Wenjing Liao
Georgia Institute of Technology
H-index: 16
North America-United States
Top articles of Wenjing Liao
Learning Functions Varying along a Central Subspace
arXiv preprint arXiv:2001.07883
2020/1/22
Hao Liu
H-Index: 30
Wenjing Liao
H-Index: 11
Generalization Error Guaranteed Auto-Encoder-Based Nonlinear Model Reduction for Operator Learning
arXiv preprint arXiv:2401.10490
2024/1/19
Deep nonparametric estimation of operators between infinite dimensional spaces
Journal of Machine Learning Research
2024
Hao Liu
H-Index: 30
Haizhao Yang
H-Index: 15
Minshuo Chen
H-Index: 6
Tuo Zhao
H-Index: 21
Wenjing Liao
H-Index: 11
Deep nonparametric estimation of intrinsic data structures by chart autoencoders: Generalization error and robustness
Applied and Computational Harmonic Analysis
2024/1/1
Group Projected subspace pursuit for IDENTification of variable coefficient differential equations (GP-IDENT)
Journal of Computational Physics
2023/12/1
High dimensional binary classification under label shift: phase transition and regularization
Sampling Theory, Signal Processing, and Data Analysis
2023/12
DFU: scale-robust diffusion model for zero-shot super-resolution image generation
arXiv preprint arXiv:2401.06144
2023/11/30
Wenjing Liao
H-Index: 11
Fourier Features for Identifying Differential Equations (FourierIdent)
arXiv preprint arXiv:2311.16608
2023/11/28
Hao Liu
H-Index: 30
Wenjing Liao
H-Index: 11
A manifold two-sample test study: integral probability metric with neural networks
Information and Inference: A Journal of the IMA
2023/9
Jie Wang
H-Index: 19
Minshuo Chen
H-Index: 6
Tuo Zhao
H-Index: 21
Wenjing Liao
H-Index: 11
Yao Xie
H-Index: 18
Effective minkowski dimension of deep nonparametric regression: function approximation and statistical theories
2023/7/3
Zixuan Zhang
H-Index: 1
Minshuo Chen
H-Index: 6
Mengdi Wang
H-Index: 3
Wenjing Liao
H-Index: 11
Tuo Zhao
H-Index: 21
WeakIdent: Weak formulation for identifying differential equation using narrow-fit and trimming
Journal of Computational Physics
2023/6/15
Wenjing Liao
H-Index: 11
On Deep Generative Models for Approximation and Estimation of Distributions on Manifolds
Advances in Neural Information Processing Systems
2022/12/6
Nonparametric regression on low-dimensional manifolds using deep ReLU networks: Function approximation and statistical recovery
Information and Inference: A Journal of the IMA
2022/12
Stability and super-resolution of MUSIC and ESPRIT for multi-snapshot spectral estimation
IEEE Transactions on Signal Processing
2022/9/5
Weilin Li
H-Index: 8
Wenjing Liao
H-Index: 11
Numerical identification of nonlocal potential in aggregation
arXiv preprint arXiv:2207.03358
2022/7/7
Benefits of overparameterized convolutional residual networks: Function approximation under smoothness constraint
2022/6/28
Hao Liu
H-Index: 30
Minshuo Chen
H-Index: 6
Wenjing Liao
H-Index: 11
Tong Zhang
H-Index: 20
Tuo Zhao
H-Index: 21
Robust identification of differential equations by numerical techniques from a single set of noisy observation
SIAM Journal on Scientific Computing
2022
An automatic denoising method for NMR spectroscopy based on low-rank Hankel model
IEEE Transactions on Instrumentation and Measurement
2021/9/1
Besov function approximation and binary classification on low-dimensional manifolds using convolutional residual networks
2021/7/1
Ident: Identifying differential equations with numerical time evolution
Journal of Scientific Computing
2021/4
Wenjing Liao
H-Index: 11
Yingjie Liu
H-Index: 17
Co-Authors
