Stephan Günnemann

Efficient Adversarial Training in LLMs with Continuous Attacks

arXiv 2024

From Zero to Turbulence: Generative Modeling for 3D Flow Simulation

arXiv 2023

Transformers Meet Directed Graphs

arXiv 2023

Ewald-based Long-Range Message Passing for Molecular Graphs

arXiv 2023

Generalizing Neural Wave Functions

arXiv 2023

Preventing Errors in Person Detection: A Part-Based Self-Monitoring Framework

arXiv 2023

Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution

arXiv 2022

Differentiable DAG Sampling

differentiable-dag-sampling

Robustness of Graph Neural Networks at Scale

NeurIPS 2021 12

Nicholas Gao

Simon Geisler

Aleksandar Bojchevski

Alessandro Sordoni

Ali Taylan Cemgil

Andrea Matic

Arthur Kosmala

Bertrand Charpentier

Cosmin Paduraru

Daniel Mankowitz