Sun, Xiangguo

10 publications

ICML 2025 Does Graph Prompt Work? a Data Operation Perspective with Theoretical Analysis Qunzhong Wang, Xiangguo Sun, Hong Cheng

ICML 2025 G-Designer: Architecting Multi-Agent Communication Topologies via Graph Neural Networks Guibin Zhang, Yanwei Yue, Xiangguo Sun, Guancheng Wan, Miao Yu, Junfeng Fang, Kun Wang, Tianlong Chen, Dawei Cheng

ICLRW 2025 G-Designer: Architecting Multi-Agent Communication Topologies via Graph Neural Networks Guibin Zhang, Yanwei Yue, Xiangguo Sun, Guancheng Wan, Miao Yu, Junfeng Fang, Kun Wang, Tianlong Chen, Dawei Cheng

ICLR 2025 Graph Sparsification via Mixture of Graphs Guibin Zhang, Xiangguo Sun, Yanwei Yue, Chonghe Jiang, Kun Wang, Tianlong Chen, Shirui Pan

IJCAI 2025 Riding the Wave: Multi-Scale Spatial-Temporal Graph Learning for Highway Traffic Flow Prediction Under Overload Scenarios Xigang Sun, Jiahui Jin, Hancheng Wang, Xiangguo Sun, Xiaoliang Wang, Jun Zhu

ICML 2025 When Do LLMs Help with Node Classification? a Comprehensive Analysis Xixi Wu, Yifei Shen, Fangzhou Ge, Caihua Shan, Yizhu Jiao, Xiangguo Sun, Hong Cheng

IJCAI 2024 A Survey of Graph Meets Large Language Model: Progress and Future Directions Yuhan Li, Zhixun Li, Peisong Wang, Jia Li, Xiangguo Sun, Hong Cheng, Jeffrey Xu Yu

IJCAI 2024 All in One: Multi-Task Prompting for Graph Neural Networks (Extended Abstract) Xiangguo Sun, Hong Cheng, Jia Li, Bo Liu, Jihong Guan

NeurIPS 2024 ProG: A Graph Prompt Learning Benchmark Chenyi Zi, Haihong Zhao, Xiangguo Sun, Yiqing Lin, Hong Cheng, Jia Li

ICLR 2024 Protein Multimer Structure Prediction via Prompt Learning Ziqi Gao, Xiangguo Sun, Zijing Liu, Yu Li, Hong Cheng, Jia Li