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Xiliang Lu
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2020 – today
- 2024
- [j36]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: 108770 (2024) - [j35]Chenguang Duan, Junjun Huang, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang:
Current density impedance imaging with PINNs. J. Comput. Appl. Math. 452: 116120 (2024) - [j34]Xia Ji, Yuling Jiao, Xiliang Lu
Deep Ritz Method for Elliptical Multiple Eigenvalue Problems. J. Sci. Comput. 98(2): 48 (2024) - [j33]Junjun Huang
Sparse Membership Affinity Lasso for Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 32(3): 1553-1563 (2024) - [c6]Di Wu, Yuling Jiao, Li Shen, Haizhao Yang, Xiliang Lu:
Neural Network Approximation for Pessimistic Offline Reinforcement Learning. AAAI 2024: 15868-15877 - [c5]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: 15552-15565 - [i32]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 abs/2403.09963 (2024) - [i31]Yuanyuan Yang, XinYu Lyu, Sida He, Xiliang Lu, Ji Qi, Zhihao Li:
On the robustness of double-word addition algorithms. CoRR abs/2404.05948 (2024) - [i30]Bangti Jin, Xiliang Lu, Qimeng Quan, Zhi Zhou:
Numerical Recovery of the Diffusion Coefficient in Diffusion Equations from Terminal Measurement. CoRR abs/2405.10708 (2024) - [i29]HanQin Cai, Longxiu Huang, Xiliang Lu, Juntao You:
Accelerating Ill-conditioned Hankel Matrix Recovery via Structured Newton-like Descent. CoRR abs/2406.07409 (2024) - [i28]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 abs/2406.12195 (2024) - [i27]Licheng Dai, Xiliang Lu, Juntao You:
GraHTP: A Provable Newton-like Algorithm for Sparse Phase Retrieval. CoRR abs/2410.04034 (2024) - 2023
- [j32]Yuling Jiao, Dingwei Li, Min Liu, Xiliang Lu
Just Least Squares: Binary Compressive Sampling with Low Generative Intrinsic Dimension. J. Sci. Comput. 95(1): 28 (2023) - [j31]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): 58 (2023) - [j30]Yin Dai, Yuling Jiao, Lican Kang, Xiliang Lu, Jerry Zhijian Yang
Global Optimization via Schrödinger-Föllmer Diffusion. SIAM J. Control. Optim. 61(5): 2953-2980 (2023) - [j29]Yuling Jiao, Yanming Lai, Xiliang Lu, Fengru Wang, Jerry Zhijian Yang
Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality in Approximation on Hölder Class. SIAM J. Math. Anal. 55(4): 3635-3649 (2023) - [c4]Chenguang Duan, Yuling Jiao, Lican Kang, Xiliang Lu, Jerry Zhijian Yang:
Fast Excess Risk Rates via Offset Rademacher Complexity. ICML 2023: 8697-8716 - [c3]Junyu Zhu, Xu Liao
Invariant and Sufficient Supervised Representation Learning. IJCNN 2023: 1-8 - [i26]Yuling Jiao, Di Li, Xiliang Lu, Jerry Zhijian Yang, Cheng Yuan:
GAS: A Gaussian Mixture Distribution-Based Adaptive Sampling Method for PINNs. CoRR abs/2303.15849 (2023) - [i25]Chenguang Duan, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang:
Current density impedance imaging with PINNs. CoRR abs/2306.13881 (2023) - [i24]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 abs/2310.07528 (2023) - [i23]Di Wu, Yuling Jiao, Li Shen, Haizhao Yang, Xiliang Lu:
Neural Network Approximation for Pessimistic Offline Reinforcement Learning. CoRR abs/2312.11863 (2023) - 2022
- [j28]Peili Li
A data-driven line search rule for support recovery in high-dimensional data analysis. Comput. Stat. Data Anal. 174: 107524 (2022) - [j27]Jian Huang
GSDAR: a fast Newton algorithm for ℓ 0 regularized generalized linear models with statistical guarantee. Comput. Stat. 37(1): 507-533 (2022) - [j26]Huan Liu, Bangti Jin, Xiliang Lu:
