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Xiao Liang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xiao Liang
52
papers ·
164
citations ·
66
h-index
Hunan University · Ministry of Education
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Semantic-Space Exploration and Exploitation in RLVR for LLM Reasoning
2025
SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning
2025
Reinforcement Learning with Verifiable Rewards Implicitly Incentivizes Correct Reasoning in Base LLMs
2025
Top co-authors
Yang Wang
· 2
Faisal Nadeem Khan
· 1
Fanding Huang
· 1
Guanbo Huang
· 1
Hengyuan Zhang
· 1
Jiang Bian
· 1
Jingyan Jiang
· 1
Junjie Li
· 1
Mao Yang
· 1
Qinting Jiang
· 1
Shengyu Ye
· 1
Shun Zheng
· 1
Topics
Model-Based RL
RLHF & Alignment
cs.LG
cs.CL
Meta-RL
Exploration
Policy Gradient