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Le Sun — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Le Sun
47
papers ·
17
citations ·
43
h-index
Nanjing University of Information Science and Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Coupled Variational Reinforcement Learning for Language Model General Reasoning
2025
Tackling Length Inflation Without Trade-offs: Group Relative Reward Rescaling for Reinforcement Learning
2026
P^2O: Joint Policy and Prompt Optimization
2026
MemSearcher: Training LLMs to Reason, Search and Manage Memory via End-to-End Reinforcement Learning
2025
CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning
2024
Top co-authors
Hongyu Lin
· 4
Xianpei Han
· 4
Yaojie Lu
· 4
Debing Zhang
· 3
Jie Lou
· 3
Zichao Li
· 2
Ben He
· 1
Boxi Cao
· 1
Duo Wu
· 1
Jiawei Chen
· 1
Jinghe Wang
· 1
Jinglin Yang
· 1
Topics
cs.CL
cs.AI
cs.LG
Model-Based RL
Offline RL
RLHF & Alignment
Value-Based