Francesco Caso

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Francesco is a third-year PhD student in Data Science at La Sapienza, University of Rome, collaborating with the University of Cambridge. His research interests revolve around networks and complex systems. He’s mainly working on multi-scale graph neural networks but he’s also interested in developing a coherent theory of overparameterized models. He holds an M.Sc. with laude in theoretical physics of complex systems from La Sapienza and a postgraduate specialisation in Data Science from the University of Florence and IMT School for Advanced Studies Lucca.

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Entropy-lens: The information signature of transformer computations

Ali, Riccardo; Caso, Francesco; Irwin, Christopher; Liò, Pietro;

2025

Link Prediction under Heterophily: A Physics-Inspired Graph Neural Network Approach

Di Francesco, Andrea Giuseppe; Caso, Francesco; Bucarelli, Maria Sofia; Silvestri, Fabrizio;

2024

Renormalized Graph Neural Networks

Caso, Francesco; Trappolini, Giovanni; Bacciu, Andrea; Liò, Pietro; Silvestri, Fabrizio;

2023

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