@inproceedings{zhu-etal-2025-benchmarking, title = "Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning", author = "Zhu, Yingjie and Bai, Xuefeng and Chen, Kehai and Xiang, Yang and Yu, Jun and Zhang, Min", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.acl-long.1482/", pages = "30678--30701", ISBN = "979-8-89176-251-0" }