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Luana Ruiz

Graph Sampling for Scalable and Expressive Graph Neural Networks on Homophilic Graphs

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Oct 22, 2024
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Reply to 'Comments on Graphon Signal Processing' [arXiv:2310.14683]

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Jan 05, 2024
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A Poincaré Inequality and Consistency Results for Signal Sampling on Large Graphs

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Nov 17, 2023
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A Local Graph Limits Perspective on Sampling-Based GNNs

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Oct 17, 2023
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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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Graph Neural Tangent Kernel: Convergence on Large Graphs

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Jan 25, 2023
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Convolutional Filtering on Sampled Manifolds

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Nov 20, 2022
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Graph Neural Networks for Community Detection on Sparse Graphs

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Nov 10, 2022
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Training Graph Neural Networks on Growing Stochastic Graphs

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Oct 27, 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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