Tönshoff, Jan

7 publications

ICML 2025 Position: Graph Learning Will Lose Relevance Due to Poor Benchmarks Maya Bechler-Speicher, Ben Finkelshtein, Fabrizio Frasca, Luis Müller, Jan Tönshoff, Antoine Siraudin, Viktor Zaverkin, Michael M. Bronstein, Mathias Niepert, Bryan Perozzi, Mikhail Galkin, Christopher Morris

ICLR 2024 Distinguished in Uniform: Self-Attention vs. Virtual Nodes Eran Rosenbluth, Jan Tönshoff, Martin Ritzert, Berke Kisin, Martin Grohe

TMLR 2024 Where Did the Gap Go? Reassessing the Long-Range Graph Benchmark Jan Tönshoff, Martin Ritzert, Eran Rosenbluth, Martin Grohe

IJCAI 2023 One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction Jan Tönshoff, Berke Kisin, Jakob Lindner, Martin Grohe

IJCAI 2023 Some Might Say All You Need Is Sum Eran Rosenbluth, Jan Tönshoff, Martin Grohe

ICML 2023 WL Meet VC Christopher Morris, Floris Geerts, Jan Tönshoff, Martin Grohe

TMLR 2023 Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing Jan Tönshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe