Taha, Diaaeldin

4 publications

TMLR 2026 Relative Geometry of Neural Forecasters: Linking Accuracy and Alignment in Learned Latent Geometry Deniz Kucukahmetler, Maximilian Jean Hemmann, Julian Mosig von Aehrenfeld, Maximilian Amthor, Christian Deubel, Nico Scherf, Diaaeldin Taha

ICLR 2025 Demystifying Topological Message-Passing with Relational Structures: A Case Study on Oversquashing in Simplicial Message-Passing Diaaeldin Taha, James Chapman, Marzieh Eidi, Karel Devriendt, Guido Montufar

TMLR 2024 Normed Spaces for Graph Embedding Diaaeldin Taha, Wei Zhao, J. Maxwell Riestenberg, Michael Strube

ECML-PKDD 2023 Modeling Graphs Beyond Hyperbolic: Graph Neural Networks in Symmetric Positive Definite Matrices Wei Zhao, Federico López, J. Maxwell Riestenberg, Michael Strube, Diaaeldin Taha, Steve Trettel