Federico Barbero

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Message Passing

Top Venues

IEEE Symposium on Security and Privacy

Publications

Jacob Bamberger, Federico Barbero, Xiaowen Dong, Michael M. Bronstein
Bundle Neural Networks for message diffusion on graphs. CoRR (2024)
Federico Barbero, Ameya Velingker, Amin Saberi, Michael M. Bronstein, Francesco Di Giovanni
Locality-Aware Graph Rewiring in GNNs. ICLR (2024)
Federico Barbero, Andrea Banino, Steven Kapturowski, Dharshan Kumaran, João G. M. Araújo, Alex Vitvitskyi, Razvan Pascanu, Petar Velickovic
Transformers need glasses! Information over-squashing in language tasks. CoRR (2024)
Federico Barbero, Ameya Velingker, Amin Saberi, Michael M. Bronstein, Francesco Di Giovanni
Locality-Aware Graph-Rewiring in GNNs. CoRR (2023)
Francesco Di Giovanni, Lorenzo Giusti, Federico Barbero, Giulia Luise, Pietro Lio, Michael M. Bronstein
On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology. ICML (2023)
Francesco Di Giovanni, Lorenzo Giusti, Federico Barbero, Giulia Luise, Pietro Lio', Michael M. Bronstein
On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology. CoRR (2023)
Haitz Sáez de Ocáriz Borde, Anees Kazi, Federico Barbero, Pietro Liò
Latent Graph Inference using Product Manifolds. ICLR (2023)
Haitz Sáez de Ocáriz Borde, Anees Kazi, Federico Barbero, Pietro Liò
Latent Graph Inference using Product Manifolds. CoRR (2022)
Haitz Sáez de Ocáriz Borde, Federico Barbero
Graph Neural Network Expressivity and Meta-Learning for Molecular Property Regression. CoRR (2022)
Federico Barbero, Cristian Bodnar, Haitz Sáez de Ocáriz Borde, Michael M. Bronstein, Petar Velickovic, Pietro Liò
Sheaf Neural Networks with Connection Laplacians. CoRR (2022)
Federico Barbero, Feargus Pendlebury, Fabio Pierazzi, Lorenzo Cavallaro
Transcending TRANSCEND: Revisiting Malware Classification in the Presence of Concept Drift. IEEE Symposium on Security and Privacy (2022)
Federico Barbero, Cristian Bodnar, Haitz Sáez de Ocáriz Borde, Michael M. Bronstein, Petar Velickovic, Pietro Liò
Sheaf Neural Networks with Connection Laplacians. TAG-ML (2022)
Federico Barbero, Feargus Pendlebury, Fabio Pierazzi, Lorenzo Cavallaro
Transcending Transcend: Revisiting Malware Classification with Conformal Evaluation. CoRR (2020)