Pellizzoni, Paolo

6 publications

ICML 2025 Dimensionality Reduction on Complex Vector Spaces for Euclidean Distance with Dynamic Weights Simone Moretti, Paolo Pellizzoni, Francesco Silvestri

ICLR 2025 Graph Neural Networks Can (Often) Count Substructures Paolo Pellizzoni, Till Hendrik Schulz, Karsten Borgwardt

NeurIPS 2025 The Flood Complex: Large-Scale Persistent Homology on Millions of Points Florian Graf, Paolo Pellizzoni, Martin Uray, Stefan Huber, Roland Kwitt

NeurIPS 2024 On the Expressivity and Sample Complexity of Node-Individualized Graph Neural Networks Paolo Pellizzoni, Till Hendrik Schulz, Dexiong Chen, Karsten Borgwardt

ICMLW 2024 Structure- and Function-Aware Substitution Matrices via Differentiable Graph Matching Paolo Pellizzoni, Carlos Oliver, Karsten Borgwardt

ICML 2023 Fisher Information Embedding for Node and Graph Learning Dexiong Chen, Paolo Pellizzoni, Karsten Borgwardt