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Lifeng Shang β most-cited papers & profile Β· Speech Audio
β authors
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overview
Lifeng Shang
8
papers Β·
124
citations Β·
33
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Most-cited papers
Deep Research Agents: A Systematic Examination And Roadmap
2025 Β· 98 citations
Prompt-based Length Controlled Generation With Multiple Control Types
2024 Β· 23 citations
ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool Learning
2025 Β· 3 citations
Rethinking Expert Trajectory Utilization in LLM Post-training for Mathematical Reasoning
2025
Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone
2025
How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study
2025
QFFT, Question-Free Fine-Tuning for Adaptive Reasoning
2025
Topics
Code Agents
Tool Use
Chain-of-Thought
Fine-Tuning
Browser Agents
Multi-Agent
Planning
Prompting
Training Techniques
Model Architecture