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Yongchao He
2 papers · 2026–2026 · 1 conference
· across top CS/AI conferences
Conferences
ACL (2)
Top co-authors
Siran Liu (2)
Zane Cao (2)
Yang Ye (1)
Qianchao Zhu (1)
Keywords
speculative decoding
(2)
inference efficiency
(1)
inference acceleration
(1)
autoregressive decoding
(1)
speculative reasoning
(1)
verification heterogeneity
(1)
entropy-based estimation
(1)
chain-of-thought reasoning
(1)
confidence-gated verification
(1)
Papers
HeteroSpec: Leveraging Contextual Heterogeneity for Efficient Speculative Decoding
ACL 2026
ConfSpec: Efficient Step-Level Speculative Reasoning via Confidence-Gated Verification
ACL 2026