Lexing Ying

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All published works

Action	Title	Year	Authors
+ PDF Chat	Fast Solvers for Discrete Diffusion Models: Theory and Applications of High-Order Algorithms	2025	Yinuo Ren Haoxuan Chen Yuchen Zhu Wei-Feng Guo Yongxin Chen Grant M. Rotskoff Molei Tao Lexing Ying
+ PDF Chat	Blind free deconvolution over one-parameter sparse families via eigenmatrix	2025	Lexing Ying
+ PDF Chat	Sparse free deconvolution under unknown noise level via eigenmatrix	2025	Lexing Ying
+ PDF Chat	A Sublinear-Time Randomized Algorithm for Column and Row Subset Selection Based on Strong Rank-Revealing QR Factorizations	2025	Alice Cortinovis Lexing Ying
+ PDF Chat	Laplace transform based quantum eigenvalue transformation via linear combination of Hamiltonian simulation	2024	Dong An Andrew M. Childs Lin Lin Lexing Ying
+ PDF Chat	HyperDPO: Hypernetwork-based Multi-Objective Fine-Tuning Framework	2024	Yinuo Ren Tesi Xiao Michael Shavlovsky Lexing Ying Holakou Rahmanian
+ PDF Chat	Fast Phase Factor Finding for Quantum Signal Processing	2024	Hongkang Ni Lexing Ying
+ PDF Chat	How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework	2024	Yinuo Ren Haoxuan Chen Grant M. Rotskoff Lexing Ying
+	Quantum Multiple Eigenvalue Gaussian filtered Search: an efficient and versatile quantum phase estimation method	2024	Zhiyan Ding Haoya Li Lin Lin Hongkang Ni Lexing Ying Ruizhe Zhang
+ PDF Chat	Solving high-dimensional Hamilton-Jacobi-Bellman equation with functional hierarchical tensor	2024	Xun Tang Nan Sheng Lexing Ying
+ PDF Chat	A Randomized Method for Simulating Lindblad Equations and Thermal State Preparation	2024	Hongrui Chen Bowen Li Jianfeng Lu Lexing Ying
+ PDF Chat	Tangent differential privacy	2024	Lexing Ying
+ PDF Chat	Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity	2024	Haoxuan Chen Yinuo Ren Lexing Ying Grant M. Rotskoff
+ PDF Chat	Solving high-dimensional Fokker-Planck equation with functional hierarchical tensor	2024	Xun Tang Lexing Ying
+ PDF Chat	Quantum Wave Packet Transforms with compact frequency support	2024	Hongkang Ni Lexing Ying
+ PDF Chat	A perturbative analysis for noisy spectral estimation	2024	Lexing Ying
+ PDF Chat	Orthogonal Bootstrap: Efficient Simulation of Input Uncertainty	2024	K.-W. Liu José Blanchet Lexing Ying Yiping Lu
+ PDF Chat	Solving high-dimensional Kolmogorov backward equations with operator-valued functional hierarchical tensor for Markov operators	2024	Xun Tang Leah Collis Lexing Ying
+ PDF Chat	Statistical Spatially Inhomogeneous Diffusion Inference	2024	Yinuo Ren Yiping Lu Lexing Ying Grant M. Rotskoff
+ PDF Chat	Eigenmatrix for unstructured sparse recovery	2024	Lexing Ying
+ PDF Chat	A Sinkhorn-type Algorithm for Constrained Optimal Transport	2024	Xun Tang Holakou Rahmanian Michael Shavlovsky Kiran Koshy Thekumparampil Tesi Xiao Lexing Ying
+ PDF Chat	A sublinear-time randomized algorithm for column and row subset selection based on strong rank-revealing QR factorizations	2024	Alice Cortinovis Lexing Ying
+ PDF Chat	Accelerating Primal-Dual Methods for Regularized Markov Decision Processes	2024	Haoya Li Hsiang‐Fu Yu Lexing Ying Inderjit S. Dhillon
+ PDF Chat	Convergence Analysis of Discrete Diffusion Model: Exact Implementation through Uniformization	2024	Hongrui Chen Lexing Ying
+ PDF Chat	Ensemble-Based Annealed Importance Sampling	2024	Haoxuan Chen Lexing Ying
+ PDF Chat	Solving High-Dimensional Fokker-Planck Equation with Functional Hierarchical Tensor	2024	Xun Tang Lexing Ying
+	Understanding the Generalization Benefits of Late Learning Rate Decay	2024	Yuchen Ren Chao Ma Lexing Ying
+	Accelerating Sinkhorn Algorithm with Sparse Newton Iterations	2024	Xun Tang Michael Shavlovsky Holakou Rahmanian Elisa Tardini Kiran Koshy Thekumparampil Tesi Xiao Lexing Ying
+ PDF Chat	Quantum Multiple Eigenvalue Gaussian filtered Search: an efficient and versatile quantum phase estimation method	2024	Zhiyan Ding Haoya Li Lin Lin Hongkang Ni Lexing Ying Ruizhe Zhang
+ PDF Chat	Quantum Wave Packet Transforms with Compact Frequency Support	2024	Hongkang Ni Lexing Ying
+	Solving inverse problems with deep learning	2023	Lexing Ying
+ PDF Chat	Adaptive low-depth quantum algorithms for robust multiple-phase estimation	2023	Haoya Li Hongkang Ni Lexing Ying
+	Operator shifting for noisy elliptic systems	2023	Philip A. Etter Lexing Ying
+ PDF Chat	Approximate Newton Policy Gradient Algorithms	2023	Haoya Li Samarth Gupta Hsiang‐Fu Yu Lexing Ying Inderjit S. Dhillon
+ PDF Chat	A note on spike localization for line spectrum estimation	2023	Haoya Li Hongkang Ni Lexing Ying
+ PDF Chat	High-dimensional density estimation with tensorizing flow	2023	Yinuo Ren Hongli Zhao Yuehaw Khoo Lexing Ying
