DILEO, MANUEL
DILEO, MANUEL
Dipartimento di Informatica Giovanni Degli Antoni
MACHINE LEARNING FOR TEMPORAL HETEROGENEOUS GRAPHS: PREDICTIVE METHODS, INTERPRETABILITY AND APPLICATIONS.
2025 M. Dileo
Evaluating explainability techniques on discrete-time graph neural networks
2025 M. Dileo, M. Zignani, S. Gaito
User migration in blockchain-based online social networks through the lens of temporal node representation shift
2025 M. Dileo, M. Zignani
Network Science Meets AI: A Converging Frontier
2025 M. Zignani, F.D. Malliaros, I. Scholtes, R. Interdonato, M. Dileo
Enhancing neural link predictors for temporal knowledge graphs with temporal regularisers
2025 M. Dileo, P. Minervini, M. Zignani, S. Gaito
DNN-Controlled Multi-Technology Platooning
2025 C. Quadri, M. Dileo, V. Mancuso, M.A. Marsan
Discrete-time graph neural networks for transaction prediction in Web3 social platforms
2024 M. Dileo, M. Zignani
Network-wide shocking events through the lens of node representation shift
2024 M. Dileo, M. Zignani
Graph Machine Learning for Fast Product Development from Formulation Trials
2024 M. Dileo, R. Olmeda, M. Pindaro, M. Zignani
Link prediction heuristics for temporal graph benchmark
2024 M. Dileo, M. Zignani
Analyzing user migration in blockchain online social networks through network structure and discussion topics of communities on multilayer networks
2024 C.T. Ba, M. Dileo, A. Galdeman, M. Zignani, S. Gaito
A Semi-Automatic Approach for feeding Bio-Medical KGs
2023 S. Bonfitto, M. Dileo, E. Casiraghi, S.T. Gaito, G. Valentini, M. Mesiti
User migration prediction in blockchain socioeconomic networks using graph neural networks
2023 C.T. Ba, A. Galdeman, M. Dileo, M. Zignani, S. Gaito
Temporal graph learning for dynamic link prediction with text in online social networks
2023 M. Dileo, M. Zignani, S. Gaito
Web3 Social Platforms: Modeling, Mining and Evolution
2022 C.T. Ba, A. Galdeman, M. Dileo, C. Quadri, M. Zignani, S. Gaito
Link Prediction with Text in Online Social Networks: The Role of Textual Content on High-Resolution Temporal Data
2022 M. Dileo, C.T. Ba, M. Zignani, S. Gaito