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Simon Geisler

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

9

Venues

3

Active years

2022–2025

Best venue rank

A*

Where they publish

Papers

9 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLRGraph Neural Networks for Edge Signals: Orientation Equivariance and Invariance.Dominik Fuchsgruber, Tim Postuvan, Stephan Gnnemann, Simon Geisler
2025ICMLREINFORCE Adversarial Attacks on Large Language Models: An Adaptive, Distributional, and Semantic Objective.Simon Geisler, Tom Wollschlger, M. H. I. Abdalla, Vincent Cohen-Addad, Johannes Gasteiger, Stephan Gnnemann
2025ICMLThe Geometry of Refusal in Large Language Models: Concept Cones and Representational Independence.Tom Wollschlger, Jannes Elstner, Simon Geisler, Vincent Cohen-Addad, Stephan Gnnemann, Johannes Gasteiger
2023CoRLTopology-Matching Normalizing Flows for Out-of-Distribution Detection in Robot Learning.Jianxiang Feng, Jongseok Lee, Simon Geisler, Stephan Gnnemann, Rudolph Triebel
2023ICLRRevisiting Robustness in Graph Machine Learning.Lukas Gosch, Daniel Sturm, Simon Geisler, Stephan Gnnemann
2023ICMLTransformers Meet Directed Graphs.Simon Geisler, Yujia Li, Daniel J. Mankowitz, Ali Taylan Cemgil, Stephan Gnnemann, Cosmin Paduraru
2022ICLRNatural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions.Bertrand Charpentier, Oliver Borchert, Daniel Zgner, Simon Geisler, Stephan Gnnemann
2022ICLRGeneralization of Neural Combinatorial Solvers Through the Lens of Adversarial Robustness.Simon Geisler, Johanna Sommer, Jan Schuchardt, Aleksandar Bojchevski, Stephan Gnnemann
2022ICMLWinning the Lottery Ahead of Time: Efficient Early Network Pruning.John Rachwan, Daniel Zgner, Bertrand Charpentier, Simon Geisler, Morgane Ayle, Stephan Gnnemann