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Andrea Giuseppe Di Francesco
Hi! I am a second year PhD student in Data Science at Sapienza University of Rome in the Department of Computer, Control and Management Engineering and an active member of the RSTless group. My work as a PhD student is supervised by Professor Fabrizio Silvestri and is also in collaboration with ISTI-CNR, the largest CNR institute for Computer Science. My research interests comprise Graph Neural Networks and Physics-Informed Neural Networks. My work primarily focuses on the development of novel techniques that enhance the expressiveness, interpretability, and efficiency of Neural Networks. Prior to this, i completed a MSc in Artificial Intelligence and Robotics (LM-32), and i hold a BSc in Management Engineering (L-8), both at Sapienza University of Rome.
Robustness of Graph Classification: failure modes, causes, and noise-resistant loss in Graph Neural Networks
Wani, Farooq Ahmad; Bucarelli, Maria Sofia; Di Francesco, Andrea Giuseppe; Pryymak, Oleksandr; Silvestri, Fabrizio;
2024
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