Jan Tönshoff

According to our database, Jan Tönshoff authored at least 12 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Where Did the Gap Go? Reassessing the Long-Range Graph Benchmark.

Jan Tönshoff, Martin Ritzert, Eran Rosenbluth, Martin Grohe

Trans. Mach. Learn. Res., 2024

Distinguished In Uniform: Self-Attention Vs. Virtual Nodes.

Eran Rosenbluth, Jan Tönshoff, Martin Ritzert, Berke Kisin, Martin Grohe

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing.

Jan Tönshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe

Trans. Mach. Learn. Res., 2023

One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction.

Jan Tönshoff, Berke Kisin, Jakob Lindner, Martin Grohe

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Some Might Say All You Need Is Sum.

Eran Rosenbluth, Jan Tönshoff, Martin Grohe

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

WL meet VC.

Christopher Morris, Floris Geerts, Jan Tönshoff, Martin Grohe

Proceedings of the International Conference on Machine Learning, 2023

Stable Tuple Embeddings for Dynamic Databases.

Jan Tönshoff, Neta Friedman, Martin Grohe, Benny Kimelfeld

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Selecting Walk Schemes for Database Embedding.

Yuval Lev Lubarsky, Jan Tönshoff, Martin Grohe, Benny Kimelfeld

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2021

Dynamic Database Embeddings with FoRWaRD.

Jan Tönshoff, Neta Friedman, Martin Grohe, Benny Kimelfeld

CoRR, 2021

Graph Learning with 1D Convolutions on Random Walks.

Jan Tönshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe

CoRR, 2021

2020

Graph Neural Networks for Maximum Constraint Satisfaction.

Jan Tönshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe

Frontiers Artif. Intell., 2020

2019

RUN-CSP: Unsupervised Learning of Message Passing Networks for Binary Constraint Satisfaction Problems.

Jan Tönshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe

CoRR, 2019