معرفی
Davide Bacciu is a Professor at the University of Pisa, associated with the Department of Computer Science within the School of Engineering. His research focuses on advancing artificial intelligence, particularly in deep learning for graphs, continual learning, and neural networks. He leads projects such as TEACHING (Trustworthy autonomous cyber-physical applications) and CLaaS (Continual-Learning-as-a-Service), emphasizing human-centered AI and edge computing solutions. His work bridges theoretical advancements with practical applications in robotics, healthcare, and smart systems.
Key research interests include graph representation learning, federated learning, and generative models. He has contributed to frameworks like PyDGN for graph deep learning and Avalanche for continual learning. His interdisciplinary projects involve collaborations with institutions like the University of Trento and the Institute for Bioengineering of Catalonia.
Publications reflect his expertise in domains like molecular property optimization, causal inference, and swarm intelligence. He has advised on grants related to edge computing, autonomous systems, and human-AI collaboration. His work is disseminated through top venues such as AAAI, ICLR, and IEEE Transactions.
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