@article{invariantfederatedlearninganovelapproach, title = {Invariant Federated Learning for Edge Intelligence: Mitigating Heterogeneity and Asynchrony via Exit Strategy and Invariant Penalty}, author = {Ziruo Hao and Zhenhua Cui and Tao Yang and Bo Hu and Xiaofeng Wu and Hui Feng}, year = {2025}, eprint = {2503.06158}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.06158v3}, }