Xiliang Lu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 63

Top Topics

Intrinsic Dimension

Mixture Distribution

Hard Thresholding

Top Venues

J. Sci. Comput.

IEEE Trans. Geosci. Remote. Sens.

IEEE Trans. Signal Process.

Publications

Ziyang Xu, Keqin Peng, Liang Ding, Dacheng Tao, Xiliang Lu
Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction. CoRR (2024)
Di Wu, Yuling Jiao, Li Shen, Haizhao Yang, Xiliang Lu
Neural Network Approximation for Pessimistic Offline Reinforcement Learning. AAAI (2024)
HanQin Cai, Longxiu Huang, Xiliang Lu, Juntao You
Accelerating Ill-conditioned Hankel Matrix Recovery via Structured Newton-like Descent. CoRR (2024)
Yuanyuan Yang, XinYu Lyu, Sida He, Xiliang Lu, Ji Qi, Zhihao Li
On the robustness of double-word addition algorithms. CoRR (2024)
Z. T. Wang, Qiuhao Chen, Yuxuan Du, Z. H. Yang, Xiaoxia Cai, Kaixuan Huang, Jingning Zhang, Kai Xu, Jun Du, Yinan Li, Yuling Jiao, Xingyao Wu, Wu Liu, Xiliang Lu, Huikai Xu, Yirong Jin, Ruixia Wang, Haifeng Yu, S. P. Zhao
Quantum Compiling with Reinforcement Learning on a Superconducting Processor. CoRR (2024)
Xia Ji, Yuling Jiao, Xiliang Lu, Pengcheng Song, Fengru Wang
Deep Ritz Method for Elliptical Multiple Eigenvalue Problems. J. Sci. Comput. 98 (2) (2024)
Chenguang Duan, Junjun Huang, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang
Current density impedance imaging with PINNs. J. Comput. Appl. Math. 452 (2024)
Bangti Jin, Xiliang Lu, Qimeng Quan, Zhi Zhou
Numerical Recovery of the Diffusion Coefficient in Diffusion Equations from Terminal Measurement. CoRR (2024)
Junjun Huang, Xiliang Lu, Jerry Zhijian Yang
Sparse Membership Affinity Lasso for Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 32 (3) (2024)
Yuling Jiao, Di Li, Xiliang Lu, Jerry Zhijian Yang, Cheng Yuan
A Gaussian mixture distribution-based adaptive sampling method for physics-informed neural networks. Eng. Appl. Artif. Intell. 135 (2024)
Ziyang Xu, Keqin Peng, Liang Ding, Dacheng Tao, Xiliang Lu
Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction. LREC/COLING (2024)
Yuling Jiao, Dingwei Li, Min Liu, Xiliang Lu, Yuanyuan Yang
Correction to: Just Least Squares: Binary Compressive Sampling with Low Generative Intrinsic Dimension. J. Sci. Comput. 96 (2) (2023)
Yuling Jiao, Yanming Lai, Xiliang Lu, Fengru Wang, Jerry Zhijian Yang, Yuanyuan Yang
Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality in Approximation on Hölder Class. SIAM J. Math. Anal. 55 (4) (2023)
Di Wu, Yuling Jiao, Li Shen, Haizhao Yang, Xiliang Lu
Neural Network Approximation for Pessimistic Offline Reinforcement Learning. CoRR (2023)
Junyu Zhu, Xu Liao, Changshi Li, Yuling Jiao, Jin Liu, Xiliang Lu
Invariant and Sufficient Supervised Representation Learning. IJCNN (2023)
Chenguang Duan, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang, Cheng Yuan
Deep Neural Network Approximation of Composition Functions: with application to PINNs. CoRR (2023)
Chenguang Duan, Yuling Jiao, Lican Kang, Xiliang Lu, Jerry Zhijian Yang
Fast Excess Risk Rates via Offset Rademacher Complexity. ICML (2023)
Yuling Jiao, Dingwei Li, Min Liu, Xiliang Lu, Yuanyuan Yang
Just Least Squares: Binary Compressive Sampling with Low Generative Intrinsic Dimension. J. Sci. Comput. 95 (1) (2023)
Chenguang Duan, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang
Current density impedance imaging with PINNs. CoRR (2023)
Yuling Jiao, Di Li, Xiliang Lu, Jerry Zhijian Yang, Cheng Yuan
GAS: A Gaussian Mixture Distribution-Based Adaptive Sampling Method for PINNs. CoRR (2023)
Zhan Yu, Qiuhao Chen, Yuling Jiao, Yinan Li, Xiliang Lu, Xin Wang, Jerry Zhijian Yang
Provable Advantage of Parameterized Quantum Circuit in Function Approximation. CoRR (2023)
Yin Dai, Yuling Jiao, Lican Kang, Xiliang Lu, Jerry Zhijian Yang
Global Optimization via Schrödinger-Föllmer Diffusion. SIAM J. Control. Optim. 61 (5) (2023)
Qinian Jin, Xiliang Lu, Liuying Zhang
Stochastic mirror descent method for linear ill-posed problems in Banach spaces. CoRR (2022)
Bangti Jin, Xiyao Li, Xiliang Lu
