@inproceedings{shu-etal-2025-survey, title = "A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models", author = "Shu, Dong and Wu, Xuansheng and Zhao, Haiyan and Rai, Daking and Yao, Ziyu and Liu, Ninghao and Du, Mengnan", 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://aclanthology.org/2025.findings-emnlp.89/", pages = "1690--1712", ISBN = "979-8-89176-335-7" }