Xiliang Lu - RankMe

79 papers A* 3B 1Journal 72Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Convergence analysis of deep Ritz method with over-parameterization. Neural Networks Zhao Ding, Yuling Jiao, Xiliang Lu, Peiying Wu, Jerry Zhijian Yang
2025	J	`jnl`	Numerical recovery of the diffusion coefficient in diffusion equations from terminal measurement. Numerische Mathematik Bangti Jin, Xiliang Lu, Qimeng Quan, Zhi Zhou
2025	J	`jnl`	On early stopping of stochastic mirror descent method for ill-posed inverse problems. Numerische Mathematik Jing Huang, Qinian Jin, Xiliang Lu, Liuying Zhang
2025	J	`jnl`	Robust Fuzzy Local K-Plane Clustering With Mixture Distance of Hinge Loss and $L_{1}$L1 Norm. IEEE Trans. Knowl. Data Eng. Junjun Huang, Xiliang Lu, Xuelin Xie, Jerry Zhijian Yang
2024	J	`jnl`	A Gaussian mixture distribution-based adaptive sampling method for physics-informed neural networks. Eng. Appl. Artif. Intell. Yuling Jiao, Di Li, Xiliang Lu, Jerry Zhijian Yang, Cheng Yuan
2024	J	`jnl`	Accelerating Ill-conditioned Hankel Matrix Recovery via Structured Newton-like Descent. CoRR HanQin Cai, Longxiu Huang, Xiliang Lu, Juntao You
2024	J	`jnl`	Current density impedance imaging with PINNs. J. Comput. Appl. Math. Chenguang Duan, Junjun Huang, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang
2024	J	`jnl`	Deep Ritz Method for Elliptical Multiple Eigenvalue Problems. J. Sci. Comput. Xia Ji, Yuling Jiao, Xiliang Lu, Pengcheng Song, Fengru Wang
2024	J	`jnl`	GraHTP: A Provable Newton-like Algorithm for Sparse Phase Retrieval. CoRR Licheng Dai, Xiliang Lu, Juntao You
2024	A*	`conf`	Neural Network Approximation for Pessimistic Offline Reinforcement Learning. AAAI Di Wu, Yuling Jiao, Li Shen, Haizhao Yang, Xiliang Lu
2024	A*	`conf`	Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits. NeurIPS Zhan Yu, Qiuhao Chen, Yuling Jiao, Yinan Li, Xiliang Lu, Xin Wang, Jerry Zhijian Yang
2024	J	`jnl`	Numerical Recovery of the Diffusion Coefficient in Diffusion Equations from Terminal Measurement. CoRR Bangti Jin, Xiliang Lu, Qimeng Quan, Zhi Zhou
2024	J	`jnl`	On the robustness of double-word addition algorithms. CoRR Yuanyuan Yang, Xinyu Lyu, Sida He, Xiliang Lu, Ji Qi, Zhihao Li
2024	J	`jnl`	Quantum Compiling with Reinforcement Learning on a Superconducting Processor. CoRR 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
2024	J	`jnl`	Sparse Membership Affinity Lasso for Fuzzy Clustering. IEEE Trans. Fuzzy Syst. Junjun Huang, Xiliang Lu, Jerry Zhijian Yang
2024	—	`conf`	Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction. LREC/COLING Ziyang Xu, Keqin Peng, Liang Ding, Dacheng Tao, Xiliang Lu
2024	J	`jnl`	Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction. CoRR Ziyang Xu, Keqin Peng, Liang Ding, Dacheng Tao, Xiliang Lu
2023	J	`jnl`	Correction to: Just Least Squares: Binary Compressive Sampling with Low Generative Intrinsic Dimension. J. Sci. Comput. Yuling Jiao, Dingwei Li, Min Liu, Xiliang Lu, Yuanyuan Yang
2023	J	`jnl`	Current density impedance imaging with PINNs. CoRR Chenguang Duan, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang
