Sebastian Lehner

Postdoc, Johannes Kepler University Linz

Joined

May 2021

Names

Sebastian Lehner (Preferred)

Emails

****@ml.jku.at (Confirmed)

****@iarai.ac.at (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Postdoc

Johannes Kepler University Linz (jku.at)

2020 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

xLSTM Scaling Laws: Competitive Performance with Linear Time-Complexity
Maximilian Beck, Kajetan Schweighofer, Sebastian Böck, Sebastian Lehner, Sepp Hochreiter
- ICLR 2026 Poster
- Readers: Everyone
Rethinking Losses for Diffusion Bridge Samplers
Sebastian Sanokowski, Lukas Gruber, Christoph Bartmann, Sepp Hochreiter, Sebastian Lehner
- NeurIPS 2025 poster
- Readers: Everyone
Rethinking the Training of Diffusion Bridge Samplers: Losses and Exploration
Sebastian Sanokowski, Christoph Bartmann, Lukas Gruber, Sepp Hochreiter, Sebastian Lehner
- FPI-ICLR2025 Poster
- Readers: Everyone
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 Poster
- Readers: Everyone
A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization
Sebastian Sanokowski, Sepp Hochreiter, Sebastian Lehner
- ICML 2024 Poster
- Readers: Everyone
Residual neural networks for the prediction of planetary collision outcomes
Philip Matthias Winter, Christoph Burger, Sebastian Lehner, Johannes Kofler, Thomas I. Maindl, Christoph Schäfer
- 02 Nov 2023 (modified: 02 Nov 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
One Network to Approximate Them All: Amortized Variational Inference of Ising Ground States
Sebastian Sanokowski, Wilhelm Franz Berghammer, Johannes Kofler, Sepp Hochreiter, Sebastian Lehner
- 15 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
One Network to Approximate Them All: Amortized Variational Inference of Ising Ground States
Sebastian Sanokowski, Wilhelm Franz Berghammer, Johannes Kofler, Sepp Hochreiter, Sebastian Lehner
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Variational Annealing on Graphs for Combinatorial Optimization
Sebastian Sanokowski, Wilhelm Franz Berghammer, Sepp Hochreiter, Sebastian Lehner
- NeurIPS 2023 poster
- Readers: Everyone
Improved machine learning algorithm for predicting ground state properties
Laura Lewis, Hsin-Yuan Huang, Viet T. Tran, Sebastian Lehner, Richard Kueng, John Preskill
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone

View all 18 publications

Co-Authors

View all 38 co-authors