@inproceedings{zhou-etal-2025-graph, title = "Each graph is a new language: Graph Learning with {LLM}s", author = "Zhou, Huachi and Du, Jiahe and Zhou, Chuang and Yang, Chang and Xiao, Yilin and Xie, Yuxuan and Huang, Xiao", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Findings of the Association for Computational Linguistics: ACL 2025", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/acl25-workshop-ingestion/2025.findings-acl.902/", pages = "17548--17559", ISBN = "979-8-89176-256-5" }