@inproceedings{cheng-etal-2026-sdar, title = "{SDAR}-{VL}: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding", author = "Cheng, Shuang and Jiang, Yuhua and Zhou, Zineng and Liu, Dawei and Wang, Tao and Zhang, Linfeng and Qi, Biqing and Zhou, Bowen", 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.1333/", pages = "28882--28901", ISBN = "979-8-89176-390-6" }