FedGOG: Federated Graph Out-of-Distribution Generalization with Diffusion Data Exploration and Latent Embedding Decorrelation

Pengyang Zhou, Chaochao Chen 0001, Weiming Liu 0005, Xinting Liao, Wenkai Shen, Jiahe Xu 0003, Zhihui Fu, Jun Wang 0020, Wu Wen, Xiaolin Zheng. FedGOG: Federated Graph Out-of-Distribution Generalization with Diffusion Data Exploration and Latent Embedding Decorrelation. In Toby Walsh, Julie Shah, Zico Kolter, editors, AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA. pages 22965-22973, AAAI Press, 2025. [doi]

Abstract

Abstract is missing.