+ PDF Chat	On efficient quantum block encoding of pseudo-differential operators	2023	Haoya Li Hongkang Ni Lexing Ying
+ PDF Chat	Generative modeling via tree tensor network states	2023	Xun Tang YoonHaeng Hur Yuehaw Khoo Lexing Ying
+ PDF Chat	Solving Traveltime Tomography with Deep Learning	2023	Yuwei Fan Lexing Ying
+ PDF Chat	Annealed Importance Sampling for Ising Models with Mixed Boundary Conditions	2023	Lexing Ying
+ PDF Chat	Combining resampling and reweighting for faithful stochastic optimization	2023	Jing An Lexing Ying
+	Variational actor-critic algorithms,	2023	Yuhua Zhu Lexing Ying
+	On efficient quantum block encoding of pseudo-differential operators	2023	Haoya Li Hongkang Ni Lexing Ying
+	On low-depth algorithms for quantum phase estimation	2023	Hongkang Ni Haoya Li Lexing Ying
+	A note on spike localization for line spectrum estimation	2023	Haoya Li Hongkang Ni Lexing Ying
+	On adaptive low-depth quantum algorithms for robust multiple-phase estimation	2023	Haoya Li Hongkang Ni Lexing Ying
+	Double Flip Move for Ising Models with Mixed Boundary Conditions	2023	Lexing Ying
+	Computing Free Convolutions via Contour Integrals	2023	Alice Cortinovis Lexing Ying
+	When can Regression-Adjusted Control Variates Help? Rare Events, Sobolev Embedding and Minimax Optimality	2023	José Blanchet Haoxuan Chen Yiping Lu Lexing Ying
+	Heisenberg-limited Hamiltonian learning for interacting bosons	2023	Haoya Li Yu Tong Hongkang Ni Tuvia Gefen Lexing Ying
+	Multimodal Sampling via Approximate Symmetries	2023	Lexing Ying
+ PDF Chat	Operator shifting for model-based policy evaluation	2023	Xun Tang Lexing Ying Yuhua Zhu
+	Multi-Objective Optimization via Wasserstein-Fisher-Rao Gradient Flow	2023	Yinuo Ren Tesi Xiao Tanmay Gangwani Anshuka Rangi Holakou Rahmanian Lexing Ying Subhajit Sanyal
+	Eigenmatrix for unstructured sparse recovery	2023	Lexing Ying
+	Statistical Spatially Inhomogeneous Diffusion Inference	2023	Yinuo Ren Yiping Lu Lexing Ying Grant M. Rotskoff
+	Solving high-dimensional Fokker-Planck equation with functional hierarchical tensor	2023	Xun Tang Lexing Ying
+	Quantum Hamiltonian Learning for the Fermi-Hubbard Model	2023	Hongkang Ni Haoya Li Lexing Ying
+ PDF Chat	Coarse-proxy reduced basis methods for integral equations	2022	Philip A. Etter Yuwei Fan Lexing Ying
+	Operator Shifting for General Noisy Matrix Systems	2022	Philip A. Etter Lexing Ying
+ PDF Chat	Efficient long-range convolutions for point clouds	2022	Yifan Peng Lin Lin Lexing Ying Leonardo Zepeda-Núñez
+ PDF Chat	Stable factorization for phase factors of quantum signal processing	2022	Lexing Ying
+ PDF Chat	Analytic continuation from limited noisy Matsubara data	2022	Lexing Ying
+ PDF Chat	Pole Recovery From Noisy Data on Imaginary Axis	2022	Lexing Ying
+ PDF Chat	A Riemannian mean field formulation for two-layer neural networks with batch normalization	2022	Chao Ma Lexing Ying
+ PDF Chat	Enterprise-Scale Search: Accelerating Inference for Sparse Extreme Multi-Label Ranking Trees	2022	Philip A. Etter Kai Zhong Hsiang‐Fu Yu Lexing Ying Inderjit S. Dhillon
+	On Lyapunov functions and particle methods for regularized minimax problems	2022	Lexing Ying
+ PDF Chat	A semigroup method for high dimensional elliptic PDEs and eigenvalue problems based on neural networks	2022	Haoya Li Lexing Ying
+ PDF Chat	Solving inverse wave scattering with deep learning	2022	Yuwei Fan Lexing Ying
+ PDF Chat	A note on optimization formulations of Markov decision processes	2022	Lexing Ying Yuhua Zhu
+	Accelerating Primal-dual Methods for Regularized Markov Decision Processes	2022	Haoya Li Hsiang‐Fu Yu Lexing Ying Inderjit S. Dhillon
+	Stable factorization for phase factors of quantum signal processing	2022	Lexing Ying
+	Monte Carlo Tree Search based Hybrid Optimization of Variational Quantum Circuits	2022	Jiahao Yao Haoya Li Marin Bukov Lin Lin Lexing Ying
+	Provably convergent quasistatic dynamics for mean-field two-player zero-sum games	2022	Chao Ma Lexing Ying
+	Annealed importance sampling for Ising models with mixed boundary conditions	2022	Lexing Ying
+	Double Flip Move for Ising Models with Mixed Boundary Conditions	2022	Lexing Ying
+	Sobolev Acceleration and Statistical Optimality for Learning Elliptic Equations via Gradient Descent	2022	Yiping Lu José Blanchet Lexing Ying
+	Bayesian regularization of empirical MDPs	2022	Samarth Gupta Daniel Hill Lexing Ying Inderjit S. Dhillon
+	Pole recovery from noisy data on imaginary axis	2022	Lexing Ying
+ PDF Chat	Solving optical tomography with deep learning	2022	Yuwei Fan Lexing Ying
+	Generative Modeling via Tree Tensor Network States	2022	Xun Tang Yoonhaeng Hur Yuehaw Khoo Lexing Ying
