Wenjing Liao
Scholar

Wenjing Liao

Google Scholar ID: cihT3uEAAAAJ
Georgia Institute of Techonology
Data analysismachine learningimaging and signal processingapplied 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
Contact
No contact links provided.
Publications
9 items
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
Single-shot prediction of parametric partial differential equations
2025
Cited
0
Transformers for Learning on Noisy and Task-Level Manifolds: Approximation and Generalization Insights
2025
Cited
0
Optimality of Gradient-MUSIC for Spectral Estimation
2025
Cited
0
Resume (English only)
Co-authors
13 total
Co-author 1
Co-author 1
Tuo Zhao
Tuo Zhao
Associate Professor, Georgia Tech
Minshuo Chen
Minshuo Chen
Northwestern University
Hao Liu
Hao Liu
Assistant Professor, Hong Kong Baptist University
Sung Ha Kang
Sung Ha Kang
School of Mathematics, Georgia Institute of Technology
Weilin Li
Weilin Li
City University of New York
Mauro Maggioni
Mauro Maggioni
Bloomberg Distinguished Professor of Mathematics, and Applied Mathematics and Statistics
Roy He
Roy He
City University of Hong Kong