@inproceedings{chen-etal-2025-detecting, title = "Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference", author = "Chen, Zhuo and Wang, Xinyu and Jiang, Yong and Zhang, Zhen and Geng, Xinyu and Xie, Pengjun and Huang, Fei and Tu, Kewei", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.1458/", pages = "28665--28680", ISBN = "979-8-89176-332-6" }