Disagreement Problem with Regional Explanations
G Laberge, YB Pequignot, M Marchand, F Khomh
International Conference on Artificial Intelligence and Statistics, 2017-2025, 2024
12024
PathOCL: Path-Based Prompt Augmentation for OCL Generation with GPT-4
S Abukhalaf, M Hamdaqa, F Khomh
Proceedings of the 2024 IEEE/ACM First International Conference on AI …, 2024
2024
Understanding the Impact of IoT Security Patterns on CPU Usage and Energy Consumption on IoT Devices
S Jamshidi, A Nikanjam, N Kawser, F Khomh, MA Hamdaqa
Authorea Preprints, 2024
2024
Machine Learning Robustness: A Primer
HB Braiek, F Khomh
arXiv preprint arXiv:2404.00897, 2024
2024
Bugs in large language models generated code
F Tambon, AM Dakhel, A Nikanjam, F Khomh, MC Desmarais, G Antoniol
arXiv preprint arXiv:2403.08937, 2024
42024
Machine Learning Robustness: A Primer
H Ben Braiek, F Khomh
arXiv e-prints, arXiv: 2404.00897, 2024
2024
Trained Without My Consent: Detecting Code Inclusion In Language Models Trained on Code
V Majdinasab, A Nikanjam, F Khomh
arXiv preprint arXiv:2402.09299, 2024
22024
ChatGPT vs LLaMA: Impact, Reliability, and Challenges in Stack Overflow Discussions
L Da Silva, J Samhi, F Khomh
arXiv preprint arXiv:2402.08801, 2024
12024
Deep learning model reuse in the huggingface community: Challenges, benefit and trends
M Taraghi, G Dorcelus, A Foundjem, F Tambon, F Khomh
arXiv preprint arXiv:2401.13177, 2024
42024
Towards enhancing the reproducibility of deep learning bugs: an empirical study
MB Shah, MM Rahman, F Khomh
arXiv preprint arXiv:2401.03069, 2024
12024
系统目前无法执行此操作,请稍后再试。
文章 1–20