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Zhi Zheng — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Zhi Zheng
22
papers ·
54
citations ·
15
h-index
University of Science and Technology of China
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
SofT-GRPO: Surpassing Discrete-Token LLM Reinforcement Learning via Gumbel-Reparameterized Soft-Thinking Policy Optimization
2025
An Efficient Rubric-based Generative Verifier for Search-Augmented LLMs
2025
MiniCPM4: Ultra-Efficient LLMs on End Devices
2025
Don't Trade Off Safety: Diffusion Regularization for Constrained Offline RL
2025
DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems
2024
Top co-authors
Xiang Long
· 2
Ao Sun
· 1
Baoxi Ji
· 1
Bingxiang He
· 1
Biyuan Lin
· 1
Chao Jia
· 1
Chuyue Zhou
· 1
Costas Spanos
· 1
Cunliang Kong
· 1
Dahai Li
· 1
Dan Liu
· 1
Donghao Ying
· 1
Topics
Model-Based RL
RLHF & Alignment
Value-Based
Policy Gradient
cs.AR
cs.CL
cs.DC
Offline RL
Exploration
Safe RL