| 2026 | PERCOM | EARL: Energy-Aware Optimization of Liquid State Machines for Pervasive AI. | Zain Iqbal, Lorenzo Valerio |
| 2026 | SmartComp | Operating Regimes of Decentralized Learning Under Mobility and Bandwidth Constraints. | Samuele Sabella, Chiara Boldrini, Lorenzo Valerio, Marco Conti, Andrea Passarella |
| 2025 | IJCNN | The Built-In Robustness of Decentralized Federated Averaging to Bad Data. | Samuele Sabella, Chiara Boldrini, Lorenzo Valerio, Andrea Passarella, Marco Conti |
| 2017 | WoWMoM | Optimal trade-off between accuracy and network cost of distributed learning in Mobile Edge Computing: An analytical approach. | Lorenzo Valerio, Andrea Passarella, Marco Conti |
| 2016 | MOBICOM | Here&now: data-centric local social interactions through opportunistic networks: demo. | Teemu Krkkinen, Paul Houghton, Lorenzo Valerio, Andrea Passarella, Jrg Ott |
| 2016 | SmartComp | Hypothesis Transfer Learning for Efficient Data Computing in Smart Cities Environments. | Lorenzo Valerio, Andrea Passarella, Marco Conti |
| 2014 | MOBICOM | Adaptive data offloading in opportunistic networks through an actor-critic learning method. | Lorenzo Valerio, Raffaele Bruno, Andrea Passarella |
| 2013 | WoWMoM | A cognitive-based solution for semantic knowledge and content dissemination in opportunistic networks. | Matteo Mordacchini, Lorenzo Valerio, Marco Conti, Andrea Passarella |
| 2013 | WoWMoM | Autonomic cognitive-based data dissemination in Opportunistic Networks. | Lorenzo Valerio, Marco Conti, Elena Pagani, Andrea Passarella |
| 2011 | IJCCI | Kinetic Morphogenesis of a Multilayer Perceptron. | Bruno Apolloni, Simone Bassis, Lorenzo Valerio |
| 2011 | IJCNN | Training a network of mobile neurons. | Bruno Apolloni, Simone Bassis, Lorenzo Valerio |