@inproceedings{lu-etal-2026-synergizing, title = "Synergizing Stylometrics with Semantics: Dual-Path Framework for {LLM} Detection and Attribution", author = "Lu, Xingyu and Ma, Yumeng and Zhou, Xiang and Gan, Shengli and Deng, Guiying and Wen, Yang and Liu, Yanbing", 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.1855/", pages = "37252--37265", ISBN = "979-8-89176-395-1" }