XZ
Xi-Le Zhao
cs.CVcs.NAmath.NAeess.IVcs.LGAlgorithmseess.SPComputer GraphicsFacial RecognitionHigh-dimensional data analysis
On Valency
published · living versionsW_nh74tr6a·v1 · currentpublished
Pre-Trained Low-Rank Tensor Decomposition for Multi-Dimensional Image Recovery
with Bing-Zhang Fu, Zhi-Long Han, Ting-Zhu Huang, Deyu Meng
1 version
Preprints & journals
75 papers in the corpus · 2013–2026A Structure-Revealing Tensor Network Paradigm and Its Applications.42776889 · Zheng, Yu-Bang, Zhao, Xi-Le, Li, Heng-Chao et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;PP
Pre-Trained Low-Rank Tensor Decomposition for Multi-Dimensional Image Recovery2609.12843v1 · Bing-Zhang Fu, Zhi-Long Han, Ting-Zhu Huang et al.2026 · 0 citationsarXivon Valency
Hierarchical rank-evolving representation for physics-informed neural networks2608.09483v1 · Ruoyang Su, Xi-Le Zhao, Kun Li et al.2026 · 0 citationsarXiv
Cross-Frequency Implicit Neural Representation With Self-Evolving Parameters.41921153 · Yu, Chang, Luo, Yisi, Ye, Kai et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(8):9467-9485
Separable Decomposition for Ragged Tensors.41945837 · Hu, Yexun, Jiang, Tai-Xiang, Ng, Michael K et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(8):9624-9641
Low-Rank Tensor Completion Based on Fractional Regularization with Ky Fan p-k Norm2606.19046v1 · Shan Fan, Feng Zhang, Jianjun Wang et al.2026 · 0 citationsarXiv
Neural Approximation and Its Applications2603.13311v1 · Wei-Hao Wu, Ting-Zhu Huang, Xi-Le Zhao et al.2026 · 0 citationsarXiv
Tensor Decomposition Structure Search Framework from an Interaction Perspective2603.02720v2 · Ting-Wei Zhou, Xi-Le Zhao, Sheng Liu et al.2026 · 0 citationsarXiv
Neural Operator-Grounded Continuous Tensor Function Representation and Its Applications2603.01812v1 · Ruoyang Su, Xi-Le Zhao, Sheng Liu et al.2026 · 0 citationsarXiv
Tensor Multi-Subspace Representation for Remote Sensing Image Mixed Noise Removal.41150257 · Yang, Jing-Hua, Li, Heng-Chao, Ding, Meng et al.2026 · 0 citationsIEEE transactions on neural networks and learning systems. 2026;37(3):1048-1062
Block Customized Topology Term Decomposition for High-Dimensional Image Reconstruction.42024933 · Liu, Sheng, Zhao, Xi-Le, Zheng, Yu-Bang2026 · 0 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:4558-4570
NeuMatC: A General Neural Framework for Fast Parametric Matrix Operation2511.22934v1 · Chuan Wang, Xi-le Zhao, Zhilong Han et al.2025 · 0 citationsarXiv
Gaussian Splatting-based Low-Rank Tensor Representation for Multi-Dimensional Image Recovery2511.14270v2 · Yiming Zeng, Xi-Le Zhao, Wei-Hao Wu et al.2025 · 0 citationsarXiv
Tensor network decomposition for data recovery: Recent advancements and future prospects.40660652 · Zheng, Yu-Bang, Zhao, Xi-Le, Li, Heng-Chao et al.2025 · 8 citationsNeural networks : the official journal of the International Neural Network Society. 2025;191:107808
An Unbalanced Optimal Transport-Based Approach for Robust Dictionary Learning.40030911 · Wang, Shengjia, Wang, Zhiguo, Zhao, Xi-Le et al.2025 · 0 citationsIEEE transactions on neural networks and learning systems. 2025;36(6):11149-11163
Hyperspectral Anomaly Detection Fused Unified Nonconvex Tensor Ring Factors Regularization2505.17881v2 · Wenjin Qin, Hailin Wang, Hao Shu et al.2025 · 3 citationsarXiv
Continuous Representation Methods, Theories, and Applications: An Overview and Perspectives2505.15222v2 · Yisi Luo, Xile Zhao, Deyu Meng2025 · 0 citationsarXiv
Tensor Robust Kernel PCA for Multidimensional Data.38315590 · Lin, Jie, Huang, Ting-Zhu, Zhao, Xi-Le et al.2025 · 31 citationsIEEE transactions on neural networks and learning systems. 2025;36(2):2662-2674
Revisiting Nonlocal Self-Similarity from Continuous Representation.39298302 · Luo, Yisi, Zhao, Xile, Meng, Deyu2025 · 15 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(1):450-468
Superpixel-informed Implicit Neural Representation for Multi-Dimensional Data2411.11356v1 · Jiayi Li, Xile Zhao, Jianli Wang et al.2024 · 3 citationsarXiv
Combining Low-Rank and Deep Plug-and-Play Priors for Snapshot Compressive Imaging.37478045 · Chen, Yong, Gui, Xinfeng, Zeng, Jinshan et al.2024 · 54 citationsIEEE transactions on neural networks and learning systems. 2024;35(11):16396-16408
DTR: A Unified Deep Tensor Representation Framework for Multimedia Data Recovery2407.05267v1 · Ting-Wei Zhou, Xi-Le Zhao, Jian-Li Wang et al.2024 · 2 citationsarXiv
CoNoT: Coupled Nonlinear Transform-Based Low-Rank Tensor Representation for Multidimensional Image Completion.36367909 · Wang, Jian-Li, Huang, Ting-Zhu, Zhao, Xi-Le et al.2024 · 21 citationsIEEE transactions on neural networks and learning systems. 2024;35(7):8969-8983
Hyperspectral and multispectral image fusion with arbitrary resolution through self-supervised representations2405.17818v2 · Ting Wang, Zipei Yan, Jizhou Li et al.2024 · 10 citationsarXiv
