@inproceedings{zhang-zeng-2026-tokens, title = "From Tokens to Topology: When Large Language Models Meet Graph-Structured Reasoning", author = "Zhang, Qihang and Zeng, Liang", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1826/", pages = "38990--39012", ISBN = "979-8-89176-462-0" }