An Empirical Evaluation of Regular and Extreme Mutation Testing for Teaching Software Testing. - Martin Balfroid; Pierre Luycx; Benoît Vanderose; Xavier Devroey (ICSTW, 2023)

Towards LLM-Generated Code Tours for Onboarding. - Martin Balfroid; Benoît Vanderose; Xavier Devroey (NLBSE@ICSE, 2024)

User Preferences for Large Language Model versus Template-Based Explanations of Movie Recommendations: A Pilot Study. - Julien Albert; Martin Balfroid; Miriam Doh; Jérémie Bogaert; Luca La Fisca; Liesbet De Vos; Bryan Renard; Vincent Stragier; Emmanuel Jean (CoRR, 2024)

SelfBehave, Generating a Synthetic Behaviour-Driven Development Dataset using SELF-INSTRUCT. - Manon Galloy; Martin Balfroid; Benoît Vanderose; Xavier Devroey (ICSTW, 2025)

Generating Code Tours Using Locally-Runnable LLMs. - Martin Balfroid (SIGSOFT FSE Companion, 2025)