Wilhelm Berghammer

PhD student, Institute for Machine Learning
Johannes Kepler University Linz, Austria

I am a first-year PhD student working on memory in neural networks. During my bachelor’s and master’s at JKU I worked on diffusion-based samplers for combinatorial optimization and statistical physics.

  1. 2026

    TiRex-2: Generalizing TiRex to Multivariate Data and Streaming

    Patrick Podest, Marco Pichler, Elias Bürger, Levente Zólyomi, Bernhard Voggenberger, Wilhelm Berghammer, Daniel Klotz, Sebastian Böck, Günter Klambauer, Sepp Hochreiter

    NeurIPS 2026 · OralarXiv

  2. 2025

    Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics

    Sebastian Sanokowski, Wilhelm Berghammer, Haoyu Peter Wang, Martin Ennemoser, Sepp Hochreiter, Sebastian Lehner

    ICLR 2025arXivOpenReview

  3. 2023

    Variational Annealing on Graphs for Combinatorial Optimization

    Sebastian Sanokowski, Wilhelm Berghammer, Sepp Hochreiter, Sebastian Lehner

    NeurIPS 2023arXivCode

Writing

Research posts accompany my papers. Explainers develop mathematical and computational ideas from first principles.