2023	J	`jnl`	Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality in Approximation on Hölder Class. SIAM J. Math. Anal. Yuling Jiao, Yanming Lai, Xiliang Lu, Fengru Wang, Jerry Zhijian Yang, Yuanyuan Yang
2023	A*	`conf`	Fast Excess Risk Rates via Offset Rademacher Complexity. ICML Chenguang Duan, Yuling Jiao, Lican Kang, Xiliang Lu, Jerry Zhijian Yang
2023	J	`jnl`	GAS: A Gaussian Mixture Distribution-Based Adaptive Sampling Method for PINNs. CoRR Yuling Jiao, Di Li, Xiliang Lu, Jerry Zhijian Yang, Cheng Yuan
2023	J	`jnl`	Global Optimization via Schrödinger-Föllmer Diffusion. SIAM J. Control. Optim. Yin Dai, Yuling Jiao, Lican Kang, Xiliang Lu, Jerry Zhijian Yang
2023	B	`conf`	Invariant and Sufficient Supervised Representation Learning. IJCNN Junyu Zhu, Xu Liao, Changshi Li, Yuling Jiao, Jin Liu, Xiliang Lu
2023	J	`jnl`	Just Least Squares: Binary Compressive Sampling with Low Generative Intrinsic Dimension. J. Sci. Comput. Yuling Jiao, Dingwei Li, Min Liu, Xiliang Lu, Yuanyuan Yang
2023	J	`jnl`	Neural Network Approximation for Pessimistic Offline Reinforcement Learning. CoRR Di Wu, Yuling Jiao, Li Shen, Haizhao Yang, Xiliang Lu
2023	J	`jnl`	Provable Advantage of Parameterized Quantum Circuit in Function Approximation. CoRR Zhan Yu, Qiuhao Chen, Yuling Jiao, Yinan Li, Xiliang Lu, Xin Wang, Jerry Zhijian Yang
2022	J	`jnl`	A data-driven line search rule for support recovery in high-dimensional data analysis. Comput. Stat. Data Anal. Peili Li, Yuling Jiao, Xiliang Lu, Lican Kang
2022	J	`jnl`	Convergence Rate Analysis of Galerkin Approximation of Inverse Potential Problem. CoRR Bangti Jin, Xiliang Lu, Qimeng Quan, Zhi Zhou
2022	J	`jnl`	Efficient and practical quantum compiler towards multi-qubit systems with deep reinforcement learning. CoRR Qiuhao Chen, Yuxuan Du, Qi Zhao, Yuling Jiao, Xiliang Lu, Xingyao Wu
2022	J	`jnl`	GSDAR: a fast Newton algorithm for ℓ Comput. Stat. Jian Huang, Yuling Jiao, Lican Kang, Jin Liu, Yanyan Liu, Xiliang Lu
2022	J	`jnl`	Imaging Anisotropic Conductivities from Current Densities. CoRR Huan Liu, Bangti Jin, Xiliang Lu
2022	J	`jnl`	Imaging Anisotropic Conductivities from Current Densities. SIAM J. Imaging Sci. Huan Liu, Bangti Jin, Xiliang Lu
2022	J	`jnl`	Imaging Conductivity from Current Density Magnitude using Neural Networks. CoRR Bangti Jin, Xiyao Li, Xiliang Lu
2022	J	`jnl`	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. Xinxin Liu, Huanfeng Shen, Qiangqiang Yuan, Xiliang Lu, Shutao Li
2022	J	`jnl`	PSNA: A pathwise semismooth Newton algorithm for sparse recovery with optimal local convergence and oracle properties. Signal Process. Jian Huang, Yuling Jiao, Xiliang Lu, Yueyong Shi, Qinglong Yang, Yuanyuan Yang
2022	J	`jnl`	Sample-Efficient Sparse Phase Retrieval via Stochastic Alternating Minimization. IEEE Trans. Signal Process. Jian-Feng Cai, Yuling Jiao, Xiliang Lu, Juntao You
2022	J	`jnl`	Stochastic mirror descent method for linear ill-posed problems in Banach spaces. CoRR Qinian Jin, Xiliang Lu, Liuying Zhang
2021	J	`jnl`	A Data-Driven Line Search Rule for Support Recovery in High-dimensional Data Analysis. CoRR Peili Li, Yuling Jiao, Xiliang Lu, Lican Kang
