Xingtong Yu

1. SAMGPT: Text-free Graph Foundation Model for Multi-domain Pre-training and Cross-domain Adaptation
   2025/02/08 by Xingtong Yu, Zhenyu Gong, Yu, Xingtong +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
2. Text-Free Multi-domain Graph Pre-training: Toward Graph Foundation Models
   2024/05/22 by Xingtong Yu, Yu, Xingtong, Chang Zhou +5 · 8 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
3. 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)
4. 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)
5. Non-Homophilic Graph Pre-Training and Prompt Learning
   2024/08/22 by Xingtong Yu, Yu, Xingtong, Jie Zhang +5 · 10 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. 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)
7. 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
8. 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
9. HyperClaim: Fine-Grained Cross-Modal Hypergraph Reasoning for Video Misinformation Detection
   2026/07/30 by Xiangbo Wang, Jiasheng Zhang, Xingtong Yu +2
   Computer Science · #cs.AI #cs.MM