@inproceedings{he-etal-2025-sae, title = "{SAE}-{SSV}: Supervised Steering in Sparse Representation Spaces for Reliable Control of Language Models", author = "He, Zirui and Jin, Mingyu and Shen, Bo and Payani, Ali and Zhang, Yongfeng and Du, Mengnan", 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.112/", pages = "2207--2236", ISBN = "979-8-89176-332-6" }