@inproceedings{COLM'26:AdaFlash,
    author = {Yu-Yang Qian and Hao-Cong Wu and Chen Chen and Jiacheng Sun and Zhenhua Dong and Peng Zhao and Zhi-Hua Zhou},
    title = {AdaFlash: Adaptive Speculative Decoding via On-Policy Distilled Diffusion Drafters},
    booktitle = {Conference on Language Modeling (COLM) Workshop on Efficient Reasoning},
    year = {2026}
}