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Shuman Liu — most-cited papers & profile · Large Language Models
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Shuman Liu
5
papers ·
0
citations
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Most-cited papers
Each Prompt Matters: Scaling Reinforcement Learning Without Wasting Rollouts on Hundred-Billion-Scale MoE
2025
Compass-Thinker-7B Technical Report
2025
Top co-authors
Long Zhang
· 1
Xueru Bai
· 1
Yanshi Li
· 1
Topics
Model-Based RL
Policy Gradient
RLHF & Alignment