Publications

Preprints

• Farooq Ahmad Wani, Maria Sofia Bucarelli, Andrea Giuseppe Di Francesco, Oleksandr Pryymak, Fabrizio Silvestri. 'Robustness of Graph Classification: failure modes, causes, and noise-resistant loss in Graph Neural Networks' (2024) [arXiv:2412.08419].

• Andrea Giuseppe Di Francesco, Christian Maria Giannetti, Nicola Tonellotto and Fabrizio Silvestri. 'Graph Neural Re-Ranking via Corpus Graph' (2024) [arXiv:2406.11720].

• Andrea Giuseppe Di Francesco, Francesco Caso, Maria Sofia Bucarelli, and Fabrizio Silvestri. 'Link Prediction under Heterophily: A Physics-Inspired Graph Neural Network Approach' (2024) [arXiv:2402.14802].

• Andrea Giuseppe Di Francesco, Giuliano Giampietro, Indro Spinelli, and Danilo Comminiello. 'GATSY: Graph Attention Network for Music Artist Similarity' (2023) [arXiv:2311.00635].

Conferences

Journals