2021	J	`jnl`	Analysis of Deep Ritz Methods for Laplace Equations with Dirichlet Boundary Conditions. CoRR Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Qimeng Quan, Jerry Zhijian Yang
2021	J	`jnl`	Convergence Analysis for the PINNs. CoRR Yuling Jiao, Yanming Lai, Dingwei Li, Xiliang Lu, Yang Wang, Jerry Zhijian Yang
2021	J	`jnl`	Convergence Rate Analysis for Deep Ritz Method. CoRR Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang
2021	J	`jnl`	Coordinate Descent for MCP/SCAD Penalized Least Squares Converges Linearly. CoRR Yuling Jiao, Dingwei Li, Min Liu, Xiliang Lu
2021	—	`conf`	Deep Generative Learning via Euler Particle Transport. MSML Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu, Xiliang Lu, Jerry Zhijian Yang
2021	J	`jnl`	Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality on Hölder Class. CoRR Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang
2021	J	`jnl`	Sample-Efficient Sparse Phase Retrieval via Stochastic Alternating Minimization. CoRR Jian-Feng Cai, Yuling Jiao, Xiliang Lu, Juntao You
2020	J	`jnl`	A Support Detection and Root Finding Approach for Learning High-dimensional Generalized Linear Models. CoRR Jian Huang, Yuling Jiao, Lican Kang, Jin Liu, Yanyan Liu, Xiliang Lu
2020	J	`jnl`	Generative Learning With Euler Particle Transport. CoRR Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu, Xiliang Lu, Jerry Zhijian Yang
2020	J	`jnl`	Membership Affinity Lasso for Fuzzy Clustering. IEEE Trans. Fuzzy Syst. Li Guo, Long Chen, Xiliang Lu, C. L. Philip Chen
2020	J	`jnl`	Robust Decoding from Binary Measurements with Cardinality Constraint Least Squares. CoRR Zhao Ding, Junjun Huang, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang
2020	J	`jnl`	Sparse Signal Recovery From Phaseless Measurements via Hard Thresholding Pursuit. CoRR Jian-Feng Cai, Jingzhi Li, Xiliang Lu, Juntao You
2019	J	`jnl`	A Nonconvex Model with Minimax Concave Penalty for Image Restoration. J. Sci. Comput. Juntao You, Yuling Jiao, Xiliang Lu, Tieyong Zeng
2019	J	`jnl`	A stochastic alternating minimizing method for sparse phase retrieval. CoRR Jianfeng Cai, Yuling Jiao, Xiliang Lu, Juntao You
2019	—	`conf`	Robust Nonconvex Nonnegative Low-rank Representation. iFUZZY Yin-Ping Zhao, Xiliang Lu, Long Chen, Jinyu Tian, C. L. Philip Chen
2018	J	`jnl`	A Constructive Approach to $L_0$ Penalized Regression. J. Mach. Learn. Res. Jian Huang, Yuling Jiao, Yanyan Liu, Xiliang Lu
2018	J	`jnl`	A Universal Destriping Framework Combining 1-D and 2-D Variational Optimization Methods. IEEE Trans. Geosci. Remote. Sens. Xinxin Liu, Huanfeng Shen, Qiangqiang Yuan, Xiliang Lu, Chunping Zhou
2018	J	`jnl`	Oblique Stripe Removal in Remote Sensing Images via Oriented Variation. CoRR Xinxin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang
2018	J	`jnl`	Robust Decoding from 1-Bit Compressive Sampling with Ordinary and Regularized Least Squares. SIAM J. Sci. Comput. Jian Huang, Yuling Jiao, Xiliang Lu, Liping Zhu
2018	J	`jnl`	SNAP: A semismooth Newton algorithm for pathwise optimization with optimal local convergence rate and oracle properties. CoRR Jian Huang, Yuling Jiao, Xiliang Lu, Yueyong Shi, Qinglong Yang
