@article{understandingingenerationreinforcinggene, title = {Understanding-in-Generation: Reinforcing Generative Capability of Unified Model via Infusing Understanding into Generation}, author = {Yuanhuiyi Lyu and Chi Kit Wong and Chenfei Liao and Lutao Jiang and Xu Zheng and Zexin Lu and Linfeng Zhang and Xuming Hu}, year = {2025}, eprint = {2509.18639}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.18639}, }