Task-Agnostic Federated Learning. - Zhengtao Yao; Hong Nguyen; Ajitesh Srivastava; José Luis Ambite (CoRR, 2024)

LEGO-Learn: Label-Efficient Graph Open-Set Learning. - Haoyan Xu; Kay Liu; Zhengtao Yao; Philip S. Yu; Kaize Ding; Yue Zhao 016 (CoRR, 2024)

LEGO-Learn: Label-Efficient Graph Open-Set Learning. - Haoyan Xu; Kay Liu; Zhengtao Yao; Philip S. Yu; Mengyuan Li; Kaize Ding; Yue Zhao 016 (Trans. Mach. Learn. Res., 2025)

Few-Shot Graph Out-of-Distribution Detection with LLMs. - Haoyan Xu; Zhengtao Yao; Yushun Dong; Ziyi Wang; Ryan A. Rossi; Mengyuan Li; Yue Zhao 016 (CoRR, 2025)

GLIP-OOD: Zero-Shot Graph OOD Detection with Foundation Model. - Haoyan Xu; Zhengtao Yao; Xuzhi Zhang; Ziyi Wang; Langzhou He; Yushun Dong; Philip S. Yu; Mengyuan Li; Yue Zhao 016 (CoRR, 2025)

Graph Synthetic Out-of-Distribution Exposure with Large Language Models. - Haoyan Xu; Zhengtao Yao; Ziyi Wang; Zhan Cheng; Xiyang Hu; Mengyuan Li; Yue Zhao 016 (CoRR, 2025)