@inproceedings{sun-etal-2025-graphicl, title = "{G}raph{ICL}: Unlocking Graph Learning Potential in {LLM}s through Structured Prompt Design", author = "Sun, Yuanfu and Ma, Zhengnan and Fang, Yi and Ma, Jing and Tan, Qiaoyu", editor = "Chiruzzo, Luis and Ritter, Alan and Wang, Lu", booktitle = "Findings of the Association for Computational Linguistics: NAACL 2025", month = apr, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/fix-sig-urls/2025.findings-naacl.131/", pages = "2440--2459", ISBN = "979-8-89176-195-7" }