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Alessio Gravina

Information propagation dynamics in Deep Graph Networks

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Oct 15, 2024
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Long Range Propagation on Continuous-Time Dynamic Graphs

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Jun 04, 2024
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Injecting Hamiltonian Architectural Bias into Deep Graph Networks for Long-Range Propagation

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May 27, 2024
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Tackling Graph Oversquashing by Global and Local Non-Dissipativity

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May 02, 2024
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Temporal Graph ODEs for Irregularly-Sampled Time Series

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Apr 30, 2024
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Deep learning for dynamic graphs: models and benchmarks

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Jul 12, 2023
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Anti-Symmetric DGN: a stable architecture for Deep Graph Networks

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Oct 18, 2022
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