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Xi-Le Zhao
Xile Zhao
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2020 – today
- 2025
- [j154]Yisi Luo
, Xile Zhao
Revisiting Nonlocal Self-Similarity from Continuous Representation. IEEE Trans. Pattern Anal. Mach. Intell. 47(1): 450-468 (2025) - 2024
- [j153]Chengyao Lyu, Junjun Pan
Randomized low rank approximation for nonnegative pure quaternion matrices. Appl. Math. Lett. 150: 108940 (2024) - [j152]Ryan Wen Liu, Yu Guo, Yuxu Lu, Xi-Le Zhao, An-An Liu:
S3Net: Semi-self-supervised neural network for visibility enhancement of speckled images. Comput. Electr. Eng. 118: 109363 (2024) - [j151]Jun-Hao Zhuang, Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yi Chang, Jun Liu:
Unsupervised video rain streaks removal with deep foreground-background modeling. J. Comput. Appl. Math. 436: 115431 (2024) - [j150]Wen-Jie Zheng, Xi-Le Zhao
Provable Stochastic Algorithm for Large-Scale Fully-Connected Tensor Network Decomposition. J. Sci. Comput. 98(1): 16 (2024) - [j149]Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao
A Fast Algorithm for Rank-(L, M, N) Block Term Decomposition of Multi-Dimensional Data. J. Sci. Comput. 101(1): 16 (2024) - [j148]Wei-Hao Wu, Ting-Zhu Huang, Xi-Le Zhao
Nonlinear Hierarchical Matrix Factorization-Based Tensor Ring Approximation for Multi-dimensional Image Recovery. J. Sci. Comput. 101(2): 31 (2024) - [j147]Qin Jiang
Superpixel-Oriented Thick Cloud Removal Method for Multitemporal Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j146]Chengjing Wang, Xile Zhao, Qingsong Wang, Zepei Ma, Peipei Tang:
An inexact proximal majorization-minimization algorithm for remote sensing image stripe noise removal. Numer. Algorithms 97(3): 1119-1139 (2024) - [j145]Yi Chang
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-Similarity. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 2638-2657 (2024) - [j144]Yisi Luo
Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3351-3369 (2024) - [j143]Liu Yang
Soft independence guided filter pruning. Pattern Recognit. 153: 110488 (2024) - [j142]Zhi-Long Han
Multi-Dimensional Data Recovery via Feature-Based Fully-Connected Tensor Network Decomposition. IEEE Trans. Big Data 10(4): 386-399 (2024) - [j141]Yu-Chun Miao
Snapshot Compressive Imaging Using Domain-Factorized Deep Video Prior. IEEE Trans. Computational Imaging 10: 93-102 (2024) - [j140]Sheng Liu
Learnable Spatial-Spectral Transform-Based Tensor Nuclear Norm for Multi-Dimensional Visual Data Recovery. IEEE Trans. Circuits Syst. Video Technol. 34(5): 3633-3646 (2024) - [j139]Zhi-Long Han
Nested Fully-Connected Tensor Network Decomposition for Multi-Dimensional Visual Data Recovery. IEEE Trans. Circuits Syst. Video Technol. 34(10): 10092-10106 (2024) - [j138]Yong Chen
Fast Large-Scale Hyperspectral Image Denoising via Noniterative Low-Rank Subspace Representation. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j137]Mengying Jiang
GraphGST: Graph Generative Structure-Aware Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j136]Hao Peng
Deep Domain Fidelity and Low-Rank Tensor Ring Regularization for Thick Cloud Removal of Multitemporal Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j135]Yong Chen
Hyperspectral Compressive Snapshot Reconstruction via Coupled Low-Rank Subspace Representation and Self-Supervised Deep Network. IEEE Trans. Image Process. 33: 926-941 (2024) - [j134]Ben-Zheng Li
