@inproceedings{zeng-etal-2026-llm, title = "Why Are {LLM} Backdoor Defenses Fragmented? A Feature-Level Explanation with Sparse Autoencoders", author = "Zeng, Yizhe and Niu, Chenxu and Zhang, Wei and Huang, Hao and Li, Yunpeng and Handongxu and Du, Dan and Hong, Cheng and Xian, Hequn and Liu, Yuling", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.198/", pages = "4187--4208", ISBN = "979-8-89176-462-0" }