Taylor W. Killian

Brigham Young University

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Publication activitypapers/week, last 8 weeks

Research focus

Inference & Quantization (1)Reasoning & Chain-of-Thought (1)RLHF & Preference Learning (1)

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Shangzhe Li (1)Yuxiao Yang (1)Tianrun Yu (1)Kaixiang Zhao (1)Xiaoyun Wang (1)Weitong Zhang (1)

Papers (1)

Sep 28, 2026

2w ago·also Affiliation:, BYU

An RL View of OPD: Least Square Policy Distillation for Sample-Efficient LLM Reasoning

Treating on-policy distillation as value-based RL slashes rollout compute by 75% while actively preserving the generation diversity needed for high-k reasoning.

Shangzhe Li, Yuxiao Yang, Tianrun Yu +4

Inference & Quantization Reasoning & Chain-of-Thought RLHF & Preference Learning

Taylor W. Killian

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)

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Taylor W. Killian

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)