Convolutional Low-Rank Tensor Representation for Structural Missing Traffic Data Imputation. IEEE Trans. Intell. Transp. Syst. 25(11): 18847-18860 (2024) - [j133]Jian-Li Wang
CoNoT: Coupled Nonlinear Transform-Based Low-Rank Tensor Representation for Multidimensional Image Completion. IEEE Trans. Neural Networks Learn. Syst. 35(7): 8969-8983 (2024) - [j132]Yong Chen
Combining Low-Rank and Deep Plug-and-Play Priors for Snapshot Compressive Imaging. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16396-16408 (2024) - [c26]Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng, Chao Li, Qibin Zhao, Heng-Chao Li, Ting-Zhu Huang:
SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective. CVPR 2024: 22413-22422 - [c25]Jian-Li Wang
Functional Transform-Based Low-Rank Tensor Factorization for Multi-dimensional Data Recovery. ECCV (31) 2024: 39-56 - [c24]Jia-Yi Li
Superpixel-Informed Implicit Neural Representation for Multi-dimensional Data. ECCV (2) 2024: 258-276 - [c23]Yun-Yang Liu, Xi-Le Zhao, Jin-Yu Xie, Zhi Xu, Gemine Vivone:
Bi-Level Tensor Decomposition for Hyperspectral Image Restoration. IGARSS 2024: 7635-7638 - [c22]Wen-Jie Zheng, Xiao-Xuan Bai, Yu-Bang Zheng, Ya-Ru Fan, Ting-Zhu Huang, Xi-Le Zhao:
Feature-Domain Fidelity and Tensor Low-Rank Regularization for Cloud Removal in Remote Sensing Images. IGARSS 2024: 8274-8277 - [i36]Yisi Luo, Xile Zhao, Deyu Meng:
Revisiting Nonlocal Self-Similarity from Continuous Representation. CoRR abs/2401.00708 (2024) - [i35]Zhiyu Liu, Zhi Han, Yandong Tang, Xi-Le Zhao, Yao Wang:
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent. CoRR abs/2401.11940 (2024) - [i34]Yisi Luo, Xile Zhao, Kai Ye, Deyu Meng:
NeurTV: Total Variation on the Neural Domain. CoRR abs/2405.17241 (2024) - [i33]Ting Wang, Zipei Yan, Jizhou Li, Xile Zhao, Chao Wang, Michael Ng:
Hyperspectral and multispectral image fusion with arbitrary resolution through self-supervised representations. CoRR abs/2405.17818 (2024) - [i32]Ting-Wei Zhou, Xi-Le Zhao, Jian-Li Wang, Yi-Si Luo, Min Wang, Xiao-Xuan Bai, Hong Yan:
DTR: A Unified Deep Tensor Representation Framework for Multimedia Data Recovery. CoRR abs/2407.05267 (2024) - 2023
- [j131]Feng Zhang, Hailin Wang, Wenjin Qin, Xile Zhao, Jianjun Wang
Generalized nonconvex regularization for tensor RPCA and its applications in visual inpainting. Appl. Intell. 53(20): 23124-23146 (2023) - [j130]Si Wang
Reweighted sparse unmixing for hyperspectral images with noise level estimation. J. Comput. Appl. Math. 421: 114843 (2023) - [j129]Peng-Ling Wu, Xi-Le Zhao, Meng Ding, Yu-Bang Zheng
Tensor ring decomposition-based model with interpretable gradient factors regularization for tensor completion. Knowl. Based Syst. 259: 110094 (2023) - [j128]Qin Jiang, Xi-Le Zhao, Jie Lin
Superpixel-based robust tensor low-rank approximation for multimedia data recovery. Knowl. Based Syst. 277: 110812 (2023) - [j127]Jia-Yi Li
H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j126]Yi-Jie Pan
Irregular Tensor Representation for Superpixel- Guided Hyperspectral Image Denoising. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j125]Chuan Wang
Hyperspectral Image Mixed Noise Removal via Nonlinear Transform-Based Block-Term Tensor Decomposition. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j124]Ben-Zheng Li
A Learnable Group-Tube Transform Induced Tensor Nuclear Norm and Its Application for Tensor Completion. SIAM J. Imaging Sci. 16(3): 1370-1397 (2023) - [j123]Wei-Hao Wu
