@inproceedings{wu-etal-2026-beyond-end, title = "Beyond End-to-End: Dynamic Chain Optimization for Private {LLM} Adaptation on the Edge", author = "Wu, Yebo and Li, Jingguang and Tian, Chunlin and Tam, KaHou and Guo, Zhijiang and Li, Li", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.839/", pages = "18419--18435", ISBN = "979-8-89176-390-6" }