+	Minimax Optimal Kernel Operator Learning via Multilevel Training	2022	Jikai Jin Yiping Lu José Blanchet Lexing Ying
+	Correcting Convexity Bias in Function and Functional Estimate	2022	Chao Ma Lexing Ying
+	Why self-attention is Natural for Sequence-to-Sequence Problems? A Perspective from Symmetries	2022	Chao Ma Lexing Ying
+	Synthetic Principal Component Design: Fast Covariate Balancing with Synthetic Controls	2022	Yiping Lu Jiajin Li Lexing Ying José Blanchet
+	High-dimensional density estimation with tensorizing flow	2022	Yinuo Ren Hongli Zhao Yuehaw Khoo Lexing Ying
+	Beyond the Quadratic Approximation: the Multiscale Structure of Neural Network Loss Landscapes	2022	Chao Ma Daniel Kunin Lei Wu Lexing Ying
+	Importance Tempering: Group Robustness for Overparameterized Models	2022	Yiping Lu Wenlong Ji Zachary Izzo Lexing Ying
+	Continuous-in-time Limit for Bayesian Bandits	2022	Yuhua Zhu Zach Izzo Lexing Ying
+ PDF Chat	Approximate inversion of discrete Fourier integral operators	2021	Jordi Feliu‐Fabà Lexing Ying
+	Accelerating Inference for Sparse Extreme Multi-Label Ranking Trees.	2021	Philip A. Etter Kai Zhong Hsiang‐Fu Yu Lexing Ying Inderjit S. Dhillon
+	The Sobolev Regularization Effect of Stochastic Gradient Descent.	2021	Chao Ma Lexing Ying
+	Approximate inversion of discrete Fourier integral operators	2021	Jordi Feliu‐Fabà Lexing Ying
+	Why resampling outperforms reweighting for correcting sampling bias with stochastic descents	2021	Jing An Lexing Ying Yuhua Zhu
+ PDF Chat	A simple multiscale method for mean field games	2021	Haoya Li Yuwei Fan Lexing Ying
+	Operator Augmentation for General Noisy Matrix Systems.	2021	Philip A. Etter Lexing Ying
+ PDF Chat	A Heuristic Independent Particle Approximation to Determinantal Point Processes	2021	Lexing Ying
+	How to Learn when Data Reacts to Your Model: Performative Gradient Descent	2021	Zachary Izzo Lexing Ying James Zou
+ PDF Chat	Natural Gradient for Combined Loss Using Wavelets	2021	Lexing Ying
+	An efficient dynamical low-rank algorithm for the Boltzmann-BGK equation close to the compressible viscous flow regime	2021	Lukas Einkemmer Jingwei Hu Lexing Ying
+	Multi-Level Fine-Tuning: Closing Generalization Gaps in Approximation of Solution Maps under a Limited Budget for Training Data	2021	Zhihan Li Yuwei Fan Lexing Ying
+ PDF Chat	Multilevel Fine-Tuning: Closing Generalization Gaps in Approximation of Solution Maps under a Limited Budget for Training Data	2021	Zhihan Li Yuwei Fan Lexing Ying
+ PDF Chat	Hierarchical low-rank structure of parameterized distributions	2021	Jun Qin Lexing Ying
+	Top-$k$ eXtreme Contextual Bandits with Arm Hierarchy	2021	Rajat Sen Alexander Rakhlin Lexing Ying Rahul Kidambi Dean P. Foster Daniel Hill Inderjit S. Dhillon
+	How to Learn when Data Reacts to Your Model: Performative Gradient Descent	2021	Zachary Izzo Lexing Ying James Zou
+	Shrinkage Estimation of Functions of Large Noisy Symmetric Matrices	2021	Panagiotis Lolas Lexing Ying
+ PDF Chat	Efficient Construction of Tensor Ring Representations from Sampling	2021	Yuehaw Khoo Jianfeng Lu Lexing Ying
+ PDF Chat	An Efficient Dynamical Low-Rank Algorithm for the Boltzmann-BGK Equation Close to the Compressible Viscous Flow Regime	2021	Lukas Einkemmer Jingwei Hu Lexing Ying
+ PDF Chat	On the gradient flow structure of the isotropic Landau equation	2021	Jing An Lexing Ying
+	Approximate Newton policy gradient algorithms	2021	Haoya Li Samarth Gupta Hsiang‐Fu Yu Lexing Ying Inderjit S. Dhillon
+	Machine Learning For Elliptic PDEs: Fast Rate Generalization Bound, Neural Scaling Law and Minimax Optimality	2021	Yiping Lu Haoxuan Chen Jianfeng Lu Lexing Ying José Blanchet
+	Operator Shifting for Model-based Policy Evaluation	2021	Xun Tang Lexing Ying Yuhua Zhu
+	On Linear Stability of SGD and Input-Smoothness of Neural Networks	2021	Chao Ma Lexing Ying
+	How to Learn when Data Gradually Reacts to Your Model	2021	Zachary Izzo James Zou Lexing Ying
+	A Riemannian Mean Field Formulation for Two-layer Neural Networks with Batch Normalization	2021	Chao Ma Lexing Ying
+	Enterprise-Scale Search: Accelerating Inference for Sparse Extreme Multi-Label Ranking Trees	2021	Philip A. Etter Kai Zhong Hsiang‐Fu Yu Lexing Ying Inderjit S. Dhillon
+	Operator Shifting for General Noisy Matrix Systems	2021	Philip A. Etter Lexing Ying
+	Solving for high dimensional committor functions using neural network with online approximation to derivatives.	2020	Haoya Li Yuehaw Khoo Yinuo Ren Lexing Ying
+ PDF Chat	Hierarchical Interpolative Factorization Preconditioner for Parabolic Equations	2020	Jordi Feliu‐Fabà Lexing Ying
+	Operator Augmentation for Noisy Elliptic Systems.	2020	Philip A. Etter Lexing Ying
