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Ningyuan Huang

Understanding Input Selectivity in Mamba: Impact on Approximation Power, Memorization, and Associative Recall Capacity

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Jun 13, 2025
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CAO-RONet: A Robust 4D Radar Odometry with Exploring More Information from Low-Quality Points

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Mar 03, 2025
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Learning functions on symmetric matrices and point clouds via lightweight invariant features

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May 15, 2024
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Approximately Equivariant Graph Networks

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Sep 03, 2023
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Fine-grained Expressivity of Graph Neural Networks

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Jun 06, 2023
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Graph Neural Networks for Community Detection on Sparse Graphs

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Nov 10, 2022
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Deep Learning is Provably Robust to Symmetric Label Noise

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Oct 26, 2022
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From Local to Global: Spectral-Inspired Graph Neural Networks

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Sep 24, 2022
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Endowing Language Models with Multimodal Knowledge Graph Representations

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Jun 27, 2022
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Deep Learning with Label Noise: A Hierarchical Approach

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May 28, 2022
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