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Zhiyang Wang

Generalization of Geometric Graph Neural Networks

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Sep 08, 2024
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Generalization of Graph Neural Networks is Robust to Model Mismatch

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Aug 25, 2024
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A Manifold Perspective on the Statistical Generalization of Graph Neural Networks

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Jun 07, 2024
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Geometric Graph Filters and Neural Networks: Limit Properties and Discriminability Trade-offs

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May 29, 2023
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Tangent Bundle Convolutional Learning: from Manifolds to Cellular Sheaves and Back

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Mar 20, 2023
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Graphon Pooling for Reducing Dimensionality of Signals and Convolutional Operators on Graphs

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Dec 15, 2022
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Convolutional Filtering on Sampled Manifolds

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Nov 20, 2022
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Tangent Bundle Filters and Neural Networks: from Manifolds to Cellular Sheaves and Back

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Nov 18, 2022
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Convolutional Neural Networks on Manifolds: From Graphs and Back

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Oct 01, 2022
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Stability of Aggregation Graph Neural Networks

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Jul 08, 2022
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