+	Why resampling outperforms reweighting for correcting sampling bias.	2020	Jing An Lexing Ying Yuhua Zhu
+ PDF Chat	Mirror Descent Algorithms for Minimizing Interacting Free Energy	2020	Lexing Ying
+ PDF Chat	Solving parametric PDE problems with artificial neural networks	2020	Yuehaw Khoo Jianfeng Lu Lexing Ying
+ PDF Chat	Borrowing From the Future: Addressing Double Sampling in Model-free Control	2020	Yuhua Zhu Zach Izzo Lexing Ying
+ PDF Chat	A Mean-field Analysis of Deep ResNet and Beyond: Towards Provable Optimization Via Overparameterization From Depth	2020	Yiping Lu Chao Ma Yulong Lu Jianfeng Lu Lexing Ying
+ PDF Chat	Meta-learning pseudo-differential operators with deep neural networks	2020	Jordi Feliu‐Fabà Yuwei Fan Lexing Ying
+	A Sharp Convergence Rate for the Asynchronous Stochastic Gradient Descent	2020	Yuhua Zhu Lexing Ying
+ PDF Chat	A Simple Solver for the Fractional Laplacian in Multiple Dimensions	2020	Victor Minden Lexing Ying
+ PDF Chat	Recursively preconditioned hierarchical interpolative factorization for elliptic partial differential equations	2020	Jordi Feliu‐Fabà Kenneth L. Ho Lexing Ying
+	Hierarchical Interpolative Factorization Preconditioner for Parabolic Equations	2020	Jordi Feliu‐Fabà Lexing Ying
+	Mirror Descent Algorithms for Minimizing Interacting Free Energy	2020	Lexing Ying
+	Maximizing robustness of point-set registration by leveraging non-convexity	2020	Cindy Orozco Bohorquez Yuehaw Khoo Lexing Ying
+	A Mean-field Analysis of Deep ResNet and Beyond: Towards Provable Optimization Via Overparameterization From Depth	2020	Yiping Lu Chao Ma Yulong Lu Jianfeng Lu Lexing Ying
+	Borrowing From the Future: Addressing Double Sampling in Model-free Control	2020	Yuhua Zhu Zach Izzo Lexing Ying
+	Natural Gradient for Combined Loss Using Wavelets	2020	Lexing Ying
+ PDF Chat	Analytical Low-Rank Compression via Proxy Point Selection	2020	Xin Ye Jianlin Xia Lexing Ying
+	Distributed-memory $\mathcal{H}$-matrix Algebra I: Data Distribution and Matrix-vector Multiplication	2020	Yingzhou Li Jack Poulson Lexing Ying
+	A heuristic independent particle approximation to determinantal point processes	2020	Lexing Ying
+	Efficient Long-Range Convolutions for Point Clouds	2020	Yifan Peng Lin Lin Lexing Ying Leonardo Zepeda-Núñez
+ PDF Chat	Semidefinite Relaxation of Multimarginal Optimal Transport for Strictly Correlated Electrons in Second Quantization	2020	Yuehaw Khoo Lin Lin Michael Lindsey Lexing Ying
+	Achieving Adversarial Robustness Requires An Active Teacher	2020	Chao Ma Lexing Ying
+	Why resampling outperforms reweighting for correcting sampling bias with stochastic gradients	2020	Jing An Lexing Ying Yuhua Zhu
+	A semigroup method for high dimensional committor functions based on neural network	2020	Haoya Li Yuehaw Khoo Yinuo Ren Lexing Ying
+	Operator Shifting for Noisy Elliptic Systems	2020	Philip A. Etter Lexing Ying
+	A Note on Optimization Formulations of Markov Decision Processes	2020	Lexing Ying Yuhua Zhu
+	Borrowing From the Future: An Attempt to Address Double Sampling	2019	Yuhua Zhu Lexing Ying
+	Solving electrical impedance tomography with deep learning	2019	Yuwei Fan Lexing Ying
+ PDF Chat	Hessian transport gradient flows	2019	Wuchen Li Lexing Ying
+ PDF Chat	Stochastic modified equations for the asynchronous stochastic gradient descent	2019	Jing An Jianfeng Lu Lexing Ying
+ PDF Chat	A multiscale neural network based on hierarchical nested bases	2019	Yuwei Fan Jordi Feliu‐Fabà Lin Lin Lexing Ying Leonardo Zepeda-Núñez
+ PDF Chat	BCR-Net: A neural network based on the nonstandard wavelet form	2019	Yuwei Fan Cindy Orozco Bohorquez Lexing Ying
+ PDF Chat	Fast algorithms for integral formulations of steady-state radiative transfer equation	2019	Yuwei Fan Jing An Lexing Ying
+	Hessian transport gradient flows	2019	Wuchen Li Lexing Ying
+	Semidefinite relaxation of multi-marginal optimal transport for strictly correlated electrons in second quantization	2019	Yuehaw Khoo Lin Lin Michael Lindsey Lexing Ying
+ PDF Chat	Convex Relaxation Approaches for Strictly Correlated Density Functional Theory	2019	Yuehaw Khoo Lexing Ying
+	Analytical low-rank compression via proxy point selection	2019	Xin Ye Jianlin Xia Lexing Ying
+	Solving Optical Tomography with Deep Learning	2019	Yuwei Fan Lexing Ying
+ PDF Chat	SwitchNet: A Neural Network Model for Forward and Inverse Scattering Problems	2019	Yuehaw Khoo Lexing Ying
+	Coarse-Proxy Reduced Basis Methods for Integral Equations	2019	Philip A. Etter Yuwei Fan Lexing Ying
+ PDF Chat	A Multiscale Neural Network Based on Hierarchical Matrices	2019	Yuwei Fan Lin Lin Lexing Ying Leonardo Zepeda-Núñez
