I am a second-year PhD student in the LTS 2 Laboratory at EPFL, supervised by Pierre Vandergheynst. My research revolves around geometric aspects of diffusion processes and sampling.
> About
“Trying to get good at having ideas”
I mostly focus on applying Geometric Stochastic Analysis to study the behaviour of diffusion-based models under the manifold hypothesis. Current interests are in
(anisotropic) diffusions on manifolds, renormalization groups, singular limits of geometric diffusions, and Langevin dynamics.
Here's a quick bio:
2025-present: PhD at EPFL
2022-2025: Master's Degree in Electrical Engineering, ETH Zurich
2018-2022: Bachelor's Degree in Communication Systems, EPFL
Feel free to reach out: victor(dot)borruat(at)epfl(dot)ch
Recent updates
May '26 - Two papers accepted in SPIGM & AI4Physics @ ICML :) check here and here
Apr '26 - First preprint on Implicit Manifold Diffusions is out!
Feb '26 - preprint on Bakry-Emery Graph Laplacians is out!
Sep '25 - First workshop paper for NeurIPS ML4PS got accepted!
Jun '25 - Joined the LTS2 lab for my PhD
Misc
While you're here, let's play two truths one lie.
I've lived in a Buddhist temple in Japan and worked there
I attended a chess tournament with a samurai sword as the grand prize
