Vincenzo Lomonaco Editor & Author

Vincenzo Lomonaco is an Associate Professor at Luiss Guido Carli University, where he leads the COLLAGE Lab. His research focuses on AI agents that continually learn over time. In this area, he has published over 80 papers in leading conferences and journals and secured over €2 million in funding. Luigi Quarantiello is a Ph.D. candidate in the Italian National Ph.D. Program in Artificial Intelligence at the University of Pisa. He is a member of the COLLAGE lab and of the CIML group, focusing on adapting foundation models efficiently for evolving, real-world deployment scenarios. Antonio Carta is an Assistant Professor at the University of Pisa and a member of the Pervasive AI Lab. His research is focused on continual learning in rehearsal free and distributed settings. He is also the lead maintainer of Avalanche, an open-source continual learning library developed by ContinualAI. Andrea Cossu is an Assistant Professor at the University of Pisa. His research revolves around deep continual learning. Andrea was Board Member and Treasurer of ContinualAI, a non-profit organization on continual learning. He is one of the maintainers of the Avalanche library.