@article{aunifiedmultiagentframeworkforuniversalm, title = {A Unified Multi-Agent Framework for Universal Multimodal Understanding and Generation}, author = {Jiulin Li and Ping Huang and Yexin Li and Shuo Chen and Juewen Hu and Ye Tian}, year = {2025}, eprint = {2508.10494}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.10494}, }