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Shunyu Liu — most-cited papers & profile · Large Language Models
← authors
·
overview
Shunyu Liu
36
papers ·
52
citations ·
17
h-index
The University of Queensland · Nanyang Technological University · Nanjing Institute of Technology · Zhejiang University
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Most-cited papers
Reasoning With Reinforced Functional Token Tuning
2025 · 16 citations
SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data
2025
STRIDE: Learnable Stepwise Language Feedback for LLM Reasoning
2026
Replay Failures as Successes: Sample-Efficient Reinforcement Learning for Instruction Following
2025
Intra-Trajectory Consistency for Reward Modeling
2025
Top co-authors
Wenkai Fang
· 3
Baisheng Lai
· 2
Dacheng Tao
· 2
Kongcheng Zhang
· 2
Mingli Song
· 2
Bo Du
· 1
Chaoyang Zhou
· 1
Dacheng Tao
· 1
Dacheng Tao
· 1
Di Wang
· 1
Guozheng Ma
· 1
Jiaxing Huang
· 1
Topics
cs.AI
cs.LG
cs.CL
Fine-Tuning
Reinforcement Learning
In-Context Learning
Model Architecture