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Huatong Song — most-cited papers & profile · Graph Learning
← authors
·
overview
Huatong Song
9
papers ·
452
citations ·
0
h-index
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Most-cited papers
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
2025 · 226 citations
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
2025 · 226 citations
Swe-world: Building Software Engineering Agents In Docker-free Environments
2026
LLM-in-Sandbox Elicits General Agentic Intelligence
2026
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
2025
R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning
2025
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
2025
YuLan-Mini: An Open Data-efficient Language Model
2024
Topics
Efficiency
Code Agents
Model-Based RL
Value-Based
Reinforcement Learning
RAG
Training Techniques
Tool Use
Evaluation
RLHF & Alignment