Learning 3D Granular Flow Simulations. - Andreas Mayr; Sebastian Lehner; Arno Mayrhofer; Christoph Kloss; Sepp Hochreiter; Johannes Brandstetter (CoRR, 2021)

Few-Shot Learning by Dimensionality Reduction in Gradient Space. - Martin Gauch; Maximilian Beck; Thomas Adler; Dmytro Kotsur; Stefan Fiel; Hamid Eghbal-zadeh; Johannes Brandstetter; Johannes Kofler; Markus Holzleitner; Werner Zellinger; Daniel Klotz; Sepp Hochreiter; et al. (CoLLAs, 2022)

History Compression via Language Models in Reinforcement Learning. - Fabian Paischer; Thomas Adler; Vihang Patil; Angela Bitto-Nemling; Markus Holzleitner; Sebastian Lehner; Hamid Eghbal-Zadeh; Sepp Hochreiter (ICML, 2022)

Residual Neural Networks for the Prediction of Planetary Collision Outcomes. - Philip M. Winter; Christoph Burger; Sebastian Lehner; Johannes Kofler; Thomas I. Maindl; Christoph M. Schäfer (CoRR, 2022)

Boundary Graph Neural Networks for 3D Simulations. - Andreas Mayr; Sebastian Lehner; Arno Mayrhofer; Christoph Kloss; Sepp Hochreiter; Johannes Brandstetter (AAAI, 2023)

Variational Annealing on Graphs for Combinatorial Optimization. - Sebastian Sanokowski; Wilhelm Berghammer; Sepp Hochreiter; Sebastian Lehner (NeurIPS, 2023)

Improved machine learning algorithm for predicting ground state properties. - Laura Lewis; Hsin-Yuan Huang; Viet T. Tran; Sebastian Lehner; Richard Kueng; John Preskill (CoRR, 2023)

A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization. - Sebastian Sanokowski; Sepp Hochreiter; Sebastian Lehner (ICML, 2024)

Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics. - Sebastian Sanokowski; Wilhelm Franz Berghammer; Haoyu Peter Wang; Martin Ennemoser; Sepp Hochreiter; Sebastian Lehner (ICLR, 2025)

Derivation of characteristic physioclimatic regions through density-based spatial clustering of high-dimensional data. - Sebastian Lehner; Katharina Enigl; Matthias Schlögl (Environ. Model. Softw., 2025)

Rethinking Losses for Diffusion Bridge Samplers. - Sebastian Sanokowski; Lukas Gruber; Christoph Bartmann; Sepp Hochreiter; Sebastian Lehner (CoRR, 2025)