GHOST: Generalizable One-Shot Federated Graph Learning with Proxy-Based Topology Knowledge Retention

Jiaru Qian; Guancheng Wan; Wenke Huang; Guibin Zhang; Yuxin Wu; Bo Du; Mang Ye

2025 ICML ICML 2025

GHOST: Generalizable One-Shot Federated Graph Learning with Proxy-Based Topology Knowledge Retention

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Jiaru Qian, Guancheng Wan, Wenke Huang, Guibin Zhang, Yuxin Wu, Bo Du, Mang Ye

Topics

Artificial Intelligence > Learning Paradigms > Few-Shot Learning Machine Learning > Application Areas > Efficient Computing Deep Learning > Architectures > Graph Neural Networks

Keywords

catastrophic forgetting federated graph learning proxy model global model one-shot topological knowledge

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