Yuanfu Sun is a Ph.D. student (Fall 2024) in Computer Science advised by Professor Qiaoyu Tan in the DIR Lab . Prior to that, he earned his B.Eng. degree in 2024 at the School of Artificial Intelligence, Jilin University. Currently, his research focuses on designing robust, efficient, and cross-domain machine learning and data mining algorithms by exploring deep patterns and integrating multimodal data, including, but not limited to, Graph Neural Networks, Multimodal Graph Learning, and Large Language Models in Graph Reasoning.
Publications:
- “GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design”. Yuanfu Sun*, Zhengnan Ma*, Yi Fang, Jing Ma, and Qiaoyu Tan. Findings of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL Findings’25), 2025.
Research Interests
- Graph Neural Networks
- Multimodal Graph Learning
- Large Language Models