@article{continuallearningwithelasticregularizati, title = {Continual Learning with Elastic Regularization and Synthetic Replay for Federated MLLM Fine-Tuning}, author = {Jing Liu and Chenxuanyin Zou and Jiayang Ren and Gaoyun Fang and Chengfang Li and Yan Wang and Zhenchao Ma and Bo Hu}, year = {2026}, eprint = {2607.12112}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.12112}, }