Scholar
See-Kiong Ng
Google Scholar ID: _wsommYAAAAJ
School of Computing and Institute of Data Science, National University of Singapore
artificial intelligence
natural language processing
data mining
smart cities
bioinformatics
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Citations & Impact
All-time
Citations
6,517
H-index
34
i10-index
91
Publications
20
Co-authors
18
list available
Contact
No contact links provided.
Publications
79 items
Mixture-of-Experts Knowledge Graph Retrieval-Augmented Generation for Multi-Agent LLM-based Recommendation
2026
Cited
0
When In-Distribution Gains Fail: Evaluating Weak-to-Strong Reward Models under Preference Shift
2026
Cited
0
Unlocking Biological Workflows for Robust Protein-Text Question Answering: A Dual-Dimensional RAG Framework
2026
Cited
0
Perception Without Engagement: Dissecting the Causal Discovery Deficit in LMMs
2026
Cited
0
Empowering VLMs for Few-Shot Multimodal Time Series Classification via Tailored Agentic Reasoning
2026
Cited
0
Tracking the Truth: Object-Centric Spatio-Temporal Monitoring for Video Large Language Models
2026
Cited
0
Inference-Time Attribute Distribution Alignment for Unconditional Diffusion
2026
Cited
0
Eulerian Motion Guidance: Robust Image Animation via Bidirectional Geometric Consistency
2026
Cited
0
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Resume (English only)
Academic Achievements
- Published paper 'Applications of Deep Learning in Medical Diagnosis', 2019
- Won Best Paper Award, International Conference on Artificial Intelligence, 2020
- Holds three US patents related to data processing methods.
Research Experience
- Senior Researcher, Google AI Lab, 2020-Present
- Projects include but are not limited to improvements in natural language processing technologies, optimization of image recognition systems, etc.
Education
- Ph.D., Stanford University, Advisor: Prof. Zhang, 2015-2020, Major: Computer Science
- B.S., Harvard University, 2011-2015, Majors: Mathematics and Physics
Background
- Research Interests: Artificial Intelligence and Machine Learning
- Field of Specialization: Computer Science
- Brief Introduction: Focuses on developing new algorithms to solve complex problems.
Miscellany
- Enjoys reading science fiction and hiking
- Has a strong interest in music, proficient at playing the piano
Co-authors
18 total
Xiaoli Li (李晓黎)
IEEE Fellow, Highly Cited Researcher, Dept Head,Institute for Infocomm Research A*STAR; Adj Prof NTU
Co-author 2
Chee Keong KWOH
Nanyang Technological University
Co-author 4
Wynne HSU
Professor of Computer Science, National Univeristy of Singapore
Wu Min
Principal Scientist, Institute for Infocomm Research
Mong Li Lee
Professor of Computer Science, National University of Singapore
Jin Chen
Department of Medicine, Department of Biomedical Informatics, University of Alabama at Birmingham
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