+	Hierarchical Low-rank Structure of Parameterized Distributions	2019	Jun Qin Lexing Ying
+	On the gradient flow structure of the isotropic Landau equation	2019	Jing An Lexing Ying
+	Borrowing From the Future: An Attempt to Address Double Sampling	2019	Yuhua Zhu Lexing Ying
+	Solving Inverse Wave Scattering with Deep Learning	2019	Yuwei Fan Lexing Ying
+ PDF Chat	Solving for high-dimensional committor functions using artificial neural networks	2018	Yuehaw Khoo Jianfeng Lu Lexing Ying
+ PDF Chat	Sparsifying preconditioner for the time-harmonic Maxwell's equations	2018	Fei Liu Lexing Ying
+ PDF Chat	Simple, direct and efficient multi-way spectral clustering	2018	Anil Damle Victor Minden Lexing Ying
+	A simple solver for the fractional Laplacian in multiple dimensions	2018	Victor Minden Lexing Ying
+	Solving for high dimensional committor functions using artificial neural networks	2018	Yuehaw Khoo Jianfeng Lu Lexing Ying
+	A multiscale neural network based on hierarchical matrices	2018	Yuwei Fan Lin Lin Lexing Ying Leonardo Zepeda-Núñez
+ PDF Chat	An Entropic Fourier Method for the Boltzmann Equation	2018	Zhenning Cai Yuwei Fan Lexing Ying
+	Recursively Preconditioned Hierarchical Interpolative Factorization for Elliptic Partial Differential Equations	2018	Jordi Feliu‐Fabà Kenneth L. Ho Lexing Ying
+	Convex relaxation approaches for strictly correlated density functional theory	2018	Yuehaw Khoo Lexing Ying
+	SwitchNet: a neural network model for forward and inverse scattering problems	2018	Yuehaw Khoo Lexing Ying
+	A multiscale neural network based on hierarchical nested bases	2018	Yuwei Fan Jordi Feliu‐Fabà Lin Lin Lexing Ying Leonardo Zepeda-Núñez
+ PDF Chat	Sparsify and Sweep: An Efficient Preconditioner for the Lippmann--Schwinger Equation	2018	Fei Liu Lexing Ying
+	Entropy monotonic spectral method for Boltzmann equation	2017	Zhenning Cai Yuwei Fan Lexing Ying
+ PDF Chat	Multidimensional butterfly factorization	2017	Yingzhou Li Haizhao Yang Lexing Ying
+ PDF Chat	Distributed-memory hierarchical interpolative factorization	2017	Yingzhou Li Lexing Ying
+ PDF Chat	SCDM-k: Localized orbitals for solids via selected columns of the density matrix	2017	Anil Damle Lin Lin Lexing Ying
+ PDF Chat	Localized sparsifying preconditioner for periodic indefinite systems	2017	Fei Liu Lexing Ying
+	Sparsify and sweep: an efficient preconditioner for the Lippmann-Schwinger equation	2017	Fei Liu Lexing Ying
+ PDF Chat	Computing Localized Representations of the Kohn--Sham Subspace Via Randomization and Refinement	2017	Anil Damle Lin Lin Lexing Ying
+	Efficient construction of tensor ring representations from sampling	2017	Yuehaw Khoo Jianfeng Lu Lexing Ying
+	An entropic fourier method for the Boltzmann equation	2017	Zhenning Cai Yuwei Fan Lexing Ying
+ PDF Chat	Tensor Network Skeletonization	2017	Lexing Ying
+ PDF Chat	A Recursive Skeletonization Factorization Based on Strong Admissibility	2017	Victor Minden Kenneth L. Ho Anil Damle Lexing Ying
+ PDF Chat	Fast Spatial Gaussian Process Maximum Likelihood Estimation via Skeletonization Factorizations	2017	Victor Minden Anil Damle Kenneth L. Ho Lexing Ying
+	Localized Sparsifying Preconditioner	2016	Fei Liu Lexing Ying
+	Accelerating selected columns of the density matrix computations via approximate column selection	2016	Anil Damle Lin Lin Lexing Ying
+ PDF Chat	Sparsifying preconditioner for soliton calculations	2016	Jianfeng Lu Lexing Ying
+ PDF Chat	Additive Sweeping Preconditioner for the Helmholtz Equation	2016	Fei Liu Lexing Ying
+	Adaptively compressed polarizability operator for accelerating large scale \textit{ab initio} phonon calculations	2016	Lin Lin Ze Xu Lexing Ying
+	Tensor Network Skeletonization	2016	Lexing Ying
+	Robust and efficient multi-way spectral clustering	2016	Anil Damle Victor Minden Lexing Ying
+	Computing localized representations of the kohn-sham subspace via randomization and refinement	2016	Anil Damle Lin Lin Lexing Ying
+ PDF Chat	Fast algorithm for periodic density fitting for Bloch waves	2016	Jianfeng Lu Lexing Ying
+ PDF Chat	A Technique for Updating Hierarchical Skeletonization-Based Factorizations of Integral Operators	2016	Victor Minden Anil Damle Kenneth L. Ho Lexing Ying
+ PDF Chat	Compression of the electron repulsion integral tensor in tensor hypercontraction format with cubic scaling cost	2015	Jianfeng Lu Lexing Ying
+ PDF Chat	Hierarchical Interpolative Factorization for Elliptic Operators: Differential Equations	2015	Kenneth L. Ho Lexing Ying
+ PDF Chat	Hierarchical Interpolative Factorization for Elliptic Operators: Integral Equations	2015	Kenneth L. Ho Lexing Ying
+ PDF Chat	Compressed Representation of Kohn–Sham Orbitals via Selected Columns of the Density Matrix	2015	Anil Damle Lin Lin Lexing Ying
