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Xunkai Li

FedC4: Graph Condensation Meets Client-Client Collaboration for Efficient and Private Federated Graph Learning

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Apr 19, 2025
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Towards Unbiased Federated Graph Learning: Label and Topology Perspectives

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Apr 14, 2025
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Federated Prototype Graph Learning

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Apr 13, 2025
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Toward General and Robust LLM-enhanced Text-attributed Graph Learning

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Apr 03, 2025
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GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments

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Apr 01, 2025
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Rethinking Graph Structure Learning in the Era of LLMs

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Mar 27, 2025
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ScaDyG:A New Paradigm for Large-scale Dynamic Graph Learning

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Jan 27, 2025
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Toward Effective Digraph Representation Learning: A Magnetic Adaptive Propagation based Approach

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Jan 21, 2025
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Toward Scalable Graph Unlearning: A Node Influence Maximization based Approach

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Jan 21, 2025
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OpenGU: A Comprehensive Benchmark for Graph Unlearning

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Jan 06, 2025
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