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Songjun Tu — most-cited papers & profile · Large Language Models
← authors
·
overview
Songjun Tu
10
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
Saliency-Guided Representation with Consistency Policy Learning for Visual Unsupervised Reinforcement Learning
2026
AutoSearch: Adaptive Search Depth for Efficient Agentic RAG via Reinforcement Learning
2026
Dynamic Dual-Granularity Skill Bank for Agentic RL
2026
Perception-consistency Multimodal Large Language Models Reasoning Via Caption-regularized Policy Optimization
2025
Learning When to Think: Shaping Adaptive Reasoning in R1-Style Models via Multi-Stage RL
2025
Salience-Invariant Consistent Policy Learning for Generalization in Visual Reinforcement Learning
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
Topics
RLHF & Alignment
Meta-RL
Model-Based RL
Policy Gradient
Value-Based
cs.AI
cs.CV
Exploration
Vision-Language Models
Visual QA & Reasoning