| GCNH: A simple method for representation learning on heterophilous graphs A Cavallo, C Grohnfeldt, M Russo, G Lovisotto, L Vassio 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | 10 | 2023 |
| 2-hop neighbor class similarity (2ncs): A graph structural metric indicative of graph neural network performance A Cavallo, C Grohnfeldt, M Russo, G Lovisotto, L Vassio arXiv preprint arXiv:2212.13202, 2022 | 10 | 2022 |
| Exploring Temporal GNN Embeddings for Darknet Traffic Analysis L Gioacchini, A Cavallo, M Mellia, L Vassio Proceedings of the 2nd on Graph Neural Networking Workshop 2023, 31-36, 2023 | 3 | 2023 |
| Spatiotemporal Covariance Neural Networks A Cavallo, M Sabbaqi, E Isufi Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024 | 1 | 2024 |
| Fair CoVariance Neural Networks A Cavallo, M Navarro, S Segarra, E Isufi arXiv preprint arXiv:2409.08558, 2024 | | 2024 |
| Higher-Order Topological Directionality and Directed Simplicial Neural Networks M Lecha, A Cavallo, F Dominici, E Isufi, C Battiloro arXiv preprint arXiv:2409.08389, 2024 | | 2024 |
| ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain G Bernárdez, L Telyatnikov, M Montagna, F Baccini, M Papillon, ... arXiv preprint arXiv:2409.05211, 2024 | | 2024 |
| An innovative artificial intelligence-based method to compress complex models into explainable, model-agnostic and reduced decision support systems with application to … K Kassem, M Sperti, A Cavallo, AM Vergani, D Fassino, M Moz, A Liscio, ... Artificial Intelligence in Medicine 151, 102841, 2024 | | 2024 |
| Graph Neural Networks on heterophilous graphs: performance analysis and new architectures A Cavallo Politecnico di Torino, 2022 | | 2022 |
Luca VassioAssistant Professor at Politecnico di TorinoVerified email at polito.it
