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Yu, Xingtong

  1. GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks
    2023/02/16 by Liu, Zemin, Yu, Xingtong, Fang, Yuan +1 · 22 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. SAMGPT: Text-free Graph Foundation Model for Multi-domain Pre-training and Cross-domain Adaptation
    2025/02/08 by Xingtong Yu, Yu, Xingtong, Zhenyu Gong +7 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  3. Text-Free Multi-domain Graph Pre-training: Toward Graph Foundation Models
    2024/05/22 by Xingtong Yu, Chang Zhou, Yu, Xingtong +5 · 8 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  4. Generalized Graph Prompt: Toward a Unification of Pre-Training and Downstream Tasks on Graphs
    2023/11/26 by Xingtong Yu, Yu, Xingtong, Zhenghao Liu +9 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. HGPROMPT: Bridging Homogeneous and Heterogeneous Graphs for Few-shot Prompt Learning
    2023/12/04 by Xingtong Yu, Yuan Fang, Yu, Xingtong +5 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. Non-Homophilic Graph Pre-Training and Prompt Learning
    2024/08/22 by Xingtong Yu, Jie Zhang, Yu, Xingtong +5 · 10 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. A Survey of Few-Shot Learning on Graphs: from Meta-Learning to Pre-Training and Prompt Learning
    2024/02/02 by Xingtong Yu, Yu, Xingtong, Yuan Fang +13 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  8. MultiGPrompt for Multi-Task Pre-Training and Prompting on Graphs
    2023/11/28 by Xingtong Yu, Chang Zhou, Yu, Xingtong +5 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Topic Modeling
  9. GCoT: Chain-of-Thought Prompt Learning for Graphs
    2025/02/12 by Xingtong Yu, Chang Zhou, Yu, Xingtong +6 · 4 citations
    Psychology · Neuroscience · Computer Science · #Mental Health Research Topics #Functional Brain Connectivity Studies #Machine Learning in Healthcare
  10. Node-Time Conditional Prompt Learning In Dynamic Graphs
    2024/05/22 by Yu, Xingtong, Liu, Zhenghao, Zhang, Xinming +1 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding
    2023/11/23 by Xia, Peng, Yu, Xingtong, Hu, Ming +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences