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Jia-Hao Jiang

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#machine learning Preprint Nov 2026

One-Shot Federated Graph Learning via High-Fidelity Proxies and Transferability-Guided Collaboration

FedHFT is proposed, an effective One-Shot Personalized Federated Graph Learning (OPFGL) framework that addresses this bottleneck from two perspectives, namely High-Fidelity Knowledge Externalization and Transferability-Ware Knowledge Integration.

Jia-Hao Jiang, Zi-Han Tan, Wen-Ke Huang et al. · 0 citations