| 2026 | Mobisys | Edge-Intelligence for Environmental Anomaly Detection: Transitioning from Traditional Deep Learning to Reservoir Computing. | Nima Ghaffarzadeh, Matteo Mendula, Marco Miozzo, Ral Parada, Paolo Dini |
| 2026 | PERCOM | Degradation of Feature Space in Continual Learning. | Chiara Lanza, Roberto M. Pinheiro Pereira, Marco Miozzo, Eduard Angelats, Paolo Dini |
| 2025 | IJCNN | Reservoir Computing in Real-World Environments: Optimizing the Cost of Offline and Online Training. | Matteo Mendula, Marco Miozzo, Paolo Dini |
| 2025 | INFOCOM | Enhancing 5G O-RAN Communication Efficiency Through AI-Based Latency Forecasting. | Ral Parada, Ebrahim Abu-Helalah, Jordi Serra, Anton Aguilar, Paolo Dini |
| 2023 | DASC | Fully Decentralized Client Selection for Energy-Efficient Federated Learning. | Elia Guerra, Marco Miozzo, Paolo Dini |
| 2023 | NetSoft | On the Decentralization of Blockchain-enabled Asynchronous Federated Learning. | Francesc Wilhelmi, Elia Guerra, Paolo Dini |
| 2022 | GLOBECOM | Misbehavior Detection in Vehicular Networks: An Ensemble Learning Approach. | Roshan Sedar, Charalampos Kalalas, Paolo Dini, Jesus Alonso-Zarate, Francisco Vzquez Gallego |
| 2021 | VTC | User mobility inference and clustering through LTE PDCCH data analysis. | Pau Batlle Franch, Antoni Josep Eritja Olivella, Ramn Mara Garca Alarcia, Paolo Dini |
| 2020 | ICASSP | Modeling the Environment in Deep Reinforcement Learning: The Case of Energy Harvesting Base Stations. | Nicola Piovesan, Marco Miozzo, Paolo Dini |
| 2020 | PIMRC | Recurrent Neural Networks for Handover Management in Next-Generation Self-Organized Networks. | Zoraze Ali, Marco Miozzo, Lorenza Giupponi, Paolo Dini, Stojan Z. Denic, Stavroula Vassaki |
| 2019 | GLOBECOM | Optimized Wake-Up Scheme with Bounded Delay for Energy-Efficient MTC. | Soheil Rostami, Sandra Lagn, Mrio Costa, Paolo Dini, Mikko Valkama |
| 2019 | SECON | Urban Anomaly Detection by processing Mobile Traffic Traces with LSTM Neural Networks. | Hoang Duy Trinh, Lorenza Giupponi, Paolo Dini |
| 2018 | PIMRC | Unsupervised Learning of Representations from Solar Energy Data. | Nicola Piovesan, Paolo Dini |
| 2018 | PIMRC | Dynamic Functional Split Selection in Energy Harvesting Virtual Small Cells Using Temporal Difference Learning. | Dagnachew Azene Temesgene, Marco Miozzo, Paolo Dini |
| 2018 | PIMRC | Mobile Traffic Prediction from Raw Data Using LSTM Networks. | Hoang Duy Trinh, Lorenza Giupponi, Paolo Dini |
| 2018 | VTC | Layered Learning Radio Resource Management for Energy Harvesting Small Base Stations. | Marco Miozzo, Paolo Dini |
| 2018 | VTC | Optimal Placement of Baseband Functions for Energy Harvesting Virtual Small Cells. | Dagnachew Azene Temesgene, Nicola Piovesan, Marco Miozzo, Paolo Dini |
| 2018 | WCNC | Optimal direct load control of renewable powered small cells: Performance evaluation and bounds. | Nicola Piovesan, Marco Miozzo, Paolo Dini |
| 2017 | PIMRC | Analysis and modeling of mobile traffic using real traces. | Hoang Duy Trinh, Nicola Bui, Joerg Widmer, Lorenza Giupponi, Paolo Dini |
| 2017 | WCNC | Switch-On/Off Policies for Energy Harvesting Small Cells through Distributed Q-Learning. | Marco Miozzo, Lorenza Giupponi, Michele Rossi, Paolo Dini |
| 2016 | MSWIM | Backhaul Routing and Base Station Sleep Mode Engagement in Energy Harvesting Cellular Networks. | Jorge Baranda, Marco Miozzo, Paolo Dini, Jos Nez-Martnez, Josep Mangues-Bafalluy |
| 2013 | WCNC | Inter-packet encoding to minimize data block transfer delay in multipath communications. | Paolo Dini, Jaume Nin-Guerrero, Nicola Baldo, S. Addeppalli |
| 2011 | GLOBECOM | A supervised learning approach to cognitive access point selection. | Biljana Bojovic, Nicola Baldo, Jaume Nin-Guerrero, Paolo Dini |
| 2010 | VTC | Interworking Scheme Using Optimized SIP Mobility for MultiHomed Mobile Nodes in Wireless Heterogeneous Networks. | Paolo Dini, Jaume Nin-Guerrero, Josep Mangues-Bafalluy, Lillian L. Dai, Sateesh Addepalli |
| 2009 | CEC | Distributed online evolution: An algebraic problem? | Daniel Schreckling, Paolo Dini |
| 2009 | TridentCom | A real-time cellular system architecture to experiment with UMTS/HSDPA in a laboratory. | Paolo Dini, Marc Portoles-Comeras, Josep Mangues-Bafalluy, Lillian L. Dai, Sateesh Addepalli |
| 2008 | WoWMoM | A reconfigurable framework for experimental analysis of single and multi hop WLANs. | Paolo Dini, Marc Portoles-Comeras, Oriol Font-Bach, Manuel Requena-Esteso, Josep Mangues-Bafalluy |
| 2005 | EUSFLAT | A Fuzzy Logic Approach to Solve Call Admission Control Issues in CDMA Systems. | Paolo Dini, Roberto Cusani |
| 2005 | PIMRC | Connection Admission Control Issues for a CDMA Return Link in the Aeronautical Broadband Communication System. | Paolo Dini, Filippo M. Signoretti, Roberto Cusani |
| 2004 | PIMRC | Design and performance evaluation of packet scheduler algorithms for video traffic in the high speed downlink packet access. | Pasquale Falconio, Paolo Dini |