@inproceedings{wei2025geoai, title={GeoAI for Driving Risk Assessment via Vision-Language Models: A Knowledge Guided RAG System and Dual Evaluation}, author={Wei, Chen and Zhang, Yiwei and Guan, Xi and Zhang, Qianheng and Chen, Yanbing and Ji, Yuhan and Zhao, Yibo and Wang, Maoping and Nie, Ying and Zhuang, Hanchen and others}, booktitle={Proceedings of the 8th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery}, pages={161--173}, year={2025} }