Author

Ruilin Liu

h-index 0 View on Semantic Scholar

We have 1 of 2 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Jul 2026

A Sparse Glimpse of the Whole: Train-Free Self-Speculative Decoding

A unified efficiency analysis is presented showing that extending the speculation horizon can reduce rather than improve speedup when the marginal acceptance probability falls below the relative drafting cost, and SparseSpec-L, a training-free self-speculative decoding framework for long-context inference is introduced...

Yue Liu, Yuan Zeng, Min Lyu et al. · arXiv.org · 0 citations