Imaging Anisotropic Conductivities from Current Densities. SIAM J. Imaging Sci. 15(2): 860-891 (2022) - [j25]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: 108432 (2022) - [j24]Xinxin Liu
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: 1-17 (2022) - [j23]Jian-Feng Cai
Sample-Efficient Sparse Phase Retrieval via Stochastic Alternating Minimization. IEEE Trans. Signal Process. 70: 4951-4966 (2022) - [i22]Huan Liu, Bangti Jin, Xiliang Lu:
Imaging Anisotropic Conductivities from Current Densities. CoRR abs/2203.02164 (2022) - [i21]Bangti Jin, Xiliang Lu, Qimeng Quan, Zhi Zhou:
Convergence Rate Analysis of Galerkin Approximation of Inverse Potential Problem. CoRR abs/2203.04899 (2022) - [i20]Bangti Jin, Xiyao Li, Xiliang Lu:
Imaging Conductivity from Current Density Magnitude using Neural Networks. CoRR abs/2204.02441 (2022) - [i19]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 abs/2204.06904 (2022) - [i18]Qinian Jin, Xiliang Lu, Liuying Zhang:
Stochastic mirror descent method for linear ill-posed problems in Banach spaces. CoRR abs/2207.06584 (2022) - 2021
- [c2]Yuan Gao
Deep Generative Learning via Euler Particle Transport. MSML 2021: 336-368 - [i17]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 abs/2103.00542 (2021) - [i16]Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang:
Convergence Rate Analysis for Deep Ritz Method. CoRR abs/2103.13330 (2021) - [i15]Yuling Jiao, Yanming Lai, Dingwei Li, Xiliang Lu, Yang Wang, Jerry Zhijian Yang:
Convergence Analysis for the PINNs. CoRR abs/2109.01780 (2021) - [i14]Yuling Jiao, Dingwei Li, Min Liu, Xiliang Lu:
Coordinate Descent for MCP/SCAD Penalized Least Squares Converges Linearly. CoRR abs/2109.08850 (2021) - [i13]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 abs/2111.02009 (2021) - [i12]Peili Li, Yuling Jiao, Xiliang Lu, Lican Kang:
A Data-Driven Line Search Rule for Support Recovery in High-dimensional Data Analysis. CoRR abs/2111.10806 (2021) - [i11]Jian-Feng Cai, Yuling Jiao, Xiliang Lu, Juntao You:
Sample-Efficient Sparse Phase Retrieval via Stochastic Alternating Minimization. CoRR abs/2112.07919 (2021) - 2020
- [j22]Li Guo
Membership Affinity Lasso for Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 28(2): 294-307 (2020) - [i10]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 abs/2001.05819 (2020) - [i9]Jian-Feng Cai, Jingzhi Li, Xiliang Lu, Juntao You:
Sparse Signal Recovery From Phaseless Measurements via Hard Thresholding Pursuit. CoRR abs/2005.08777 (2020) - [i8]Zhao Ding, Junjun Huang, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang:
Robust Decoding from Binary Measurements with Cardinality Constraint Least Squares. CoRR abs/2006.02890 (2020) - [i7]Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu, Xiliang Lu, Jerry Zhijian Yang:
Generative Learning With Euler Particle Transport. CoRR abs/2012.06094 (2020)
2010 – 2019
- 2019
- [j21]Juntao You
A Nonconvex Model with Minimax Concave Penalty for Image Restoration. J. Sci. Comput. 78(2): 1063-1086 (2019) - [c1]Yin-Ping Zhao, Xiliang Lu, Long Chen, Jinyu Tian, C. L. Philip Chen:
Robust Nonconvex Nonnegative Low-rank Representation. iFUZZY 2019: 226-231 - [i6]Jianfeng Cai, Yuling Jiao, Xiliang Lu, Juntao You:
A stochastic alternating minimizing method for sparse phase retrieval. CoRR abs/1906.05967 (2019) - 2018
- [j20]Jian Huang, Yuling Jiao, Yanyan Liu, Xiliang Lu:
A Constructive Approach to $L_0$ Penalized Regression. J. Mach. Learn. Res. 19: 10:1-10:37 (2018) - [j19]Jian Huang
Robust Decoding from 1-Bit Compressive Sampling with Ordinary and Regularized Least Squares. SIAM J. Sci. Comput. 40(4): A2062-A2086 (2018) - [j18]Xinxin Liu
