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Songjun Tu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Songjun Tu
6
papers ·
0
citations ·
4
h-index
Pasadena City College · Southwest Medical University · Wuhan University · Beijing Academy of Artificial Intelligence · Stomatology Hospital · East China Normal University · Shaanxi University of Chinese Medicine
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Most-cited papers
SRFT: A Single-Stage Method with Supervised and Reinforcement Fine-Tuning for Reasoning
2025
Learning When to Think: Shaping Adaptive Reasoning in R1-Style Models via Multi-Stage RL
2025
In-Dataset Trajectory Return Regularization for Offline Preference-based Reinforcement Learning
2024
Online Preference-based Reinforcement Learning with Self-augmented Feedback from Large Language Model
2024
Top co-authors
Dongbin Zhao
· 4
Qichao Zhang
· 3
Xiangyuan Lan
· 2
Guojun Yin
· 1
Jiahao Lin
· 1
Jiajun Chai
· 1
Jia Liu
· 1
Jingbo Sun
· 1
Jingbo Sun
· 1
Ke Chen
· 1
Linjing Li
· 1
Qichao Zhang
· 1
Topics
RLHF & Alignment
Model-Based RL
Meta-RL
Policy Gradient
Value-Based
Multi-Agent
Offline RL