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 how to apply them in generative modeling sampling.
For more on my research, click the "Research" tab above.
> 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_
Aug '26 - Visiting Prof. L. Wang at RIKEN iTHEMS in Japan
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
