@inproceedings{xu-etal-2026-predict, title = "Predict, Don{'}t Iterate: Efficient Adaptive-Length Infilling for Diffusion Language Models", author = "Xu, Haobo and Chen, Sirui and Bei, Yuanchen and Chen, Lingjie and Yan, Yuchen and Fu, Dongqi and He, Jingrui and Tong, Hanghang", 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.1053/", pages = "24171--24190", ISBN = "979-8-89176-459-0" }