@article{fedummageneralframeworkforfederatedlearn, title = {FedUMM: A General Framework for Federated Learning with Unified Multimodal Models}, author = {Zhaolong Su and Leheng Zhao and Xiaoying Wu and Ziyue Xu and Jindong Wang}, year = {2026}, eprint = {2601.15390}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.15390}, }