2017	J	`jnl`	Computation of Time Optimal Control Problems Governed by Linear Ordinary Differential Equations. J. Sci. Comput. Xiliang Lu, Lijuan Wang, Qishu Yan
2017	J	`jnl`	Group Sparse Recovery via the ℓ IEEE Trans. Signal Process. Yuling Jiao, Bangti Jin, Xiliang Lu
2017	J	`jnl`	Iterative Soft/Hard Thresholding With Homotopy Continuation for Sparse Recovery. IEEE Signal Process. Lett. Yuling Jiao, Bangti Jin, Xiliang Lu
2016	J	`jnl`	A simple finite element method for boundary value problems with a Riemann-Liouville derivative. J. Comput. Appl. Math. Bangti Jin, Raytcho D. Lazarov, Xiliang Lu, Zhi Zhou
2016	J	`jnl`	Alternating Direction Method of Multipliers for Linear Inverse Problems. SIAM J. Numer. Anal. Yuling Jiao, Qinian Jin, Xiliang Lu, Weijie Wang
2016	J	`jnl`	An Alternating Direction Method with Continuation for Nonconvex Low Rank Minimization. J. Sci. Comput. Zheng-Fen Jin, Zhongping Wan, Yuling Jiao, Xiliang Lu
2016	J	`jnl`	Group Sparse Recovery via the ℓ CoRR Yuling Jiao, Bangti Jin, Xiliang Lu
2016	J	`jnl`	Stripe Noise Separation and Removal in Remote Sensing Images by Consideration of the Global Sparsity and Local Variational Properties. IEEE Trans. Geosci. Remote. Sens. Xinxin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Yuling Jiao, Liangpei Zhang
2015	J	`jnl`	Finite element approximation to the extremal eigenvalue problem for inhomogenous materials. Numerische Mathematik Kewei Liang, Xiliang Lu, Jerry Zhijian Yang
2015	J	`jnl`	Numerical identification of a sparse Robin coefficient. Adv. Comput. Math. Zhiyuan Sun, Yuling Jiao, Bangti Jin, Xiliang Lu
2015	J	`jnl`	Two-level quadratic equal-order stabilized method for the Stokes eigenvalue problem. Int. J. Comput. Math. Zhifeng Weng, Jerry Zhijian Yang, Xiliang Lu
2014	J	`jnl`	A Primal Dual Active Set Algorithm With Continuation for Compressed Sensing. IEEE Trans. Signal Process. Qibin Fan, Yuling Jiao, Xiliang Lu
2014	J	`jnl`	A Primal Dual Active Set with Continuation Algorithm for the \ell^0-Regularized Optimization Problem. CoRR Yuling Jiao, Bangti Jin, Xiliang Lu
2013	J	`jnl`	A Primal Dual Active Set Algorithm with Continuation for Compressed Sensing. CoRR Qibin Fan, Yuling Jiao, Xiliang Lu
2013	J	`jnl`	Optimal control for elliptic systems with pointwise euclidean norm constraints on the controls. Math. Program. Karl Kunisch, Xiliang Lu
2012	J	`jnl`	Numerical identification of a Robin coefficient in parabolic problems. Math. Comput. Bangti Jin, Xiliang Lu
2010	J	`jnl`	Error estimate of the P Numerische Mathematik Xiliang Lu, Ping Lin
2010	J	`jnl`	Optimal Control for an Elliptic System with Polygonal State Constraints. SIAM J. Control. Optim. Karl Kunisch, Kewei Liang, Xiliang Lu
2008	J	`jnl`	Analysis of a sequential regularization method for the unsteady Navier-Stokes equations. Math. Comput. Xiliang Lu, Ping Lin, Jian-Guo Liu
2008	J	`jnl`	Long Time Numerical Solution of the Navier--Stokes Equations Based on a Sequential Regularization Formulation. SIAM J. Sci. Comput. Ping Lin, Jian-Guo Liu, Xiliang Lu