Untrained Low-Rank Neural Network Prior for Multi-Dimensional Image Recovery. IEEE Signal Process. Lett. 30: 1647-1651 (2023) - [j122]Xiao Qian
SelfS2: Self-Supervised Transfer Learning for Sentinel-2 Multispectral Image Super-Resolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 215-227 (2023) - [j121]Meng Ding
Fast and Structured Block-Term Tensor Decomposition for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 1691-1709 (2023) - [j120]Liu Yang
Skeleton Neural Networks via Low-Rank Guided Filter Pruning. IEEE Trans. Circuits Syst. Video Technol. 33(12): 7197-7211 (2023) - [j119]Li-Yuan Li
Thick Cloud Removal for Multitemporal Remote Sensing Images: When Tensor Ring Decomposition Meets Gradient Domain Fidelity. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j118]Heng-Chao Li
Hybrid Fully Connected Tensorized Compression Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j117]Jian-Li Wang
Unsupervised Domain Factorization Network for Thick Cloud Removal of Multitemporal Remotely Sensed Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j116]Hao Zhang
Hyperspectral Image Denoising: Reconciling Sparse and Low-Tensor-Ring-Rank Priors in the Transformed Domain. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j115]Tai-Xiang Jiang
Dictionary Learning With Low-Rank Coding Coefficients for Tensor Completion. IEEE Trans. Neural Networks Learn. Syst. 34(2): 932-946 (2023) - [c21]Xiaole Tang
Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior. CVPR 2023: 9883-9892 - [c20]Meng Ding, Xiao Fu, Xi-Le Zhao:
Bilinear Hyperspectral Unmixing via Tensor Decomposition. EUSIPCO 2023: 640-644 - [c19]Wenrui Li
Motion-Decoupled Spiking Transformer for Audio-Visual Zero-Shot Learning. ACM Multimedia 2023: 3994-4002 - [i31]Jiayi Li, Jinyu Xie, Yisi Luo, Xile Zhao, Jianli Wang:
H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization. CoRR abs/2304.11141 (2023) - [i30]Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng, Chao Li, Qibin Zhao, Heng-Chao Li, Ting-Zhu Huang:
SVDinsTN: An Integrated Method for Tensor Network Representation with Efficient Structure Search. CoRR abs/2305.14912 (2023) - [i29]Chengjing Wang, Xile Zhao, Qingsong Wang, Zepei Ma, Peipei Tang:
An inexact proximal majorization-minimization Algorithm for remote sensing image stripe noise removal. CoRR abs/2308.08866 (2023) - 2022
- [j114]Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao:
A fast sketching-based algorithm for rank-(L, L, 1) block term decomposition. Appl. Math. Lett. 133: 108252 (2022) - [j113]Yu-Bang Zheng
Tensor Completion via Fully-Connected Tensor Network Decomposition with Regularized Factors. J. Sci. Comput. 92(1): 8 (2022) - [j112]Ben-Zheng Li
Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion. J. Sci. Comput. 92(3): 83 (2022) - [j111]Chengyao Lyu, Xi-Le Zhao
Multi-Dimensional Image Recovery via Fully-Connected Tensor Network Decomposition Under the Learnable Transforms. J. Sci. Comput. 93(2): 49 (2022) - [j110]Shan-Qi Duan
A New Tensor Multi-rank Approximation with Total Variation Regularization for Tensor Completion. J. Sci. Comput. 93(2): 61 (2022) - [j109]Ting Xu, Ting-Zhu Huang, Liang-Jian Deng
Exemplar-based image inpainting using adaptive two-stage structure-tensor based priority function and nonlocal filtering. J. Vis. Commun. Image Represent. 83: 103430 (2022) - [j108]Zhi-Yuan Chen, Xi-Le Zhao, Jie Lin
Nonlocal-based tensor-average-rank minimization and tensor transform-sparsity for 3D image denoising. Knowl. Based Syst. 244: 108590 (2022) - [j107]Wen-Jie Zheng
