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Lifeng Shang — most-cited papers & profile · Large Language Models
← authors
·
overview
Lifeng Shang
18
papers ·
139
citations ·
33
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Prompt-based Length Controlled Generation With Multiple Control Types
2024 · 23 citations
ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool Learning
2025 · 3 citations
EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL
2026
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge
2025
How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study
2025
QFFT, Question-Free Fine-Tuning for Adaptive Reasoning
2025
Top co-authors
Yasheng Wang
· 3
Fei Mi
· 2
Liangyou Li
· 2
Ruiming Tang
· 2
Xingshan Zeng
· 2
Xin Jiang
· 2
Baiyu Huang
· 1
Benyou Wang
· 1
Boyu Zhu
· 1
Chao Chen
· 1
Chen Ma
· 1
Chuhan Wu
· 1
Topics
Fine-Tuning
trajectories
Training Techniques
Efficiency
SFT
Supervised
reasoning
Chain-of-Thought
Prompting
Model Architecture