Till Hendrik Schulz

According to our database, Till Hendrik Schulz authored at least 7 papers between 2018 and 2025.

Collaborative distances:

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

2025

Graph Neural Networks Can (Often) Count Substructures.

Paolo Pellizzoni, Till Hendrik Schulz, Karsten M. Borgwardt

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Learning Long Range Dependencies on Graphs via Random Walks.

Dexiong Chen, Till Hendrik Schulz, Karsten M. Borgwardt

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Utilizing Constrained Homomorphisms in the Design of Efficient Graph Kernels

Till Hendrik Schulz

PhD thesis, 2024

On the Expressivity and Sample Complexity of Node-Individualized Graph Neural Networks.

Paolo Pellizzoni, Till Hendrik Schulz, Dexiong Chen, Karsten M. Borgwardt

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

A generalized Weisfeiler-Lehman graph kernel.

Till Hendrik Schulz, Tamás Horváth, Pascal Welke, Stefan Wrobel

Mach. Learn., 2022

Graph Filtration Kernels.

Till Hendrik Schulz, Pascal Welke, Stefan Wrobel

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2018

Mining Tree Patterns with Partially Injective Homomorphisms.

Till Hendrik Schulz, Tamás Horváth, Pascal Welke, Stefan Wrobel

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018