Xiangguo Sun

1. A Survey of Graph Meets Large Language Model: Progress and Future Directions
   2023/11/21 by Yuhan Li, Li, Yuhan, Zhixun Li +11 · 1 voice · 7 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Machine Learning in Materials Science #Topic Modeling #cs.CL #cs.LG #cs.SI
2. G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks
   2024/10/15 by Guibin Zhang, Yanwei Yue, Zhang, Guibin +14 · 18 citations
   Computer Science · Engineering · #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies #Modular Robots and Swarm Intelligence
3. Graph Prompt Learning: A Comprehensive Survey and Beyond
   2023/11/28 by Xiangguo Sun, Jiawen Zhang, Sun, Xiangguo +9 · 9 citations
   Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Topic Modeling #Data Quality and Management
4. ProG: A Graph Prompt Learning Benchmark
   2024/06/08 by Chenyi Zi, Zi, Chenyi, Haihong Zhao +9 · 7 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
5. Self-supervised Hypergraph Representation Learning for Sociological Analysis
   2022/12/22 by Xiangguo Sun, Hong Cheng, Sun, Xiangguo +11 · 4 citations
   Physics and Astronomy · #Complex Network Analysis Techniques #Computers and Society (cs.CY) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
6. Multi-level Graph Convolutional Networks for Cross-platform Anchor Link Prediction
   2020/06/02 by Hongxu Chen, Hongzhi Yin, Chen, Hongxu +9 · 2 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Recommender Systems and Techniques
7. Does Graph Prompt Work? A Data Operation Perspective with Theoretical Analysis
   2024/10/02 by Q Wang, Wang, Qunzhong, Xiangguo Sun +3 · 3 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Semantic Web and Ontologies #Social and Information Networks (cs.SI)
8. When Do LLMs Help With Node Classification? A Comprehensive Analysis
   2025/02/02 by Xuan Wu, Yifei Shen, Wu, Xixi +11 · 4 citations
   Engineering · #Advanced Algorithms and Applications #Advanced Sensor and Control Systems
9. Graph Masked Autoencoders with Transformers
   2022/02/17 by Sixiao Zhang, Zhang, Sixiao, Hongxu Chen +9 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Data Classification
10. All in One: Multi-Task Prompting for Graph Neural Networks (Extended Abstract)
    2024/03/11 by Xiangguo Sun, Hong Cheng, Sun, Xiangguo +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications