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Rui Xue

H$^3$GNNs: Harmonizing Heterophily and Homophily in GNNs via Joint Structural Node Encoding and Self-Supervised Learning

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Apr 16, 2025
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Haste Makes Waste: A Simple Approach for Scaling Graph Neural Networks

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Oct 07, 2024
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Linear-Time Graph Neural Networks for Scalable Recommendations

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Feb 21, 2024
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Efficient Large Language Models Fine-Tuning On Graphs

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Dec 07, 2023
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LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation

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Feb 03, 2023
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