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Linfeng Song — most-cited papers & profile · Recommender Systems
← authors
·
overview
Linfeng Song
8
papers ·
164
citations ·
4
h-index
Guangxi Medical University · First People’s Hospital of Zunyi · First Affiliated Hospital of GuangXi Medical University
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Most-cited papers
Toward Self-improvement Of Llms Via Imagination, Searching, And Criticizing
2024 · 138 citations
CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models
2025 · 26 citations
SAGE-Music: Low-Latency Symbolic Music Generation via Attribute-Specialized Key-Value Head Sharing
2025
Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs
2025
Teaching LLMs to Refine with Tools
2024
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
2024
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning
2024
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs
2024
Topics
Training Techniques
Efficiency
Fine-Tuning
Reinforcement Learning
Prompting
Safety & Alignment
Evaluation
In-Context Learning
Exploration
Model-Based RL