@inproceedings{wu-etal-2025-graph, title = "Graph-R1: Incentivizing the Zero-Shot Graph Learning Capability in {LLM}s via Explicit Reasoning", author = "Wu, Yicong and Lu, Guangyue and Zuo, Yuan and Zhang, Huarong and Wu, Junjie", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.1220/", pages = "23920--23938", ISBN = "979-8-89176-332-6" }