@inproceedings{han-etal-2026-see, title = "See or Say Graphs: Agent-Driven Scalable Graph Understanding with Vision-Language Models", author = "Han, Shuo and Cao, Yukun and Ding, Zezhong and Gao, Zengyi and Zhou, S Kevin and Xie, Xike", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2066/", pages = "41565--41589", ISBN = "979-8-89176-395-1" }