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Yelong Shen — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yelong Shen
21
papers ·
18588
citations ·
30
h-index
Microsoft (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search
2018 · 60 citations
Reinforcement Learning for Reasoning in Large Language Models with One Training Example
2025 · 1 citations
ThetaEvolve: Test-time Learning on Open Problems
2025
SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning
2025
PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning
2025
Cost-Effective Proxy Reward Model Construction with On-Policy and Active Learning
2024
Top co-authors
Simon Shaolei Du
· 3
Weizhu Chen
· 3
Baolin Peng
· 2
Jianfeng Gao
· 2
Liliang Ren
· 2
Shuohang Wang
· 2
Yeyun Gong
· 2
Zhiyuan Zeng
· 2
Zhong-Zhi Li
· 2
Donghan Yu
· 1
Eva Xu
· 1
Hao Cheng
· 1
Topics
Model-Based RL
Policy Gradient
Exploration
RLHF & Alignment
Meta-RL
Value-Based