A Universal Destriping Framework Combining 1-D and 2-D Variational Optimization Methods. IEEE Trans. Geosci. Remote. Sens. 56(2): 808-822 (2018) - [i5]Xinxin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang:
Oblique Stripe Removal in Remote Sensing Images via Oriented Variation. CoRR abs/1809.02043 (2018) - [i4]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 abs/1810.03814 (2018) - 2017
- [j17]Xiliang Lu
Computation of Time Optimal Control Problems Governed by Linear Ordinary Differential Equations. J. Sci. Comput. 73(1): 1-25 (2017) - [j16]Yuling Jiao
Iterative Soft/Hard Thresholding With Homotopy Continuation for Sparse Recovery. IEEE Signal Process. Lett. 24(6): 784-788 (2017) - [j15]Yuling Jiao
Group Sparse Recovery via the ℓ0(ℓ2) Penalty: Theory and Algorithm. IEEE Trans. Signal Process. 65(4): 998-1012 (2017) - 2016
- [j14]Bangti Jin, Raytcho D. Lazarov
A simple finite element method for boundary value problems with a Riemann-Liouville derivative. J. Comput. Appl. Math. 293: 94-111 (2016) - [j13]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): 849-869 (2016) - [j12]Yuling Jiao
Alternating Direction Method of Multipliers for Linear Inverse Problems. SIAM J. Numer. Anal. 54(4): 2114-2137 (2016) - [j11]Xinxin Liu, Xiliang Lu
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): 3049-3060 (2016) - [i3]Yuling Jiao, Bangti Jin, Xiliang Lu:
Group Sparse Recovery via the ℓ0(ℓ2) Penalty: Theory and Algorithm. CoRR abs/1601.04174 (2016) - 2015
- [j10]Zhiyuan Sun
Numerical identification of a sparse Robin coefficient. Adv. Comput. Math. 41(1): 131-148 (2015) - [j9]Zhifeng Weng, Jerry Zhijian Yang
Two-level quadratic equal-order stabilized method for the Stokes eigenvalue problem. Int. J. Comput. Math. 92(2): 337-348 (2015) - [j8]Kewei Liang, Xiliang Lu
Finite element approximation to the extremal eigenvalue problem for inhomogenous materials. Numerische Mathematik 130(4): 741-762 (2015) - 2014
- [j7]Qibin Fan, Yuling Jiao
A Primal Dual Active Set Algorithm With Continuation for Compressed Sensing. IEEE Trans. Signal Process. 62(23): 6276-6285 (2014) - [i2]Yuling Jiao, Bangti Jin, Xiliang Lu:
A Primal Dual Active Set with Continuation Algorithm for the \ell^0-Regularized Optimization Problem. CoRR abs/1403.0515 (2014) - 2013
- [j6]Karl Kunisch, Xiliang Lu
Optimal control for elliptic systems with pointwise euclidean norm constraints on the controls. Math. Program. 142(1-2): 461-483 (2013) - [i1]Qibin Fan, Yuling Jiao, Xiliang Lu:
A Primal Dual Active Set Algorithm with Continuation for Compressed Sensing. CoRR abs/1312.7039 (2013) - 2012
- [j5]Bangti Jin, Xiliang Lu
Numerical identification of a Robin coefficient in parabolic problems. Math. Comput. 81(279): 1369-1398 (2012) - 2010
- [j4]Xiliang Lu
Error estimate of the P1 nonconforming finite element method for the penalized unsteady Navier-Stokes equations. Numerische Mathematik 115(2): 261-287 (2010) - [j3]Karl Kunisch, Kewei Liang, Xiliang Lu
Optimal Control for an Elliptic System with Polygonal State Constraints. SIAM J. Control. Optim. 48(8): 5053-5072 (2010)
2000 – 2009
- 2008
- [j2]Xiliang Lu
Analysis of a sequential regularization method for the unsteady Navier-Stokes equations. Math. Comput. 77(263): 1467-1494 (2008) - [j1]Ping Lin, Jian-Guo Liu
Long Time Numerical Solution of the Navier--Stokes Equations Based on a Sequential Regularization Formulation. SIAM J. Sci. Comput. 31(1): 398-419 (2008)
Coauthor Index
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