@article{calibratedspeculativedecodingfrequencygu, title = {Calibrated Speculative Decoding: Frequency-Guided Candidate Selection for Efficient Inference}, author = {Xuwen Zhou and Fangxin Liu and Chao Wang and Xiao Zheng and Hao Zheng and Min He and Li Jiang and Haibing Guan}, year = {2026}, eprint = {2604.13634}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.13634}, }