Kacper Kapuśniak

Kacper Kapuśniak

PhD in Machine Learning at the University of Oxford

Publications

You can also find my articles on my Google Scholar profile.
MarS-FM

MarS-FM: Generative Modeling of Molecular Dynamics via Markov State Models [PDF]

Kacper Kapuśniak*, Cristian Gabellini, Michael Bronstein, Prudencio Tossou, Francesco Di Giovanni

ICLR 2026

Metric Flow Matching

Metric Flow Matching for Smooth Interpolations on the Data Manifold [PDF] [Code] [Presentation]

Kacper Kapuśniak*, Peter Potaptchik, Teodora Reu, Leo Zhang, Alexander Tong, Michael Bronstein, Avishek Joey Bose, Francesco Di Giovanni

NeurIPS 2024

GNN

Learning Genomic Sequence Representations using GNNs over De Bruijn Graphs [PDF] [Code]

Kacper Kapuśniak*, Manuel Burger, Gunnar Rätsch, Amir Joudaki

GLFrontiers Workshop NeurIPS 2023