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Francesco Di Giovanni

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

6

Venues

2

Active years

2022–2025

Best venue rank

A*

Where they publish

Papers

6 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLRUnderstanding Virtual Nodes: Oversquashing and Node Heterogeneity.Joshua Southern, Francesco Di Giovanni, Michael M. Bronstein, Johannes F. Lutzeyer
2025ICMLA General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition.Nian Liu, Xiaoxin He, Thomas Laurent, Francesco Di Giovanni, Michael M. Bronstein, Xavier Bresson
2024ICLRLocality-Aware Graph Rewiring in GNNs.Federico Barbero, Ameya Velingker, Amin Saberi, Michael M. Bronstein, Francesco Di Giovanni
2023ICMLOn Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology.Francesco Di Giovanni, Lorenzo Giusti, Federico Barbero, Giulia Luise, Pietro Lio, Michael M. Bronstein
2023ICMLDRew: Dynamically Rewired Message Passing with Delay.Benjamin Gutteridge, Xiaowen Dong, Michael M. Bronstein, Francesco Di Giovanni
2022ICLRUnderstanding over-squashing and bottlenecks on graphs via curvature.Jake Topping, Francesco Di Giovanni, Benjamin Paul Chamberlain, Xiaowen Dong, Michael M. Bronstein