2025 publications

GCoT: Chain-of-Thought Prompt Learning for Graphs
The first work that explores Chain-of-Thought prompting on graphs
Xingtong Yu, Chang Zhou, Zhongwei Kuai, Xinming Zhang, Yuan Fang
Last updated on Jun 13, 2025
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Node-Time Conditional Prompt Learning In Dynamic Graphs
Xingtong Yu, Zhenghao Liu, Yuan Fang, Xinming Zhang
Last updated on Jun 13, 2025
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Non-homophilic graph pre-training and prompt learning
Xingtong Yu, Jie Zhang, Yuan Fang, Renhe Jiang
Last updated on Mar 22, 2025
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SAMGPT: Text-free Graph Foundation Model for Multi-domain Pre-training and Cross-domain Adaptation
Xingtong Yu, Zechuan Gong, Chang Zhou, Yuan Fang, Hui Zhang
Last updated on Mar 22, 2025
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Taming Recommendation Bias with Causal Intervention on Evolving Personal Popularity
Shiyin Tan, Dongyuan Li, Renhe Jiang, Zhen Wang, Xingtong Yu, Manabu Okumura
Last updated on May 30, 2025
HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding
Peng Xia, Xingtong Yu, Ming Hu, Lie Ju, Zhiyong Wang, Peibo Duan, Zongyuan Ge
Last updated on May 30, 2025
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