Scholar
Wenjing Liao
Google Scholar ID: cihT3uEAAAAJ
Georgia Institute of Techonology
Data analysis
machine learning
imaging and signal processing
applied harmonic analysis
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Citations & Impact
All-time
Citations
1,853
H-index
21
i10-index
31
Publications
20
Co-authors
13
list available
Publications
12 items
Neural Scaling Laws of Transformer Operator Network
2026
Cited
0
Transformers as Cross-Task Learners: Shared Structure Drives Sample Efficiency in In-Context Learning
2026
Cited
0
Generalization Guarantees for Multi-Input Neural Operator Learning in Sobolev Spaces
2026
Cited
0
GemDepth: Geometry-Embedded Features for 3D-Consistent Video Depth
2026
Cited
0
Learning Theory of Transformers: Local-to-Global Approximation via Softmax Partition of Unity
2026
Cited
0
Understanding In-Context Learning for Nonlinear Regression with Transformers: Attention as Featurizer
2026
Cited
0
Data-Driven Model Reduction using WeldNet: Windowed Encoders for Learning Dynamics
2025
Cited
0
Understanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods
2025
Cited
0
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Co-authors
12 total
Tuo Zhao
Associate Professor, Georgia Tech
Minshuo Chen
Northwestern University
Hao Liu
Assistant Professor, Hong Kong Baptist University
Sung Ha Kang
School of Mathematics, Georgia Institute of Technology
Weilin Li
City University of New York
Mauro Maggioni
Bloomberg Distinguished Professor of Mathematics, and Applied Mathematics and Statistics
Roy He
City University of Hong Kong
Yingjie Liu
Professor of Mathematics, Georgia Institute of Technology
