| 2026 | ICPR | Assessing the Visual Enumeration Abilities of Specialized Counting Architectures and Vision-Language Models. | Kuinan Hou, Jing Mi, Marco Zorzi, Lamberto Ballan, Alberto Testolin |
| 2026 | ICPR | Sequential Enumeration in Large Language Models. | Kuinan Hou, Marco Zorzi, Alberto Testolin |
| 2024 | COLING | Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies. | Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti |
| 2024 | ECAI | A Neural Rewriting System to Solve Algorithmic Problems. | Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti |
| 2024 | ICANN | Relative Local Signal Strength: The Impact of Normalization on the Analysis of Neuroimaging Data with Deep Learning. | Giovanni Donghi, Luca Pasa, Alberto Testolin, Marco Zorzi, Alessandro Sperduti, Nicol Navarin |
| 2024 | ICANN | Assessing the Emergent Symbolic Reasoning Abilities of Llama Large Language Models. | Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti |
| 2023 | NeSy | A Hybrid System for Systematic Generalization in Simple Arithmetic Problems. | Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti |
| 2022 | IJCNN | Transformers discover an elementary calculation system exploiting local attention and grid-like problem representation. | Samuel Cognolato, Alberto Testolin |
| 2020 | Mobisys | Distributed reinforcement learning for flexible UAV swarm control with transfer learning capabilities. | Federico Venturini, Federico Mason, Francesco Pase, Federico Chiariotti, Alberto Testolin, Andrea Zanella, Michele Zorzi |
| 2019 | GLOBECOM | Enabling Simulation-Based Optimization through Machine Learning: A Case Study on Antenna Design. | Paolo Testolina, Mattia Lecci, Mattia Rebato, Alberto Testolin, Jonathan Gambini, Roberto Flamini, Christian Mazzucco, Michele Zorzi |
| 2019 | IWANN | Numerosity Representation in InfoGAN: An Empirical Study. | Andrea Zanetti, Alberto Testolin, Marco Zorzi, Pawel Wawrzynski |
| 2014 | ESANN | A HMM-based pre-training approach for sequential data. | Luca Pasa, Alberto Testolin, Alessandro Sperduti |
| 2014 | WoWMoM | Cognition-based networks: Applying cognitive science to multimedia wireless networking. | Leonardo Badia, Daniele Munaretto, Alberto Testolin, Andrea Zanella, Marco Zorzi, Michele Zorzi |
| 2012 | ESANN | Assessment of sequential Boltmann machines on a lexical processing task. | Alberto Testolin, Alessandro Sperduti, Ivilin Peev Stoianov, Marco Zorzi |