About Me
Welcome to my academic page! I am a first-year industrial PhD student at Illuin Technology, working conjointly with CentraleSupélec (MICS Lab) and the University of Grenoble (LIG Lab). I am advised by Céline Hudelot and Maxime Peyrard.
My research focuses on the robustness of multi-agent systems. Specifically, I
explore how to evaluate and design agentic systems that are resilient to perturbations such as
adversarial attacks, tool errors, or simple mistakes made by individual agents.
News
- 08/04/2026 — Our work for ViDoRe v3 was accepted to the ACL2026 Main Conference!
- 02/04/2026 — We presented our latest work on Late Interaction Mechanisms at the ECIR Late Interaction Workshop.
Research Interests
- Multi-Agent Systems: Currently working on my thesis, focusing on systemic robustness and agent evaluation.
- Multi-Modal Retrieval: I have worked extensively on multi-modal retrieval, building the latest iterations of the ViDoRe benchmarks and training efficient visual document retrievers.
Publications
2026
Working Notes on Late Interaction Dynamics: Analyzing Targeted Behaviors of
Late Interaction Models
arXiv preprint arXiv:2603.26259, 2026.
ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in
Complex Real-World Scenarios
arXiv preprint arXiv:2601.08620, 2026.
2025
ModernVBERT: Towards Smaller Visual Document Retrievers
arXiv preprint arXiv:2510.01149, 2025.
Vidore benchmark v2: Raising the bar for visual retrieval
arXiv preprint arXiv:2505.17166, 2025.
Education
- Ph.D. in AI, Illuin Technology, CentraleSupélec, & Univ. of Grenoble, 2026 - Present
- Engineering Degrees (M.Sc. equivalent), CentraleSupélec & ENS, 2020 - 2024