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Fabrizio Frasca — most-cited papers & profile · Graph Learning
← authors
·
overview
Fabrizio Frasca
8
papers ·
348
citations ·
12
h-index
Technion – Israel Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
SIGN: Scalable Inception Graph Neural Networks
2020 · 188 citations
Temporal Graph Networks for Deep Learning on Dynamic Graphs
2020 · 95 citations
Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting
2020 · 25 citations
Edge Directionality Improves Learning on Heterophilic Graphs
2023 · 22 citations
Graph Neural Networks for Link Prediction with Subgraph Sketching
2022 · 18 citations
On The Expressive Power of GNN Derivatives
2025
Future Directions in the Theory of Graph Machine Learning
2024
Top co-authors
Michael Bronstein
· 4
Federico Monti
· 2
Haggai Maron
· 2
Michael M. Bronstein
· 2
Christopher Morris
· 1
Derek Lim
· 1
Francesco Di Giovanni
· 1
\.Ismail \.Ilkan Ceylan
· 1
Martin Grohe
· 1
Stefanos Zafeiriou
· 1
Stephan G\"unnemann
· 1
Topics
GNN Architectures
Theory & Expressivity
Molecular & Drug
Temporal & Dynamic
Recommendation Graphs