Nonlocal Patch-Based Fully Connected Tensor Network Decomposition for Multispectral Image Inpainting. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j106]Maolin Che
Fast randomized tensor singular value thresholding for low-rank tensor optimization. Numer. Linear Algebra Appl. 29(6) (2022) - [j105]Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma:
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence. Signal Process. 194: 108425 (2022) - [j104]Yao Wang, Yishan Han, Kaidong Wang, Xi-Le Zhao:
Total variation regularized nonlocal low-rank tensor train for spectral compressive imaging. Signal Process. 195: 108464 (2022) - [j103]Teng-Yu Ji
Low-Rank Tensor Completion Method for Implicitly Low-Rank Visual Data. IEEE Signal Process. Lett. 29: 1162-1166 (2022) - [j102]Jian-Li Wang
Complex Video Completion Fusing Low-Rank Background and Deep Foreground Priors. IEEE Signal Process. Lett. 29: 2737-2741 (2022) - [j101]Huan Li, Xi-Le Zhao
Low-Rank Tensor Optimization With Nonlocal Plug-and-Play Regularizers for Snapshot Compressive Imaging. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 581-593 (2022) - [j100]Hao Zhang
Multiscale Feature Tensor Train Rank Minimization for Multidimensional Image Recovery. IEEE Trans. Cybern. 52(12): 13395-13410 (2022) - [j99]Yong Chen
Hyperspectral Image Denoising Using Factor Group Sparsity-Regularized Nonconvex Low-Rank Approximation. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j98]Yong Chen
Exploring Nonlocal Group Sparsity Under Transform Learning for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j97]Yong Chen
Hyperspectral and Multispectral Image Fusion Using Factor Smoothed Tensor Ring Decomposition. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j96]Teng-Yu Ji
A Unified Framework of Cloud Detection and Removal Based on Low-Rank and Group Sparse Regularizations for Multitemporal Multispectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j95]Tai-Xiang Jiang
Adaptive Hyperspectral Mixed Noise Removal. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j94]Jie Lin
Robust Thick Cloud Removal for Multitemporal Remote Sensing Images Using Coupled Tensor Factorization. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j93]Yun-Yang Liu, Xi-Le Zhao
Hyperspectral Image Restoration by Tensor Fibered Rank Constrained Optimization and Plug-and-Play Regularization. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j92]Yu-Chun Miao
Hyperspectral Denoising Using Unsupervised Disentangled Spatiospectral Deep Priors. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j91]Wei-Hao Wu
Hyperspectral Image Denoising via Tensor Low-Rank Prior and Unsupervised Deep Spatial-Spectral Prior. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j90]Xi-Le Zhao
Tensor Completion via Complementary Global, Local, and Nonlocal Priors. IEEE Trans. Image Process. 31: 984-999 (2022) - [j89]Yi-Si Luo
Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery. IEEE Trans. Image Process. 31: 3793-3808 (2022) - [j88]Zhigang Jia
Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Image and Video Inpainting. IEEE Trans. Image Process. 31: 3868-3883 (2022) - [c18]Yuntong Ye, Changfeng Yu, Yi Chang, Lin Zhu
Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity. CVPR 2022: 5811-5820 - [c17]Yi-Si Luo, Xile Zhao, Deyu Meng, Tai-Xiang Jiang:
HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse Problems in Multi-Dimensional Imaging. CVPR 2022: 19281-19290 - [c16]Yexun Hu, Tai-Xiang Jiang, Xi-Le Zhao:
