Paolo Pellizzoni
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
graph neural network
(3)
subgraph isomorphism
(2)
manifold learning
(1)
attention mechanism
(1)
graph representation learning
(1)
vc dimension
(1)
fisher information
(1)
message passing
(1)
concentration inequalities
(1)
node embedding
(1)
graph attention network
(1)
statistical manifold
(1)
weisfeiler-leman test
(1)
johnson-lindenstrauss lemma
(1)
substructure counting
(1)
complex vector space
(1)
node individualization
(1)
rademacher chaos
(1)
dimensionality reduction
(1)
weighted euclidean norm
(1)
Papers
Dimensionality Reduction on Complex Vector Spaces for Euclidean Distance with Dynamic Weights
ICML 2025
Graph Neural Networks Can (Often) Count Substructures
ICLR 2025
On the Expressivity and Sample Complexity of Node-Individualized Graph Neural Networks
NeurIPS 2024
Fisher Information Embedding for Node and Graph Learning
ICML 2023