+	Recursive Sweeping Preconditioner for the 3D Helmholtz Equation	2015	Fei Liu Lexing Ying
+ PDF Chat	Crystal Image Analysis Using 2D Synchrosqueezed Transforms	2015	Haizhao Yang Jianfeng Lu Lexing Ying
+ PDF Chat	Sparsifying Preconditioner for Pseudospectral Approximations of Indefinite Systems on Periodic Structures	2015	Lexing Ying
+	SCDM-k: Localized orbitals for solids via selected columns of the density matrix	2015	Anil Damle Lin Lin Lexing Ying
+	Fast algorithm for periodic density fitting for Bloch waves	2015	Jianfeng Lu Lexing Ying
+	Additive Sweeping Preconditioner for the Helmholtz Equation	2015	Fei Liu Lexing Ying
+ PDF Chat	Fast Directional Computation of High Frequency Boundary Integrals via Local FFTs	2015	Lexing Ying
+ PDF Chat	A Multiscale Butterfly Algorithm for Multidimensional Fourier Integral Operators	2015	Yingzhou Li Haizhao Yang Lexing Ying
+ PDF Chat	Butterfly Factorization	2015	Yingzhou Li Haizhao Yang Eileen Martin Kenneth L. Ho Lexing Ying
+ PDF Chat	Sparsifying Preconditioner for the Lippmann--Schwinger Equation	2015	Lexing Ying
+	A technique for updating hierarchical factorizations of integral operators	2014	Victor Minden Anil Damle Kenneth L. Ho Lexing Ying
+	A fast algorithm for the energy space boson Boltzmann collision operator	2014	Jingwei Hu Lexing Ying
+	Directional Preconditioner for High Frequency Obstacle Scattering	2014	Lexing Ying
+	Compression of the electron repulsion integral tensor in tensor hypercontraction format with cubic scaling cost	2014	Jianfeng Lu Lexing Ying
+ PDF Chat	Synchrosqueezed Curvelet Transform for Two-Dimensional Mode Decomposition	2014	Haizhao Yang Lexing Ying
+ PDF Chat	Pole Expansion for Solving a Type of Parametrized Linear Systems in Electronic Structure Calculations	2014	Anil Damle Lin Lin Lexing Ying
+ PDF Chat	A Parallel Butterfly Algorithm	2014	Jack Poulson Laurent Demanet Nicholas Maxwell Lexing Ying
+	Fast Directional Computation of High Frequency Boundary Integrals via Local FFTs	2014	Lexing Ying
+	Sparsifying preconditioner for pseudospectral approximations of indefinite systems on periodic structures	2014	Lexing Ying
+	Sparsifying Preconditioner for the Lippmann-Schwinger Equation	2014	Lexing Ying
+	Compressed representation of Kohn-Sham orbitals via selected columns of the density matrix	2014	Anil Damle Lin Lin Lexing Ying
+	Crystal image analysis using $2D$ synchrosqueezed transforms	2014	Haizhao Yang Jianfeng Lu Lexing Ying
+ PDF Chat	A Parallel Directional Fast Multipole Method	2014	Austin R. Benson Jack Poulson Kenneth Tran Björn Engquist Lexing Ying
+	Synchrosqueezed Curvelet Transform for 2D Mode Decomposition	2013	Haizhao Yang Lexing Ying
+ PDF Chat	A Parallel Sweeping Preconditioner for Heterogeneous 3D Helmholtz Equations	2013	Jack Poulson Björn Engquist Siwei Li Lexing Ying
+ PDF Chat	Synchrosqueezed Wave Packet Transform for 2D Mode Decomposition	2013	Haizhao Yang Lexing Ying
+	Pole expansion for solving a type of parametrized linear systems in electronic structure calculations	2013	Anil Damle Lin Lin Lexing Ying
+	A parallel butterfly algorithm	2013	Jack Poulson Laurent Demanet Nicholas Maxwell Lexing Ying
+	Hierarchical interpolative factorization for elliptic operators: differential equations	2013	Kenneth L. Ho Lexing Ying
+	Hierarchical interpolative factorization for elliptic operators: integral equations	2013	Kenneth L. Ho Lexing Ying
+	A Convergent Multiscale Gaussian-Beam Parametrix for the Wave Equation	2012	Gang Bao Jianliang Qian Lexing Ying Hai Zhang
+ PDF Chat	Element orbitals for Kohn-Sham density functional theory	2012	Lin Lin Lexing Ying
+ PDF Chat	Optimized local basis set for Kohn–Sham density functional theory	2012	Lin Lin Jianfeng Lu Lexing Ying E Weinan
+	A parallel sweeping preconditioner for high frequency heterogeneous 3D Helmholtz equations	2012	Jack Poulson Björn Engquist Sergey Fomel Siwei Li Lexing Ying
+ PDF Chat	Fast wave computation via Fourier integral operators	2012	Laurent Demanet Lexing Ying
+	A Butterfly Algorithm for Synthetic Aperture Radar Imaging	2012	Laurent Demanet Matthew Ferrara Nicholas Maxwell Jack Poulson Lexing Ying
+ PDF Chat	A fast spectral algorithm for the quantum Boltzmann collision operator	2012	Jingwei Hu Lexing Ying
+ PDF Chat	Adaptive local basis set for Kohn–Sham density functional theory in a discontinuous Galerkin framework I: Total energy calculation	2011	Lin Lin Jianfeng Lu Lexing Ying E Weinan
+	Optimized local basis function for Kohn-Sham density functional theory	2011	Lin Lin Jianfeng Lu Lexing Ying E Weinan
+ PDF Chat	Sweeping Preconditioner for the Helmholtz Equation: Moving Perfectly Matched Layers	2011	Björn Engquist Lexing Ying
