@inproceedings{zhu-etal-2025-safescientist, title = "{S}afe{S}cientist: Enhancing {AI} Scientist Safety for Risk-Aware Scientific Discovery", author = "Zhu, Kunlun and Zhang, Jiaxun and Qi, Ziheng and Shang, Nuoxing and Liu, Zijia and Han, Peixuan and Su, Yue and Yu, Haofei and You, Jiaxuan", 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.116/", pages = "2289--2317", ISBN = "979-8-89176-332-6" }