Scholar
Dianbo Liu
Google Scholar ID: kGSzBpMAAAAJ
Assistant professor, National University of Singapore
Push the limits of human
machine learning
biomedical sciences
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Citations & Impact
All-time
Citations
5,085
H-index
23
i10-index
43
Publications
20
Co-authors
0
Contact
No contact links provided.
Publications
33 items
VQKV: High-Fidelity and High-Ratio Cache Compression via Vector-Quantization
2026
Cited
0
Mitigating Premature Discretization with Progressive Quantization for Robust Vector Tokenization
2026
Cited
0
Early Quantization Shrinks Codebook: A Simple Fix for Diversity-Preserving Tokenization
2026
Cited
0
Navigating heterogeneous protein landscapes through geometry-aware smoothing
2026
Cited
0
Expected Return Causes Outcome-Level Mode Collapse in Reinforcement Learning and How to Fix It with Inverse Probability Scaling
2026
Cited
0
AI-generated data contamination erodes pathological variability and diagnostic reliability
medRxiv · 2026
Cited
0
Bridging Mechanistic Interpretability and Prompt Engineering with Gradient Ascent for Interpretable Persona Control
arXiv.org · 2026
Cited
0
On the Theoretical Foundation of Sparse Dictionary Learning in Mechanistic Interpretability
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published paper 'Application of Deep Learning in Medical Image Analysis' in IEEE Transactions on Medical Imaging
- Recipient of the Best PhD Thesis Award 2019
- Holds two US patents related to machine learning model optimization
Research Experience
- Research Fellow at MIT, worked on several AI projects including research in natural language processing and image recognition technologies.
- Contributed to improving search algorithms during an internship at Google.
Education
- Ph.D., Massachusetts Institute of Technology, Department of Computer Science, 2015-2020, Advisor: John Doe
- B.S., Harvard University, Computer Science and Engineering, 2011-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Expertise: Computer Science
- Brief Introduction: Focused on developing intelligent systems capable of solving complex problems.
Miscellany
- Enjoys reading science fiction and hiking in his free time
- Passionate about open-source software, contributor to several well-known projects
Co-authors
0 total
Co-authors: 0 (list not available)
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