@inproceedings{xia-etal-2026-hsgraphagent, title = "{HSG}raph{A}gent: Knowledge-Graph-Guided Large Language Models for Harmonized System Code Classification", author = "Xia, Qiang and Zhang, Zijian and Wang, Ao and Wang, Wenhan and Wang, Xiangyu and Li, Jian", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2072/", pages = "44761--44773", ISBN = "979-8-89176-390-6" }