@inproceedings{huang-etal-2026-need, title = "Need to Know: Contextual-Integrity-Grounded Query Rewriting for Privacy-Conscious {LLM} Delegation", author = "Huang, Xinyue and Yang, Wenyuan and Cao, Xiaochun", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.300/", pages = "6904--6919", ISBN = "979-8-89176-459-0" }