NeurTV: Total Variation on the Neural Domain2405.17241v2 · Yisi Luo, Xile Zhao, Kai Ye et al.2024 · 16 citationsarXiv
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-Similarity.37782582 · Chang, Yi, Guo, Yun, Ye, Yuntong et al.2024 · 29 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(5):2638-2657
Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery.38090828 · Luo, Yisi, Zhao, Xile, Li, Zhemin et al.2024 · 89 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(5):3351-3369
Hyperspectral Compressive Snapshot Reconstruction via Coupled Low-Rank Subspace Representation and Self-Supervised Deep Network.38252571 · Chen, Yong, Lai, Wenzhen, He, Wei et al.2024 · 79 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2024;33:926-941
An inexact proximal majorization-minimization Algorithm for remote sensing image stripe noise removal2308.08866v1 · Chengjing Wang, Xile Zhao, Qingsong Wang et al.2023 · 1 citationarXiv
SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective2305.14912v6 · Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng et al.2023 · 10 citationsarXiv
H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization2304.11141v1 · Jiayi Li, Jinyu Xie, Yisi Luo et al.2023 · 4 citationsarXiv
Dictionary Learning With Low-Rank Coding Coefficients for Tensor Completion.34464263 · Jiang, Tai-Xiang, Zhao, Xi-Le, Zhang, Hao et al.2023 · 77 citationsIEEE transactions on neural networks and learning systems. 2023;34(2):932-946
A Data-driven Loss Weighting Scheme across Heterogeneous Tasks for Image Denoising2301.06081v4 · Xiangyu Rui, Xiangyong Cao, Xile Zhao et al.2022 · 1 citationarXiv
Multiscale Feature Tensor Train Rank Minimization for Multidimensional Image Recovery.34543216 · Zhang, Hao, Zhao, Xi-Le, Jiang, Tai-Xiang et al.2022 · 41 citationsIEEE transactions on cybernetics. 2022;52(12):13395-13410
Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior2210.05361v4 · Xiaole Tang, Xile Zhao, Jun Liu et al.2022 · 35 citationsarXiv
Fast and Structured Block-Term Tensor Decomposition For Hyperspectral Unmixing2205.03798v1 · Meng Ding, Xiao Fu, Xi-Le Zhao2022 · 19 citationsarXiv
Unsupervised Image Deraining: Optimization Model Driven Deep CNN2203.13699v1 · Changfeng Yu, Yi Chang, Yi Li et al.2022 · 33 citationsarXiv
Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity2203.11509v1 · Yuntong Ye, Changfeng Yu, Yi Chang et al.2022 · 86 citationsarXiv
Forecasting Sparse Movement Speed of Urban Road Networks with Nonstationary Temporal Matrix Factorization2203.10651v3 · Xinyu Chen, Chengyuan Zhang, Xi-Le Zhao et al.2022 · 8 citationsarXiv
Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery.35609097 · Luo, Yi-Si, Zhao, Xi-Le, Jiang, Tai-Xiang et al.2022 · 90 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2022;31:3793-3808
Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Image and Video Inpainting.35617180 · Jia, Zhigang, Jin, Qiyu, Ng, Michael K et al.2022 · 117 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2022;31:3868-3883
Fully-Connected Tensor Network Decomposition for Robust Tensor Completion Problem2110.08754v1 · Yun-Yang Liu, Xi-Le Zhao, Guang-Jing Song et al.2021 · 30 citationsarXiv
Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion2110.08774v1 · Ben-Zheng Li, Xi-Le Zhao, Teng-Yu Ji et al.2021 · 67 citationsarXiv
Nonlocal Patch-Based Fully-Connected Tensor Network Decomposition for Remote Sensing Image Inpainting2109.05889v1 · Wen-Jie Zheng, Xi-Le Zhao, Yu-Bang Zheng et al.2021 · 30 citationsIEEE Geoscience and Remote Sensing Letters, 2021
Rain Streaks Removal for Single Image via Kernel-Guided Convolutional Neural Network.32822310 · Wang, Ye-Tao, Zhao, Xi-Le, Jiang, Tai-Xiang et al.2021 · 77 citationsIEEE transactions on neural networks and learning systems. 2021;32(8):3664-3676
Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors2102.12310v2 · Yu-Chun Miao, Xi-Le Zhao, Xiao Fu et al.2021 · 64 citationsarXiv
Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform.33684037 · Wang, Jian-Li, Huang, Ting-Zhu, Zhao, Xi-Le et al.2021 · 58 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2021;30:3581-3596
Non-Local Robust Quaternion Matrix Completion for Color Images and Videos Inpainting2011.08675v3 · Zhigang Jia, Qiyu Jin, Michael K. Ng et al.2020 · 1 citationIEEE Transactions on Image Processing, 2022
Unsupervised Hyperspectral Mixed Noise Removal Via Spatial-Spectral Constrained Deep Image Prior2008.09753v2 · Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang et al.2020 · 0 citationsarXiv
Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling2006.10248v1 · Meng Ding, Xiao Fu, Ting-Zhu Huang et al.2020 · 86 citationsarXiv
Career total: 285 works. 75 are in this corpus.Showing the 50 most recent.
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