Author

Wenjian Xu

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Review Open access Sep 2026

Towards Optimal Speculative Decoding: A Comprehensive Survey on Optimizations and Future Directions

How draft effectiveness, verification efficiency, and system execution jointly determine end-to-end performance is examined, and the trade-offs underlying existing optimization directions are critically synthesized.

Yu-Yang Ji, Wenjian Xu, Xiao-Hong Qian et al. · ACM Computing Surveys · 0 citations