Latticethe structure behind the noise

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Qian Qian | Lattice

Qian Qian

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Inference & Quantization (1)Reasoning & Chain-of-Thought (1)Training Efficiency & Optimization (1)

Frequent co-authors

Zhichao Yang (1)Sepehr Janghorbani (1)Jun Han (1)Andrew Ressler (1)

Papers (1)

Feb 16, 2026

Zhichao Yang +7Feb 16, 2026

Fast and Effective On-policy Distillation from Reasoning Prefixes

Get 2x-47x faster on-policy distillation by focusing only on the output prefix, without sacrificing performance.

Zhichao Yang, Sepehr Janghorbani, Jun Han +5

Inference & Quantization Reasoning & Chain-of-Thought Training Efficiency & Optimization

Gregory D. Lyng (1)

Sanjit Singh Batra (1)

Robert E. Tillman (1)