@misc{mu2025comprehensive, title={A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications}, author={Siyuan Mu and Sen Lin}, year={2025}, eprint={2503.07137}, archivePrefix={arXiv}, primaryClass={cs.LG}, url={https://arxiv.org/abs/2503.07137} }