Documents publiés en "2026"

Département de génie informatique et génie logiciel

Aghili, R., Qin, Q., Wu, X., Li, H., & Khomh, F. (2026). SDLog: A Deep Learning Framework for Detecting Sensitive Information in Software Logs. ACM Transactions on Software Engineering and Methodology. Lien externe

Ben Braiek, Y., Ben Braiek, H., & Khomh, F. (mai 2026). XPJudge: Explanation-Aware Pairwise Judging for Cost-Effective Code LLM Selection [Communication écrite]. International Conference on Software Testing, Verification and Validation (ICST 2026), Daejeon, South Korea. Lien externe

Chen Kuang Piao, Y., Paul, J. C., Da Silva, L., Moradi Dakhel, A., Hamdaqa, M., & Khomh, F. (2026). Refactoring with LLMs: Bridging human expertise and machine understanding. Empirical Software Engineering, 32(1), 11 (51 pages). Lien externe

Foalem, P. L., Da Silva, L., Khomh, F., & Merlo, E. (2026). An empirical study of Policy-as-Code adoption in open-source software projects. Journal of Systems and Software, 242, 113028 (14 pages). Lien externe

Foalem, P. L., Nguimbous, A., Khomh, F., Li, H., & Merlo, E. (2026). An empirical study on logging evolution on stack overflow: trends, topics, and challenges. Empirical Software Engineering, 31(6), 168 (44 pages). Lien externe

Foundjem, A. T., Nganyewou Tidjon, L., Da Silva, L., & Khomh, F. (2026). Multi-Agent AI Framework for Threat Mitigation and Resilience in Machine Learning Systems. ACM Transactions on Software Engineering and Methodology. Lien externe

Humeniuk, D., Hamdaqa, M., Ben Braiek, H., Bennaceur, A., & Khomh, F. (mai 2026). Dynasto: Validity-Aware Dynamic–Static Parameter Optimization for Autonomous Driving Testing [Communication écrite]. International Conference on Software Testing, Verification and Validation (ICST 2026), Daejeon, South Korea. Lien externe

Jamshidi, S., Abdul Wahab, O., Herrero, R., Khomh, F., Bellaïche, M., Keivanpour, S., Shahabi, N., Nikanjam, A., & Wazed Nafi, K. (2026). Think Fast: Real-Time IoT Intrusion Reasoning Using IDS and LLMs at the Edge Gateway. IEEE Internet of Things Journal, 30 pages. Lien externe

Jamshidi, S., Khomh, F., Fung, C., Abdul Wahab, O., & Herrero, R. (2026). Securing Time Integrity in Energy IoT Against Clock Drift and Y2K38 Failures. IEEE Internet of Things Journal. Lien externe

Jamshidi, S., Nafi, K. W., Khomh, F., & Nikanjam, A. (2026). Green Intrusion Detection Systems for IoT. Lien externe

Njoku, A. O., Sharafi, Z., & Khomh, F. (juillet 2026). When Code Authors Are Agents: A Large-Scale Study of Human–Agent Collaboration in Pull Requests [Communication écrite]. 3rd ACM International Conference on AI-Powered Software (AIware 2026), Montréal, QC, Canada. Lien externe

Olewicki, D., Da Silva, L., Ben Sghaier, O., Mujahid, S., Amini, A., Mah, B., Castelluccio, M., Habchi, S., Khomh, F., & Adams, B. (2026). Impact of an LLM-based Review Assistant in Practice: A Mixed Open-/Closed-source Case Study. IEEE Transactions on Software Engineering, 12 pages. Lien externe

Roy, S., Roy, B., Roy, C. K., & Khomh, F. (2026). A Qualitative Study on XAI Techniques for Software Defect Prediction. Information and Software Technology, 198, 108234 (21 pages). Lien externe

Saborido, R., Raes, R., Morales, R., Rouvoy, R., Khomh, F., & Guéhéneuc, Y.-G. (2026). Simply the best – A systematic evaluation approach for third-party libraries based on mobile app quality attributes. Empirical Software Engineering, 31(5), 25 pages. Lien externe

Shahedi, K., Gyambrah, N., Li, H., Lamothe, M., & Khomh, F. (2026). An empirical study on method-level performance evolution in open-source Java projects. Empirical Software Engineering, 32(1), 16. Lien externe

Taraghi, M., Pequignot, Y., Nikanjam, A., Amine Merzouk, M., & Khomh, F. (2026). Efficiency at What Cost? Safety and Fairness in Parameter-Efficient Fine-Tuning of LLMs. IEEE Transactions on Artificial Intelligence, 15 pages. Lien externe

Voria, G., Openja, M., Khomh, F., Catolino, G., & Palomba, F. (avril 2026). Tracing Stereotypes in Pre-trained Transformers: From Biased Neurons to Fairer Models [Communication écrite]. 23rd International Conference on Mining Software Repositories, Rio de Janeiro, Brazil. Lien externe

Zid, C., Di Penta, M., Khomh, F., & Antoniol, G. (2026). The relationship between different python argument-passing mechanisms and fixes: An empirical study. Empirical Software Engineering, 32(1), 26 (38 pages). Lien externe

Département de mathématiques et de génie industriel

Jamshidi, S., Abdul Wahab, O., Herrero, R., Khomh, F., Bellaïche, M., Keivanpour, S., Shahabi, N., Nikanjam, A., & Wazed Nafi, K. (2026). Think Fast: Real-Time IoT Intrusion Reasoning Using IDS and LLMs at the Edge Gateway. IEEE Internet of Things Journal, 30 pages. Lien externe

Mahu, A.-M., Pequignot, Y., Marois, A., Ouellette, B., Khomh, F., & Doyon-Poulin, P. (juillet 2026). Measuring Pilot Vigilance Decline During a Monotonous Mission inaFlight Simulator [Communication écrite]. 8th International Conference on HCI in Mobility, Transport, and Automotive Systems (MobiTAS 2026), Montréal, QC, Canada. Publié dans Lecture notes in computer science. Lien externe