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Qin Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Qin Liu
32
papers ·
73
citations ·
10
h-index
Zhejiang International Studies University · Jiangling Motors Corporation (China) · Zhejiang University of Technology
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Most-cited papers
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination
2025 · 68 citations
Taming Extreme Tokens: Covariance-Aware GRPO with Gaussian-Kernel Advantage Reweighting
2026
MetaScale: Test-Time Scaling with Evolving Meta-Thoughts
2025
Top co-authors
Muhao Chen
· 2
Wenxuan Zhou
· 2
Cheng Wang
· 1
Fei Wang
· 1
Hoifung Poon
· 1
Huijie Lv
· 1
James Y. Huang
· 1
Jun Zhao
· 1
Mingqi Wu
· 1
Ming Zhang
· 1
Nan Xu
· 1
Qiaole Dong
· 1
Topics
cs.LG
cs.AI
cs.CL