Imaging Conductivity from Current Density Magnitude using Neural Networks. CoRR (2022)
Xinxin Liu, Huanfeng Shen, Qiangqiang Yuan, Xiliang Lu, Shutao Li
One-Step High-Quality NDVI Time-Series Reconstruction by Joint Modeling of Gradual Vegetation Change and Negatively Biased Atmospheric Contamination. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Peili Li, Yuling Jiao, Xiliang Lu, Lican Kang
A data-driven line search rule for support recovery in high-dimensional data analysis. Comput. Stat. Data Anal. 174 (2022)
Jian Huang, Yuling Jiao, Xiliang Lu, Yueyong Shi, Qinglong Yang, Yuanyuan Yang
PSNA: A pathwise semismooth Newton algorithm for sparse recovery with optimal local convergence and oracle properties. Signal Process. 194 (2022)
Huan Liu, Bangti Jin, Xiliang Lu
Imaging Anisotropic Conductivities from Current Densities. CoRR (2022)
Huan Liu, Bangti Jin, Xiliang Lu
Imaging Anisotropic Conductivities from Current Densities. SIAM J. Imaging Sci. 15 (2) (2022)
Jian-Feng Cai, Yuling Jiao, Xiliang Lu, Juntao You
Sample-Efficient Sparse Phase Retrieval via Stochastic Alternating Minimization. IEEE Trans. Signal Process. 70 (2022)
Bangti Jin, Xiliang Lu, Qimeng Quan, Zhi Zhou
Convergence Rate Analysis of Galerkin Approximation of Inverse Potential Problem. CoRR (2022)
Jian Huang, Yuling Jiao, Lican Kang, Jin Liu, Yanyan Liu, Xiliang Lu
regularized generalized linear models with statistical guarantee. Comput. Stat. 37 (1) (2022)
Qiuhao Chen, Yuxuan Du, Qi Zhao, Yuling Jiao, Xiliang Lu, Xingyao Wu
Efficient and practical quantum compiler towards multi-qubit systems with deep reinforcement learning. CoRR (2022)
Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Qimeng Quan, Jerry Zhijian Yang
Analysis of Deep Ritz Methods for Laplace Equations with Dirichlet Boundary Conditions. CoRR (2021)
Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu, Xiliang Lu, Jerry Zhijian Yang
Deep Generative Learning via Euler Particle Transport. MSML (2021)
Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang
Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality on Hölder Class. CoRR (2021)
Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang
Convergence Rate Analysis for Deep Ritz Method. CoRR (2021)
Yuling Jiao, Dingwei Li, Min Liu, Xiliang Lu
Coordinate Descent for MCP/SCAD Penalized Least Squares Converges Linearly. CoRR (2021)
Jian-Feng Cai, Yuling Jiao, Xiliang Lu, Juntao You
Sample-Efficient Sparse Phase Retrieval via Stochastic Alternating Minimization. CoRR (2021)
Yuling Jiao, Yanming Lai, Dingwei Li, Xiliang Lu, Yang Wang, Jerry Zhijian Yang
Convergence Analysis for the PINNs. CoRR (2021)
Peili Li, Yuling Jiao, Xiliang Lu, Lican Kang
A Data-Driven Line Search Rule for Support Recovery in High-dimensional Data Analysis. CoRR (2021)
Zhao Ding, Junjun Huang, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang
Robust Decoding from Binary Measurements with Cardinality Constraint Least Squares. CoRR (2020)
Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu, Xiliang Lu, Jerry Zhijian Yang
Generative Learning With Euler Particle Transport. CoRR (2020)
Jian Huang, Yuling Jiao, Lican Kang, Jin Liu, Yanyan Liu, Xiliang Lu
A Support Detection and Root Finding Approach for Learning High-dimensional Generalized Linear Models. CoRR (2020)
Li Guo, Long Chen, Xiliang Lu, C. L. Philip Chen
Membership Affinity Lasso for Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 28 (2) (2020)
Jian-Feng Cai, Jingzhi Li, Xiliang Lu, Juntao You
Sparse Signal Recovery From Phaseless Measurements via Hard Thresholding Pursuit. CoRR (2020)
Jian Huang, Yuling Jiao, Lican Kang, Jin Liu, Yanyan Liu, Xiliang Lu, Yuanyuan Yang
On Newton Screening. CoRR (2020)
Jianfeng Cai, Yuling Jiao, Xiliang Lu, Juntao You
A stochastic alternating minimizing method for sparse phase retrieval. CoRR (2019)
Juntao You, Yuling Jiao, Xiliang Lu, Tieyong Zeng
A Nonconvex Model with Minimax Concave Penalty for Image Restoration. J. Sci. Comput. 78 (2) (2019)
Yin-Ping Zhao, Xiliang Lu, Long Chen, Jinyu Tian, C. L. Philip Chen
