GATSY: Graph Attention Network for Music Artist Similarity. - Andrea Giuseppe Di Francesco; Giuliano Giampietro; Indro Spinelli; Danilo Comminiello (CoRR, 2023)

Link Prediction under Heterophily: A Physics-Inspired Graph Neural Network Approach. - Andrea Giuseppe Di Francesco; Francesco Caso; Maria Sofia Bucarelli; Fabrizio Silvestri (CoRR, 2024)

Graph Neural Re-Ranking via Corpus Graph. - Andrea Giuseppe Di Francesco; Christian Giannetti; Nicola Tonellotto; Fabrizio Silvestri (CoRR, 2024)

Robustness of Graph Classification: failure modes, causes, and noise-resistant loss in Graph Neural Networks. - Farooq Ahmad Wani; Maria Sofia Bucarelli; Andrea Giuseppe Di Francesco; Oleksandr Pryymak; Fabrizio Silvestri (CoRR, 2024)

Early-Exit Graph Neural Networks. - Andrea Giuseppe Di Francesco; Maria Sofia Bucarelli; Franco Maria Nardini; Raffaele Perego 001; Nicola Tonellotto; Fabrizio Silvestri (CoRR, 2025)