@inproceedings{xiong-etal-2026-prefilling, title = "Prefilling-d{LLM}: Predictive Prefilling for Long-Context Inference in Diffusion Language Models", author = "Xiong, Jing and Han, Qi and Gong, Shansan and Hsieh, Yunta and Zheng, Boyuan and Wu, Chengyue and Tao, Chaofan and Zhao, Chenyang and Wong, Ngai", 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.426/", pages = "9757--9774", ISBN = "979-8-89176-459-0" }