@inproceedings{liu-etal-2026-dysd, title = "{D}y{SD}: Dynamic Speculative Decoding for Evolving {LLM}s under Rapid Distributional Shifts", author = "Liu, Xinglin and Qu, Bohao and Li, Chenyu and Wang, Yongjie and Guo, Qing and Wang, Ying", 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.45/", pages = "909--924", ISBN = "979-8-89176-462-0" }