About Me

Hi! I am Guilhem Fouilhé, a PhD student at IRIT, member of the MELODI team. I am also part of ANITI, one of the French AI “clusters” located in Toulouse.

Research Focus

I am currently focused on explainable AI from an interactive perspective. I explore conversational approaches to explanations, taking inspiration from how humans explain to each other.

Research Interests

I am also interested in the intersection of machine learning / data-driven methods and symbolic / rule-based approaches, which explains why I dedicated an important part of the previous months to study (and try to improve) explainability in planning, within the TUPLES project.

Another strong research interest I have is the in depth study of LLMs - their capabilities and limitations. I believe that this technology is strong enough to guess that it will have a strong impact on many fields, and I consider that we need stronger understanding and guarantees to use it safely in critical applications.

Background

I have a strong background in mathematics and computer science which first guided me towards theoretical aspects of AI. I solved many problems and learned a lot about practical aspects since then, and I am now trying to build increasingly realistic and useful systems.

Personal

I enjoy spending time outdoors in wide open spaces, and I have the chance to live not too far from the Pyrenees. I also travel when I have the chance, to learn more about different cultures and ways of life.

News

May 2025 : Participated in Les Doctoriales de Cahors 🇫🇷
April 2025 : Accepted Demo paper at XAI 2025 in Istanbul 🇹🇷
April 2025 : Scientific Evaluator for the Beluga™ AI Challenge - Explainability Track 🛩️
March 2025 : Talk at the FOR project at IRT Saint Exupéry 🇫🇷
February-March 2025 : AAAI 2025 in Philadelphia to present my paper “Conversational Goal-Conflict Explanations via Multi-Agent LLMs”🇺🇸
February 2025 : Talk at LAAS-CNRS in Toulouse 🇫🇷
December 2024 : Accepted as Oral paper at AAAI 2025 Workshop on Planning at the Era of LLMs 🎉
November 2024 : TUPLES Meeting at CVUT in Prague, Czech Republic 🇨🇿
July 2024 : LXMLS Summer School in Lisbon, Portugal 🇵🇹
April 2024 : TUPLES Meeting at USaar in Saarbrücken, Germany 🇩🇪
November 2023 : TUPLES Meeting at KUL in Leuven, Belgium 🇧🇪
October 2023: Started my PhD at IRIT, Toulouse 🤩