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
39 items
Quotient DAGs for Off-Policy Evaluation:Forward-Flow Importance Sampling and Exact Slate Propensities
2026
Cited
0
FML-bench: A Controlled Study of AI Research Agent Strategies from the Perspective of Search Dynamics
2026
Cited
0
JEDI: Joint Embedding Diffusion World Model for Online Model-Based Reinforcement Learning
2026
Cited
0
Absurd World: A Simple Yet Powerful Method to Absurdify the Real-world for Probing LLM Reasoning Capabilities
2026
Cited
0
When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models
2026
Cited
0
Resolving the bias-precision paradox with stochastic causal representation learning for personalized medicine
2026
Cited
0
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
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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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