Publications

Shiyin Tan, Dongyuan Li, Renhe Jiang, Zhen Wang, Xingtong Yu, Manabu Okumura (2025). Taming Recommendation Bias with Causal Intervention on Evolving Personal Popularity. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD).

Xingtong Yu, Chang Zhou, Zhongwei Kuai, Xinming Zhang, Yuan Fang (2025). GCoT: Chain-of-Thought Prompt Learning for Graphs . ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD).

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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.

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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).

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