Francesco Di Giovanni
According to our database1,
Francesco Di Giovanni
authored at least 11 papers
between 2021 and 2023.
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Bibliography
2023
Proceedings of the Topological, 2023
Proceedings of the International Conference on Machine Learning, 2023
On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology.
Proceedings of the International Conference on Machine Learning, 2023
2022
Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021