+ PDF Chat	Fast construction of hierarchical matrix representation from matrix–vector multiplication	2011	Lin Lin Jianfeng Lu Lexing Ying
+ PDF Chat	Sweeping preconditioner for the Helmholtz equation: Hierarchical matrix representation	2011	Björn Engquist Lexing Ying
+ PDF Chat	Discrete Symbol Calculus	2011	Laurent Demanet Lexing Ying
+	Sweeping Preconditioner for the Helmholtz Equation: Artificial Perfectly Matched Layers	2010	Björn Engquist Lexing Ying
+ PDF Chat	Scattering in Flatland: Efficient Representations via Wave Atoms	2010	Laurent Demanet Lexing Ying
+	Sweeping Preconditioner for the Helmholtz Equation: Hierarchical Matrix Representation	2010	Björn Engquist Lexing Ying
+	Sweeping Preconditioner for the Helmholtz Equation: Moving Perfectly Matched Layers	2010	Björn Engquist Lexing Ying
+	Fast construction of hierarchical matrix representation from matrix-vector multiplication	2010	Lin Lin Jianfeng Lu Lexing Ying
+ PDF Chat	Pole-Based approximation of the Fermi-Dirac function	2009	Lin Lin Jianfeng Lu Lexing Ying E Weinan
+ PDF Chat	A fast directional algorithm for high frequency acoustic scattering in two dimensions	2009	Björn Engquist Lexing Ying
+ PDF Chat	A Fast Butterfly Algorithm for the Computation of Fourier Integral Operators	2009	Emmanuel J. Candès Laurent Demanet Lexing Ying
+ PDF Chat	Fast Computation of Partial Fourier Transforms	2009	Lexing Ying Sergey Fomel
+ PDF Chat	Sparse Fourier Transform via Butterfly Algorithm	2009	Lexing Ying
+	Fast Directional Computation for the High Frequency Helmholtz Kernel in Two Dimensions	2008	Björn Engquist Lexing Ying
+	Scattering in flatland: Efficient representations via wave atoms	2008	Laurent Demanet Lexing Ying
+	Fast Computation of Partial Fourier Transforms	2008	Lexing Ying Sergey Fomel
+	A Fast Butterfly Algorithm for the Computation of Fourier Integral Operators	2008	Emmanuel J. Candès Laurent Demanet Lexing Ying
+	Discrete Symbol Calculus	2008	Laurent Demanet Lexing Ying
+	Sparse Fourier Transform via Butterfly Algorithm	2008	Lexing Ying
+	Wave atoms and sparsity of oscillatory patterns	2007	Laurent Demanet Lexing Ying
+ PDF Chat	Fast Computation of Fourier Integral Operators	2007	Emmanuel J. Candès Laurent Demanet Lexing Ying
+	Fast directional multilevel solver for integral formulations of wave scattering	2007	Björn Engquist Lexing Ying
+	The phase flow method	2006	Lexing Ying Emmanuel J. Candès
+	Fast Computation of Fourier Integral Operators	2006	Emmanuel J. Candès Laurent Demanet Lexing Ying

Common Coauthors

Coauthor	Papers Together
Lin Lin	23
Jianfeng Lu	21
Haoya Li	20
Yuwei Fan	20
Yuehaw Khoo	18
Anil Damle	15
Laurent Demanet	13
Hongkang Ni	12
Björn Engquist	11
Kenneth L. Ho	11
Philip A. Etter	11
Yinuo Ren	11
Yuhua Zhu	11
Jordi Feliu‐Fabà	9
Inderjit S. Dhillon	9
Jing An	8
Yiping Lu	8
Haizhao Yang	8
Victor Minden	8
Hsiang‐Fu Yu	7
Jack Poulson	7
Leonardo Zepeda-Núñez	6
Xun Tang	6
Lin Lin	6
José Blanchet	6
Emmanuel J. Candès	5
Grant M. Rotskoff	5
Yingzhou Li	5
E Weinan	4
Jingwei Hu	4
Haoxuan Chen	4
Tesi Xiao	4
Zachary Izzo	4
Holakou Rahmanian	4
Zhenning Cai	3
Samarth Gupta	3
Michael Shavlovsky	3
Yiping Lu	3
Yuhua Zhu	3
Xun Tang	3
James Zou	3
Sergey Fomel	3
Alice Cortinovis	3
Zach Izzo	3
Nicholas Maxwell	3
Zhiyan Ding	2
Kai Zhong	2
Daniel Hill	2
Xun Tang	2
Chao Ma	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	GMRES: A Generalized Minimal Residual Algorithm for Solving Nonsymmetric Linear Systems	1986	Yousef Saad Martin H. Schultz	20
+	Fast wavelet transforms and numerical algorithms I	1991	Gregory Beylkin Ronald R. Coifman Vladimir Rokhlin	19
+ PDF Chat	Deep learning in neural networks: An overview	2014	Jürgen Schmidhuber	15
+ PDF Chat	The Deep Ritz Method: A Deep Learning-Based Numerical Algorithm for Solving Variational Problems	2018	E Weinan Bing Yu	14
+ PDF Chat	Solving parametric PDE problems with artificial neural networks	2020	Yuehaw Khoo Jianfeng Lu Lexing Ying	14
+ PDF Chat	Randomized algorithms for the low-rank approximation of matrices	2007	Edo Liberty Franco Woolfe Per‐Gunnar Martinsson Vladimir Rokhlin Mark Tygert	14
+ PDF Chat	Efficient Algorithms for Computing a Strong Rank-Revealing QR Factorization	1996	Ming Gu Stanley C. Eisenstat	14
+	Wave atoms and sparsity of oscillatory patterns	2007	Laurent Demanet Lexing Ying	12
+ PDF Chat	A unified deep artificial neural network approach to partial differential equations in complex geometries	2018	Jens Berg Kaj Nyström	12
+	New tight frames of curvelets and optimal representations of objects with piecewise <i>C</i><sup>2</sup> singularities	2003	Emmanuel J. Candès David L. Donoho	12
