Link Prediction with Text in Online Social Networks: The Role of Textual Content on High-Resolution Temporal Data. - Manuel Dileo; Cheick Tidiane Ba; Matteo Zignani; Sabrina Gaito (DS, 2022)

Web3 Social Platforms: Modeling, Mining and Evolution. - Cheick Tidiane Ba; Alessia Galdeman; Manuel Dileo; Christian Quadri; Matteo Zignani; Sabrina Gaito (itaDATA, 2022)

User migration prediction in blockchain socioeconomic networks using graph neural networks. - Cheick Tidiane Ba; Alessia Galdeman; Manuel Dileo; Matteo Zignani; Sabrina Gaito (GoodIT, 2023)

Temporal Smoothness Regularisers for Neural Link Predictors. - Manuel Dileo; Pasquale Minervini; Matteo Zignani; Sabrina Gaito (CoRR, 2023)

DURENDAL: Graph deep learning framework for temporal heterogeneous networks. - Manuel Dileo; Matteo Zignani; Sabrina Gaito (CoRR, 2023)

Network-wide shocking events through the lens of node representation shift. - Manuel Dileo; Matteo Zignani (DS (LB), 2024)

Link prediction heuristics for temporal graph benchmark. - Manuel Dileo; Matteo Zignani (ESANN, 2024)

Can Graph Neural Networks learn node-level structural features? - Manuel Dileo; Matteo Zignani (Tiny Papers @ ICLR, 2024)

Graph Machine Learning for Fast Product Development from Formulation Trials. - Manuel Dileo; Raffaele Olmeda; Margherita Pindaro; Matteo Zignani (ECML/PKDD (9), 2024)

Temporal graph learning for dynamic link prediction with text in online social networks. - Manuel Dileo; Matteo Zignani; Sabrina Gaito (Mach. Learn., 2024)

Discrete-time graph neural networks for transaction prediction in Web3 social platforms. - Manuel Dileo; Matteo Zignani (Mach. Learn., 2024)

DNN-Controlled Multi-Technology Platooning. - Christian Quadri; Manuel Dileo; Vincenzo Mancuso; Marco Ajmone Marsan (VNC, 2025)

Evaluating explainability techniques on discrete-time graph neural networks. - Manuel Dileo; Matteo Zignani; Sabrina Gaito (Trans. Mach. Learn. Res., 2025)

Analyzing User Migration in Blockchain Online Social Networks through Network Structure and Discussion Topics of Communities on Multilayer Networks. - Cheick Tidiane Ba; Manuel Dileo; Alessia Galdeman; Matteo Zignani; Sabrina Gaito (Distributed Ledger Technol. Res. Pract., 2025)