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Andrea Cavallo

Graph-Aware Diffusion for Signal Generation

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Oct 06, 2025
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Precision Neural Networks: Joint Graph And Relational Learning

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Sep 18, 2025
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CoVariance Filters and Neural Networks over Hilbert Spaces

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Sep 16, 2025
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Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding

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May 23, 2025
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Sparse Covariance Neural Networks

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Oct 02, 2024
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Spatiotemporal Covariance Neural Networks

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Sep 16, 2024
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Fair CoVariance Neural Networks

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Sep 13, 2024
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Higher-Order Topological Directionality and Directed Simplicial Neural Networks

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Sep 12, 2024
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ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain

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Sep 08, 2024
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GCNH: A Simple Method For Representation Learning On Heterophilous Graphs

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Apr 21, 2023
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