@article{specprefetchparameterefficientexpertpref, title = {SpecPrefetch: Parameter-Efficient Expert Prefetching for Sparse MoE Foundation Models}, author = {Jinwei Kong and Runqi Meng and Fanyi Wang and Wentao Qiu and Haotian Hu and Yongjian Zhou and Zhenhua Ge}, year = {2026}, eprint = {2607.24787}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.24787}, }