Awesome AI for Science
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Pengfei Liu — most-cited papers & profile · AI for Science
← authors
·
overview
Pengfei Liu
23
papers ·
60
citations ·
13
h-index
East China University of Science and Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Weak-to-strong Reasoning
2024 · 31 citations
LLMCRIT: Teaching Large Language Models To Use Criteria
2024 · 14 citations
LIMA: Less Is More for Alignment
2023 · 12 citations
Zero-shot Text-to-SQL Learning with Auxiliary Task
2019 · 3 citations
World-Language-Action Model for Unified World Modeling, Language Reasoning, and Action Synthesis
2026
What Does Vision Tool-Use Reinforcement Learning Really Learn? Disentangling Tool-Induced and Intrinsic Effects for Crop-and-Zoom
2026
One Sample to Rule Them All: Extreme Data Efficiency in RL Scaling
2026
daVinci-LLM:Towards the Science of Pretraining
2026
Hybrid Policy Distillation for LLMs
2026
O1 Replication Journey -- Part 3: Inference-time Scaling for Medical Reasoning
2025
LIMO: Less is More for Reasoning
2025
Seed1.5-VL Technical Report
2025
Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States
2025
LIMOPro: Reasoning Refinement for Efficient and Effective Test-time Scaling
2025
Thinking with Generated Images
2025
Topics
Training Techniques
Fine-Tuning
Evaluation
Efficiency
In-Context Learning
Safety & Alignment
Reinforcement Learning
Model Architecture
Code
Vision-Language