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Shijue Huang — most-cited papers & profile · AI for Code
← authors
·
overview
Shijue Huang
13
papers ·
16
citations ·
6
h-index
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Planning, Creation, Usage: Benchmarking Llms For Comprehensive Tool Utilization In Real-world Complex Scenarios
2024 · 13 citations
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
2025 · 2 citations
Acting Less is Reasoning More! Teaching Model to Act Efficiently
2025 · 1 citations
CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents
2025
Environment Scaling for Interactive Agentic Experience Collection: A Survey
2025
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
2025
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
2025
OTC: Optimal Tool Calls via Reinforcement Learning
2025
CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents
2025
AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting
2025
Top co-authors
Sixiang Chen
· 2
Xuanhua He
· 2
Biqiang Li
· 1
Chenxin Li
· 1
Fan Zhang
· 1
Haitao Mi
· 1
Haitao Wu
· 1
Haonan Wang
· 1
Hengyu Liu
· 1
Jianghai Chen
· 1
Kaituo Feng
· 1
Kaixin Li
· 1
Topics
Model-Based RL
Evaluation
RLHF & Alignment
Efficiency
Planning
Tool Use
Policy Gradient
Meta-RL
Multi-Agent
Reinforcement Learning