@inproceedings{weng-etal-2026-safe, title = "Safe-{SAIL}: Towards a Fine-grained Safety Landscape of Large Language Models via Sparse Autoencoder Interpretation Framework", author = "Weng, Jiaqi and Zheng, Han and Zhang, Hanyu and Zhou, Ej and He, Qinqin and Tao, Jialing and Xue, Hui and Chu, Zhixuan and Wang, Xiting", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.944/", pages = "18916--18935", ISBN = "979-8-89176-395-1" }