Hellmann, Frank

3 publications

ICML 2025 SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning Junyou Zhu, Langzhou He, Chao Gao, Dongpeng Hou, Zhen Su, Philip S. Yu, Juergen Kurths, Frank Hellmann

ICMLW 2024 Dirac--Bianconi Graph Neural Networks - Enabling Long-Range Graph Predictions Christian Nauck, Rohan Gorantla, Michael Lindner, Konstantin Schürholt, Antonia S J S Mey, Frank Hellmann

NeurIPSW 2024 Projected Neural Differential Equations for Power Grid Modeling with Constraints Alistair White, Anna Büttner, Maximilian Gelbrecht, Niki Kilbertus, Frank Hellmann, Niklas Boers