Yiqi Gu - RankMe

30 papers A* 1Journal 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Operator splitting based diffusion samplers and improved convergence analysis. CoRR Peiyi Liu, Zhaoqiang Liu, Yiqi Gu
2025	J	`jnl`	Data-driven optimized high-order WENO schemes with low-dissipation and low-dispersion. CoRR Jinrui Zhou, Yiqi Gu, Song Jiang, Hua Shen, Liwei Xu, Guanyu Zhou
2025	J	`jnl`	Deep Learning Optimization Using Self-Adaptive Weighted Auxiliary Variables. CoRR Yaru Liu, Yiqi Gu, Michael K. Ng
2025	J	`jnl`	General transformation neural networks: A class of parametrized functions for high-dimensional function approximation. CoRR Xiaoyang Wang, Yiqi Gu
2025	J	`jnl`	Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations. CoRR Yaru Liu, Yiqi Gu
2025	J	`jnl`	Layer separation deep learning model with auxiliary variables for partial differential equations. J. Comput. Phys. Yaru Liu, Yiqi Gu
2025	J	`jnl`	Learning high-accuracy numerical schemes for hyperbolic equations on coarse meshes. CoRR Jinrui Zhou, Yiqi Gu, Hua Shen, Liwei Xu, Juan Zhang, Guanyu Zhou
2025	J	`jnl`	Optimization and generalization analysis for two-layer physics-informed neural networks without over-parametrization. CoRR Zhihan Zeng, Yiqi Gu
2023	J	`jnl`	A Fictitious Domain Spectral Method for Solving the Helmholtz Equation in Exterior Domains. J. Sci. Comput. Yiqi Gu, Jie Shen
2023	J	`jnl`	Deep Neural Networks for Solving Large Linear Systems Arising from High-Dimensional Problems. SIAM J. Sci. Comput. Yiqi Gu, Michael K. Ng
2023	A*	`conf`	Gradient Descent Finds the Global Optima of Two-Layer Physics-Informed Neural Networks. ICML Yihang Gao, Yiqi Gu, Michael Ng
2023	J	`jnl`	Quadrature rule based discovery of dynamics by data-driven denoising. J. Comput. Phys. Yiqi Gu, Michael K. Ng
2023	J	`jnl`	Stationary Density Estimation of Itô Diffusions Using Deep Learning. SIAM J. Numer. Anal. Yiqi Gu, John Harlim, Senwei Liang, Haizhao Yang
2022	J	`jnl`	Deep Adaptive Basis Galerkin Method for High-Dimensional Evolution Equations With Oscillatory Solutions. SIAM J. Sci. Comput. Yiqi Gu, Michael K. Ng
2022	J	`jnl`	Deep Ritz Method for the Spectral Fractional Laplacian Equation Using the Caffarelli-Silvestre Extension. SIAM J. Sci. Comput. Yiqi Gu, Michael K. Ng
2022	J	`jnl`	Deep neural networks for solving extremely large linear systems. CoRR Yiqi Gu, Michael K. Ng
2022	J	`jnl`	The Discovery of Dynamics via Linear Multistep Methods and Deep Learning: Error Estimation. SIAM J. Numer. Anal. Qiang Du, Yiqi Gu, Haizhao Yang, Chao Zhou
2021	J	`jnl`	An Efficient Spectral Method for Elliptic PDEs in Complex Domains with Circular Embedding. SIAM J. Sci. Comput. Yiqi Gu, Jie Shen
2021	J	`jnl`	Deep Ritz method for the spectral fractional Laplacian equation using the Caffarelli-Silvestre extension. CoRR Yiqi Gu, Michael K. Ng
2021	J	`jnl`	Deep adaptive basis Galerkin method for high-dimensional evolution equations with oscillatory solutions. CoRR Yiqi Gu, Michael K. Ng
2021	J	`jnl`	SelectNet: Self-paced learning for high-dimensional partial differential equations. J. Comput. Phys. Yiqi Gu, Haizhao Yang, Chao Zhou
2021	J	`jnl`	Stationary Density Estimation of Itô Diffusions Using Deep Learning. CoRR Yiqi Gu, John Harlim, Senwei Liang, Haizhao Yang
2021	J	`jnl`	Structure probing neural network deflation. J. Comput. Phys. Yiqi Gu, Chunmei Wang, Haizhao Yang
2021	J	`jnl`	The Discovery of Dynamics via Linear Multistep Methods and Deep Learning: Error Estimation. CoRR Qiang Du, Yiqi Gu, Haizhao Yang, Chao Zhou
2020	J	`jnl`	Accurate and Efficient Spectral Methods for Elliptic PDEs in Complex Domains. J. Sci. Comput. Yiqi Gu, Jie Shen
2020	J	`jnl`	Bound preserving and energy dissipative schemes for porous medium equation. J. Comput. Phys. Yiqi Gu, Jie Shen
2020	J	`jnl`	Robust weighted SVD-type latent factor models for rating prediction. Expert Syst. Appl. Yiqi Gu, Xi Yang, Mengjiao Peng, Guang Lin
2020	J	`jnl`	SelectNet: Self-paced Learning for High-dimensional Partial Differential Equations. CoRR Yiqi Gu, Haizhao Yang, Chao Zhou
2020	J	`jnl`	Structure Probing Neural Network Deflation. CoRR Yiqi Gu, Chunmei Wang, Haizhao Yang
2013	J	`jnl`	A Numerical Approach for Defect Modes Localization in an Inhomogeneous Medium. SIAM J. Appl. Math. Yiqi Gu, Xiaoliang Cheng