conftrace_

Paolo Pellizzoni

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (2) ICLR (1) NIPS (1)

Top co-authors

Karsten Borgwardt (3) Dexiong Chen (2) Till Hendrik Schulz (2) Simone Moretti (1) Francesco Silvestri (1)

Keywords

graph neural network (2) manifold learning (1) attention mechanism (1) vc dimension (1) fisher information (1) node embedding (1) graph attention network (1) statistical manifold (1) weisfeiler-leman test (1) subgraph isomorphism (1) representation learning (1) node individualization (1)

Papers

Graph Neural Networks Can (Often) Count Substructures ICLR 2025 Dimensionality Reduction on Complex Vector Spaces for Euclidean Distance with Dynamic Weights ICML 2025 On the Expressivity and Sample Complexity of Node-Individualized Graph Neural Networks NIPS 2024 Fisher Information Embedding for Node and Graph Learning ICML 2023