@article{representationforcingforbottleneckfreeun, title = {Representation Forcing for Bottleneck-Free Unified Multimodal Models}, author = {Yuqing Wang and Zhijie Lin and Ceyuan Yang and Yang Zhao and Fei Xiao and Hao He and Qi Zhao and Zihan Ding and Fuyun Wang and Shuai Wang and Youliang Zhang and Haoqi Fan and Xihui Liu}, year = {2026}, eprint = {2605.31604}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.31604}, }