Author

Hua-Yu Wang

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#natural language process... Preprint Aug 2026

TreeSpark: Calibrated, Load-Adaptive Draft Trees for Semi-Autoregressive Speculative Decoding

Speculative decoding accelerates language-model inference by letting a cheap drafter propose tokens that the target model verifies in parallel. Recent block drafters make drafting nearly free: a single backbone pass emits an entire block of draft tokens. Draft trees promise a further gain -- several alternative continu...

Hua-Peng Zhou, Hua-Yu Wang, Xin-Yu Wang · 1 citation