+	Efficient Computation of Oscillatory Integrals via Adaptive Multiscale Local Fourier Bases	2000	Amir Averbuch Elena Braverman Ronald R. Coifman M. Israeli Avram Sidi	12
+ PDF Chat	Fast Computation of Fourier Integral Operators	2007	Emmanuel J. Candès Laurent Demanet Lexing Ying	12
+ PDF Chat	A multiscale neural network based on hierarchical nested bases	2019	Yuwei Fan Jordi Feliu‐Fabà Lin Lin Lexing Ying Leonardo Zepeda-Núñez	12
+	A Randomized Algorithm for the Approximation of Matrices	2006	Per‐Gunnar Martinsson Vladimir Rockhlin Mark Tygert	12
+ PDF Chat	Fast construction of hierarchical matrix representation from matrix–vector multiplication	2011	Lin Lin Jianfeng Lu Lexing Ying	11
+ PDF Chat	Sweeping preconditioner for the Helmholtz equation: Hierarchical matrix representation	2011	Björn Engquist Lexing Ying	11
+ PDF Chat	A Fast Direct Solver for Structured Linear Systems by Recursive Skeletonization	2012	Kenneth L. Ho Leslie Greengard	11
+ PDF Chat	A fast directional algorithm for high frequency acoustic scattering in two dimensions	2009	Björn Engquist Lexing Ying	11
+ PDF Chat	The curvelet representation of wave propagators is optimally sparse	2005	Emmanuel J. Candès Laurent Demanet	10
+ PDF Chat	Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions	2011	Nathan Halko Per‐Gunnar Martinsson Joel A. Tropp	10
+ PDF Chat	Hierarchical Interpolative Factorization for Elliptic Operators: Differential Equations	2015	Kenneth L. Ho Lexing Ying	10
+	Fast Numerical Computations of Oscillatory Integrals Related to Acoustic Scattering, I	1993	Brian Bradie Ronald R. Coifman A. Großmann	10
+ PDF Chat	Sparse Fourier Transform via Butterfly Algorithm	2009	Lexing Ying	10
+	Notes on Perfectly Matched Layers (PMLs)	2021	Steven G. Johnson	10
+	Solving high-dimensional partial differential equations using deep learning	2018	Jiequn Han Arnulf Jentzen E Weinan	10
+ PDF Chat	Compressed Representation of Kohn–Sham Orbitals via Selected Columns of the Density Matrix	2015	Anil Damle Lin Lin Lexing Ying	10
+ PDF Chat	Decay Properties of Spectral Projectors with Applications to Electronic Structure	2013	Michele Benzi Paola Boito Nader Razouk	9
+	An algorithm for the rapid evaluation of special function transforms	2009	Michael O’Neil Franco Woolfe Vladimir Rokhlin	9
+ PDF Chat	Solving for high-dimensional committor functions using artificial neural networks	2018	Yuehaw Khoo Jianfeng Lu Lexing Ying	9
+ PDF Chat	A Fast Butterfly Algorithm for the Computation of Fourier Integral Operators	2009	Emmanuel J. Candès Laurent Demanet Lexing Ying	9
+	A New Class of Analysis-Based Fast Transforms	2007	Michael O’Neil Vladimir Rokhlin	9
+	Hidden physics models: Machine learning of nonlinear partial differential equations	2017	Maziar Raissi George Em Karniadakis	9
+ PDF Chat	Inverse Acoustic and Electromagnetic Scattering Theory	2012	David Colton Rainer Kreß	9
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	9
+	Methods of conjugate gradients for solving linear systems	1952	Magnus R. Hestenes Eduard Stiefel	9
+ PDF Chat	CUR matrix decompositions for improved data analysis	2009	Michael W. Mahoney Petros Drineas	9
+	A multiscale neural network based on hierarchical matrices	2018	Yuwei Fan Lin Lin Lexing Ying Leonardo Zepeda-Núñez	9
+ PDF Chat	Solving the quantum many-body problem with artificial neural networks	2017	Giuseppe Carleo Matthias Troyer	9
+	Estimating Extremal Eigenvalues and Condition Numbers of Matrices	1983	John D. Dixon	8
+ PDF Chat	Hierarchical Interpolative Factorization for Elliptic Operators: Integral Equations	2015	Kenneth L. Ho Lexing Ying	8
+ PDF Chat	SwitchNet: A Neural Network Model for Forward and Inverse Scattering Problems	2019	Yuehaw Khoo Lexing Ying	8
+ PDF Chat	Multi-level adaptive solutions to boundary-value problems	1977	Achi Brandt	8
+ PDF Chat	Estimating the Largest Eigenvalue by the Power and Lanczos Algorithms with a Random Start	1992	J. Kuczyński H. Woźniakowski	8
+	DGM: A deep learning algorithm for solving partial differential equations	2018	Justin Sirignano Konstantinos Spiliopoulos	8
+	THE GEOMETRY OF DISSIPATIVE EVOLUTION EQUATIONS: THE POROUS MEDIUM EQUATION	2001	Félix Otto	8
+	The Variational Formulation of the Fokker--Planck Equation	1998	Richard W. Jordan David Kinderlehrer Félix Otto	8
+	Sequence to Sequence Learning with Neural Networks	2014	Ilya Sutskever Oriol Vinyals Quoc V. Le	7
+	Stochastic modified equations and adaptive stochastic gradient algorithms	2015	Qianxiao Li Cheng Tai E Weinan	7
+ PDF Chat	Sweeping Preconditioner for the Helmholtz Equation: Moving Perfectly Matched Layers	2011	Björn Engquist Lexing Ying	7
+ PDF Chat	Curvelets and Fourier Integral Operators	2003	Emmanuel J. Candès Laurent Demanet	7