@inproceedings{fu-etal-2025-mark, title = "{MARK}: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering", author = "Fu, Yiwei and Zhang, Yuxing and Chen, Chunchun and JianwenMa, JianwenMa and Yuan, Quan and Tu, Rong-Cheng and Huang, Xinli and Ye, Wei and Luo, Xiao and Deng, Minghua", 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/ingestion-acl-25/2025.findings-acl.314/", pages = "6057--6072", ISBN = "979-8-89176-256-5" }