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 | 5 | 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 | 5 | 2022 |
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 |
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 | | 2023 |
Graph Neural Networks on heterophilous graphs: performance analysis and new architectures A Cavallo Politecnico di Torino, 2022 | | 2022 |