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
Shumin Deng — most-cited papers & profile · AI for Science
← authors
·
overview
Shumin Deng
6
papers ·
9
citations ·
26
h-index
National University of Singapore · Capital Medical University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Dna-eval: Enhancing Large Language Model Evaluation Through Decomposition And Aggregation
2024 · 9 citations
How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training
2025
LookAhead Tuning: Safer Language Models via Partial Answer Previews
2025
Agent Planning with World Knowledge Model
2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective
2024
MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
2024
Topics
Safety & Alignment
Training Techniques
Evaluation
RAG
Fine-Tuning
Model Architecture
Prompting
Efficiency
Navigation
Human-Robot Interaction