@article{visualawarecotachievinghighfidelityvisua, title = {Visual-Aware CoT: Achieving High-Fidelity Visual Consistency in Unified Models}, author = {Zixuan Ye and Quande Liu and Cong Wei and Yuanxing Zhang and Xintao Wang and Pengfei Wan and Kun Gai and Wenhan Luo}, year = {2025}, eprint = {2512.19686}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.19686}, }