Di Lorenzo, Paolo

4 publications

ICML 2025 Causal Abstraction Learning Based on the Semantic Embedding Principle Gabriele D’Acunto, Fabio Massimo Zennaro, Yorgos Felekis, Paolo Di Lorenzo

ICLR 2024 From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module Claudio Battiloro, Indro Spinelli, Lev Telyatnikov, Michael M. Bronstein, Simone Scardapane, Paolo Di Lorenzo

ICML 2024 Position: Topological Deep Learning Is the New Frontier for Relational Learning Theodore Papamarkou, Tolga Birdal, Michael M. Bronstein, Gunnar E. Carlsson, Justin Curry, Yue Gao, Mustafa Hajij, Roland Kwitt, Pietro Lio, Paolo Di Lorenzo, Vasileios Maroulas, Nina Miolane, Farzana Nasrin, Karthikeyan Natesan Ramamurthy, Bastian Rieck, Simone Scardapane, Michael T Schaub, Petar Veličković, Bei Wang, Yusu Wang, Guowei Wei, Ghada Zamzmi

TMLR 2023 Multiscale Causal Structure Learning Gabriele D'Acunto, Paolo Di Lorenzo, Sergio Barbarossa