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Huan Song — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Huan Song
11
papers ·
146
citations ·
11
h-index
Peking University · Amazon (Germany) · Nanjing University of Aeronautics and Astronautics
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Most-cited papers
CLEAR: Context Augmentation from Contrastive Learning of Experience via Agentic Reflection
2026
Breaking the Safety-Capability Tradeoff: Reinforcement Learning with Verifiable Rewards Maintains Safety Guardrails in LLMs
2025
SALT: Step-level Advantage Assignment for Long-horizon Agents via Trajectory Graph
2025
Top co-authors
Yawei Wang
· 3
Lin Lee Cheong
· 2
Panpan Xu
· 2
Zhichao Xu
· 2
Arijit Ghosh Chowdhury
· 1
David Yan
· 1
Guande Wu
· 1
Han Ding
· 1
Hannah Marlowe
· 1
Jiazheng Li
· 1
Linbo Liu
· 1
Qiang Zhou
· 1
Topics
cs.AI
cs.LG
stat.ML