@inproceedings{wu-etal-2026-omnidenoise, title = "{O}mni{D}enoise: Diffusion {M}ulti{M}odal {LLM}s for Omni-Modal Understanding and Prediction", author = "Wu, Xianfeng and Chen, Yuhang and Peng, Jie and Duan, Jinhao and Chen, Tianlong", 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.924/", pages = "21273--21289", ISBN = "979-8-89176-459-0" }