Welcome to my GitHub profile.
I am Guillaume, from France. I am an Associate Professor at Shanghai Jiao Tong University (SJTU). I am a faculty member of the SJTU Paris Elite Institute of Technology, an international research and teaching institute established at SJTU in partnership with four leading French engineering schools: École Polytechnique, Mines Paris, Télécom Paris, and ENSTA.
On this page, you will find a glimpse into some of the projects I have worked on in recent years. My current research interests span the broad areas of deep learning, large language models (LLMs), recommender systems, graph learning, and their applications.
You will also find music analysis and recommendation projects related to my previous role as a Research Scientist and Coordinator at the French music streaming service Deezer, as well as code and data from my doctoral research at École Polytechnique on representation learning with graph autoencoders (node embedding, link prediction, community detection, etc.).
I invite you to visit my website for a list of publications, with links to GitHub repositories and related resources for each of them.
I am always looking for professionals with common interests to learn and share experience, so feel free to reach out!