| 2026 | ESANN | Learning and Reasoning on Knowledge and Heterogeneous Graphs in the era of Graph Foundation and Large Language Models. | Matteo Zignani, Pasquale Minervini, Roberto Interdonato, Manuel Dileo |
| 2025 | DSAA | A discrete-time deep learning framework for temporal heterogeneous networks forecasting. | Manuel Dileo, Matteo Zignani, Sabrina Gaito |
| 2025 | ESANN | Enhancing neural link predictors for temporal knowledge graphs with temporal regularisers. | Manuel Dileo, Pasquale Minervini, Matteo Zignani, Sabrina Gaito |
| 2025 | ESANN | Network Science Meets AI: A Converging Frontier. | Matteo Zignani, Fragkiskos D. Malliaros, Ingo Scholtes, Roberto Interdonato, Manuel Dileo |
| 2024 | DIS | Network-wide shocking events through the lens of node representation shift. | Manuel Dileo, Matteo Zignani |
| 2024 | DIS | Graph evolution rules for node temporal behavior representation. | Alessia Galdeman, Matteo Zignani, Christian Quadri, Sabrina Gaito |
| 2024 | ESANN | Link prediction heuristics for temporal graph benchmark. | Manuel Dileo, Matteo Zignani |
| 2024 | ICLR | Can Graph Neural Networks learn node-level structural features? | Manuel Dileo, Matteo Zignani |
| 2023 | DSAA | Unfolding temporal networks through statistically significant graph evolution rules. | Alessia Galdeman, Matteo Zignani, Sabrina Gaito |
| 2022 | DIS | 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 |
| 2022 | DSAA | Disentangling the Growth of Blockchain-based Networks by Graph Evolution Rule Mining. | Alessia Galdeman, Matteo Zignani, Sabrina Gaito |
| 2022 | PERCOM | The role of groups in a user migration across blockchain-based online social media. | Cheick Tidiane Ba, Matteo Zignani, Sabrina Gaito |
| 2021 | DSAA | A Multilayer Network Perspective on Customer Segmentation Through Cashless Payment Data. | Alessia Galdeman, Cheick Tidiane Ba, Matteo Zignani, Sabrina Gaito |
| 2019 | INFOCOM | The Footprints of a "Mastodon": How a Decentralized Architecture Influences Online Social Relationships. | Matteo Zignani, Christian Quadri, Sabrina Gaito, Hocine Cherifi, Gian Paolo Rossi |
| 2019 | ICWSM | Mastodon Content Warnings: Inappropriate Contents in a Microblogging Platform. | Matteo Zignani, Christian Quadri, Alessia Galdeman, Sabrina Gaito, Gian Paolo Rossi |
| 2018 | DSAA | On Non-Routine Places in Urban Human Mobility. | Christian Quadri, Matteo Zignani, Sabrina Gaito, Gian Paolo Rossi |
| 2018 | ICWSM | Follow the "Mastodon": Structure and Evolution of a Decentralized Online Social Network. | Matteo Zignani, Sabrina Gaito, Gian Paolo Rossi |
| 2018 | SmartComp | Gathering Behavior of Groups of People in a City. | Christian Quadri, Matteo Zignani, Sabrina Gaito, Gian Paolo Rossi |
| 2017 | DSAA | News Consumption during the Italian Referendum: A Cross-Platform Analysis on Facebook and Twitter. | Michela Del Vicario, Sabrina Gaito, Walter Quattrociocchi, Matteo Zignani, Fabiana Zollo |
| 2016 | Networking | Clique-aware mobile social clouds. | Christian Quadri, Matteo Zignani, Sabrina Gaito, Gian Paolo Rossi |
| 2016 | WWW | Predicting the Link Strength of "Newborn" Links. | Matteo Zignani, Sabrina Gaito, Gian Paolo Rossi |
| 2016 | SAC | Impact of offline events on online link creation: a case study on events advertised on Facebook. | Azadeh Esfandyari, Matteo Zignani, Sabrina Gaito, Gian Paolo Rossi |
| 2014 | ICWSM | Link and Triadic Closure Delay: Temporal Metrics for Social Network Dynamics. | Matteo Zignani, Sabrina Gaito, Gian Paolo Rossi, Xiaohan Zhao, Haitao Zheng, Ben Y. Zhao |
| 2014 | PERCOM | On the key features in human mobility: Relevance, time and distance. | Matteo Zignani, Michela Papandrea, Sabrina Gaito, Silvia Giordano, Gian Paolo Rossi |
| 2013 | KDD | Modelling political disaffection from Twitter data. | Corrado Monti, Alessandro Rozza, Giovanni Zappella, Matteo Zignani, Adam Arvidsson, Elanor Colleoni |
| 2013 | PERCOM | How many places do you visit a day? | Michela Papandrea, Matteo Zignani, Sabrina Gaito, Silvia Giordano, Gian Paolo Rossi |
| 2011 | WoWMoM | Human mobility model based on time-varying bipartite graph. | Matteo Zignani |