40 citations · 44 across the 13 of their papers we have counts for
20 papers
Generative Flow Networks for Model Adaptation in Digital Twins of Natural Systems
Pascal Archambault, Houari Sahraoui, Eugene Syriani
Digital twins of natural systems must remain aligned with physical systems that evolve over time, are only partially observed, and are typically modeled by mechanistic simulators w…
Modeling Sampling Workflows for Code Repositories
Romain Lefeuvre, Maïwenn Le Goasteller, Jessie Galasso +3
Empirical software engineering research often depends on datasets of code repository artifacts, where sampling strategies are employed to enable large-scale analyses. The design an…
Artificial or Just Artful? Do LLMs Bend the Rules in Programming?
Oussama Ben Sghaier, Kevin Delcourt, Houari Sahraoui
Large Language Models (LLMs) are widely used for automated code generation, yet their apparent successes often mask a tension between pretraining objectives and alignment choices.…
Leveraging Reward Models for Guiding Code Review Comment Generation
Oussama Ben Sghaier, Rosalia Tufano, Gabriele Bavota +1
Code review is a crucial component of modern software development, involving the evaluation of code quality, providing feedback on potential issues, and refining the code to addres…
MONO2REST: Identifying and Exposing Microservices: a Reusable RESTification Approach
Matthéo Lecrivain, Hanifa Barry, Dalila Tamzalit +1
The microservices architectural style has become the de facto standard for large-scale cloud applications, offering numerous benefits in scalability, maintainability, and deploymen…
Combining Large Language Models with Static Analyzers for Code Review Generation
Imen Jaoua, Oussama Ben Sghaier, Houari Sahraoui
Code review is a crucial but often complex, subjective, and time-consuming activity in software development. Over the past decades, significant efforts have been made to automate t…