Robust Nonconvex Nonnegative Low-rank Representation. iFUZZY (2019)
Xinxin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang
Oblique Stripe Removal in Remote Sensing Images via Oriented Variation. CoRR (2018)
Jian Huang, Yuling Jiao, Xiliang Lu, Yueyong Shi, Qinglong Yang
SNAP: A semismooth Newton algorithm for pathwise optimization with optimal local convergence rate and oracle properties. CoRR (2018)
Xinxin Liu, Huanfeng Shen, Qiangqiang Yuan, Xiliang Lu, Chunping Zhou
A Universal Destriping Framework Combining 1-D and 2-D Variational Optimization Methods. IEEE Trans. Geosci. Remote. Sens. 56 (2) (2018)
Jian Huang, Yuling Jiao, Xiliang Lu, Liping Zhu
Robust Decoding from 1-Bit Compressive Sampling with Ordinary and Regularized Least Squares. SIAM J. Sci. Comput. 40 (4) (2018)
Jian Huang, Yuling Jiao, Yanyan Liu, Xiliang Lu
A Constructive Approach to $L_0$ Penalized Regression. J. Mach. Learn. Res. 19 (2018)
Xiliang Lu, Lijuan Wang, Qishu Yan
Computation of Time Optimal Control Problems Governed by Linear Ordinary Differential Equations. J. Sci. Comput. 73 (1) (2017)
Yuling Jiao, Bangti Jin, Xiliang Lu
) Penalty: Theory and Algorithm. IEEE Trans. Signal Process. 65 (4) (2017)
Yuling Jiao, Bangti Jin, Xiliang Lu
Iterative Soft/Hard Thresholding With Homotopy Continuation for Sparse Recovery. IEEE Signal Process. Lett. 24 (6) (2017)
Bangti Jin, Raytcho D. Lazarov, Xiliang Lu, Zhi Zhou
A simple finite element method for boundary value problems with a Riemann-Liouville derivative. J. Comput. Appl. Math. 293 (2016)
Yuling Jiao, Bangti Jin, Xiliang Lu
) Penalty: Theory and Algorithm. CoRR (2016)
Yuling Jiao, Qinian Jin, Xiliang Lu, Weijie Wang
Alternating Direction Method of Multipliers for Linear Inverse Problems. SIAM J. Numer. Anal. 54 (4) (2016)
Xinxin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Yuling Jiao, Liangpei Zhang
Stripe Noise Separation and Removal in Remote Sensing Images by Consideration of the Global Sparsity and Local Variational Properties. IEEE Trans. Geosci. Remote. Sens. 54 (5) (2016)
Zheng-Fen Jin, Zhongping Wan, Yuling Jiao, Xiliang Lu
An Alternating Direction Method with Continuation for Nonconvex Low Rank Minimization. J. Sci. Comput. 66 (2) (2016)
Kewei Liang, Xiliang Lu, Jerry Zhijian Yang
Finite element approximation to the extremal eigenvalue problem for inhomogenous materials. Numerische Mathematik 130 (4) (2015)
Zhifeng Weng, Jerry Zhijian Yang, Xiliang Lu
Two-level quadratic equal-order stabilized method for the Stokes eigenvalue problem. Int. J. Comput. Math. 92 (2) (2015)
Zhiyuan Sun, Yuling Jiao, Bangti Jin, Xiliang Lu
Numerical identification of a sparse Robin coefficient. Adv. Comput. Math. 41 (1) (2015)
Yuling Jiao, Bangti Jin, Xiliang Lu
A Primal Dual Active Set with Continuation Algorithm for the \ell^0-Regularized Optimization Problem. CoRR (2014)
Qibin Fan, Yuling Jiao, Xiliang Lu
A Primal Dual Active Set Algorithm With Continuation for Compressed Sensing. IEEE Trans. Signal Process. 62 (23) (2014)
Karl Kunisch, Xiliang Lu
Optimal control for elliptic systems with pointwise euclidean norm constraints on the controls. Math. Program. 142 (1-2) (2013)
Qibin Fan, Yuling Jiao, Xiliang Lu
A Primal Dual Active Set Algorithm with Continuation for Compressed Sensing. CoRR (2013)
Bangti Jin, Xiliang Lu
Numerical identification of a Robin coefficient in parabolic problems. Math. Comput. 81 (279) (2012)
Xiliang Lu, Ping Lin
nonconforming finite element method for the penalized unsteady Navier-Stokes equations. Numerische Mathematik 115 (2) (2010)
Karl Kunisch, Kewei Liang, Xiliang Lu
Optimal Control for an Elliptic System with Polygonal State Constraints. SIAM J. Control. Optim. 48 (8) (2010)
Xiliang Lu, Ping Lin, Jian-Guo Liu
Analysis of a sequential regularization method for the unsteady Navier-Stokes equations. Math. Comput. 77 (263) (2008)
Ping Lin, Jian-Guo Liu, Xiliang Lu
Long Time Numerical Solution of the Navier--Stokes Equations Based on a Sequential Regularization Formulation. SIAM J. Sci. Comput. 31 (1) (2008)