Publications

Xingtong Yu, Chang Zhou, Zhongwei Kuai, Xinming Zhang, Yuan Fang (2025). GCoT: Chain-of-Thought Prompt Learning for Graphs . Preprint.

PDF

Xingtong Yu, Yuan Fang, Zemin Liu, Yuxia Wu, Zhihao Wen, Jianyuan Bo, Xinming Zhang, Steven C.H. Hoi (2025). A Survey of Few-Shot Learning on Graphs: from Meta-Learning to Pre-Training and Prompt Learning. Preprint.

PDF

Zemin Liu, Xingtong Yu, Yuan Fang, Xinming Zhang (2023). GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks. The ACM Web Conference (WWW).

PDF Code DOI