Pubblicazioni

Extracting the Multiscale Causal Backbone of Brain Dynamics

2024 - Proceedings of Machine Learning Research

D'Acunto, Gabriele; Bonchi, Francesco; De Francisci Morales, Gianmarco; Petri, Giovanni

Consistent Submodular Maximization

2024 - Proceedings of Machine Learning Research

Dutting, P.; Fusco, F.; Lattanzi, S.; Norouzi-Fard, A.; Zadimoghaddam, M.

Watermarks in the Sand: Impossibility of Strong Watermarking for Language Models

2024 - Proceedings of Machine Learning Research

Zhang, H.; Edelman, B. L.; Francati, D.; Venturi, D.; Ateniese, G.; Barak, B.

Position: Topological Deep Learning is the New Frontier for Relational Learning

2024 - Proceedings of Machine Learning Research

Papamarkou, T.; Birdal, T.; Bronstein, M.; Carlsson, G.; Curry, J.; Gao, Y.; Hajij, M.; Kwitt, R.; Lio, P.; Di Lorenzo, P.; Maroulas, V.; Miolane, N.; Nasrin, F.; Ramamurthy, K. N.; Rieck, B.; Scardapane, S.; Schaub, M. T.; Velickovic, P.; Wang, B.; Wang, Y.; Wei, G. -W.; Zamzmi, G.

How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing

2024 - Proceedings of Machine Learning Research

Huang, K.; Wang, Y. G.; Li, M.; Lio, P.