@inproceedings{qian-etal-2025-agentthink, title = "{A}gent{T}hink: A Unified Framework for Tool-Augmented Chain-of-Thought Reasoning in Vision-Language Models for Autonomous Driving", author = "Qian, Kangan and Jiang, Sicong and Zhong, Yang and Luo, Ziang and Huang, Zilin and Zhu, Tianze and Jiang, Kun and Yang, Mengmeng and Fu, Zheng and Miao, Jinyu and Shi, Yining and Lim, He Zhe and Liu, Li and Zhou, Tianbao and Wang, Hongyi and Yu, Huang and Hu, Yifei and Li, Guang and Chen, Guang and Ye, Hao and Sun, Lijun and Yang, Diange", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/author-page-yu-wang-polytechnic/2025.findings-emnlp.564/", doi = "10.18653/v1/2025.findings-emnlp.564", pages = "10663--10682", ISBN = "979-8-89176-335-7" }