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Fabrizio Silvestri — most-cited papers & profile · Graph Learning
← authors
·
overview
Fabrizio Silvestri
15
papers ·
51
citations ·
40
h-index
Sapienza University of Rome
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Node Masking: Making Graph Neural Networks Generalize and Scale Better
2020 · 7 citations
COMBINEX: A Unified Counterfactual Explainer for Graph Neural Networks via Node Feature and Structural Perturbations
2025
Energy Guided smoothness to improve Robustness in Graph Classification
2024
Eco-Aware Graph Neural Networks for Sustainable Recommendations
2024
Link Prediction with Physics-Inspired Graph Neural Networks
2024
Top co-authors
Andrea Giuseppe Di Francesco
· 2
Maria Sofia Bucarelli
· 2
Aleksandra Piktus
· 1
Antonio Purificato
· 1
Farooq Ahmad Wani
· 1
Flavio Giorgi
· 1
Francesco Caso
· 1
Gabriele Tolomei
· 1
Gerard Goossen
· 1
Oleksandr Pryymak
· 1
Pushkar Mishra
· 1
Topics
GNN Architectures
Theory & Expressivity
Recommendation Graphs