Conferences
Andrea Giuseppe Di Francesco, Francesco Caso, Maria Sofia Bucarelli, and Fabrizio Silvestri. Link Prediction with Physics-Inspired Graph Neural Networks (2025) [arXiv:2402.14802].
Andrea Giuseppe Di Francesco, Giuliano Giampietro, Indro Spinelli, and Danilo Comminiello. GATSY: Graph Attention Network for Music Artist Similarity (2025) [arXiv:2311.00635].
Farooq Ahmad Wani, Maria Sofia Bucarelli, Giulia Di Teodoro, and Andrea Giuseppe Di Francesco . IJCNN 2025 Competition: Learning with Noisy Graph Labels (2025) [ResearchGate].
Workshops
Andrea Giuseppe Di Francesco, Andrea Rubbi, Pietro Liò. Retrieval-augmented generation for predicting cellular responses to gene perturbation (2026) [arXiv:2603.07233].
Andrea Rubbi, Andrea Giuseppe Di Francesco, Mohammad Lotfollahi, Pietro Liò. A Standardized Framework For Evaluating Gene Expression Generative Models (2026) [arXiv:11244].
Journals
Preprints
Andrea Giuseppe Di Francesco, Maria Sofia Bucarelli, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Fabrizio Silvestri. 'Early-Exit Graph Neural Networks' (2025) [arXiv:2505.18088].
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].