@misc{liu2026specopd,
  title = {{SpecOPD}: Branch-Parallel On-Policy Distillation
           for Speculative Decoding},
  author = {Liu, Tianyu and Zhang, Jun and Huang, Wenjie and
            Shen, Yuhao and Xu, Tianqi and Hao, Xinyue and
            Gu, Hongyaoxing and Liu, Xuyang and Zhang, Baolin and
            Zhu, Yating and Ge, Shuang and Dai, Jun and
            Chen, Lei and Li, Yue and Wan, Mingchen},
  year = {2026},
  url = {https://github.com/QwenApp/SpecOPD}
}