Degradation Accordant Plug-and-Play for Low-Rank Tensor Completion. IJCAI 2022: 1843-1849 - [c15]Jun-Hao Zhuang, Yi-Si Luo, Xile Zhao, Tai-Xiang Jiang, Bichuan Guo:
UConNet: Unsupervised Controllable Network for Image and Video Deraining. ACM Multimedia 2022: 5436-5445 - [i28]Xinyu Chen, Chengyuan Zhang, Xi-Le Zhao, Nicolas Saunier, Lijun Sun:
Nonstationary Temporal Matrix Factorization for Multivariate Time Series Forecasting. CoRR abs/2203.10651 (2022) - [i27]Yuntong Ye, Changfeng Yu, Yi Chang, Lin Zhu
Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity. CoRR abs/2203.11509 (2022) - [i26]Changfeng Yu, Yi Chang, Yi Li, Xile Zhao, Luxin Yan:
Unsupervised Image Deraining: Optimization Model Driven Deep CNN. CoRR abs/2203.13699 (2022) - [i25]Meng Ding, Xiao Fu, Xi-Le Zhao:
Fast and Structured Block-Term Tensor Decomposition For Hyperspectral Unmixing. CoRR abs/2205.03798 (2022) - [i24]Xiaole Tang, Xile Zhao, Jun Liu, Jian-Li Wang, Yuchun Miao, Tieyong Zeng:
Uncertainty-Aware Unsupervised Image Deblurring with Deep Priors Guided by Domain Knowledge. CoRR abs/2210.05361 (2022) - [i23]Yi Chang, Yun Guo, Yuntong Ye, Changfeng Yu, Lin Zhu
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity. CoRR abs/2211.00837 (2022) - [i22]Yi-Si Luo, Xile Zhao, Zhemin Li, Michael K. Ng, Deyu Meng:
Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery. CoRR abs/2212.00262 (2022) - 2021
- [j87]Lei Zhang
Assessment of Extreme Communication Environment With Ultralow SNR: A Benchmark. IEEE Access 9: 45400-45406 (2021) - [j86]Lin Guo, Xi-Le Zhao, Xian-Ming Gu, Yong-Liang Zhao, Yu-Bang Zheng, Ting-Zhu Huang:
Three-dimensional fractional total variation regularized tensor optimized model for image deblurring. Appl. Math. Comput. 404: 126224 (2021) - [j85]Jie Lin
A novel non-convex low-rank tensor approximation model for hyperspectral image restoration. Appl. Math. Comput. 408: 126342 (2021) - [j84]Tingting Wu
Sparsity reconstruction using nonconvex TGpV-shearlet regularization and constrained projection. Appl. Math. Comput. 410: 126170 (2021) - [j83]Huan-Yan Jian, Ting-Zhu Huang, Xian-Ming Gu, Xi-Le Zhao, Yong-Liang Zhao:
Fast second-order implicit difference schemes for time distributed-order and Riesz space fractional diffusion-wave equations. Comput. Math. Appl. 94: 136-154 (2021) - [j82]Meng Ding, Xiao Fu
Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling. IEEE J. Sel. Top. Signal Process. 15(3): 641-656 (2021) - [j81]Jin-Ju Wang, Ding-Cheng Wang
Endmember independence constrained hyperspectral unmixing via nonnegative tensor factorization. Knowl. Based Syst. 216: 106657 (2021) - [j80]Xin Li, Ting-Zhu Huang, Xi-Le Zhao
Adaptive total variation and second-order total variation-based model for low-rank tensor completion. Numer. Algorithms 86(1): 1-24 (2021) - [j79]Jun-Hao Zhuang, Yi-Si Luo
Reconciling Hand-Crafted and Self-Supervised Deep Priors for Video Directional Rain Streaks Removal. IEEE Signal Process. Lett. 28: 2147-2151 (2021) - [j78]Tian-Hui Ma
Hyperspectral Image Restoration Combining Intrinsic Image Characterization With Robust Noise Modeling. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 1628-1644 (2021) - [j77]Ze-Yu Zeng
Nonlocal Block-Term Decomposition for Hyperspectral Image Mixed Noise Removal. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 5406-5420 (2021) - [j76]Yi-Si Luo, Xi-Le Zhao
Hyperspectral Mixed Noise Removal via Spatial-Spectral Constrained Unsupervised Deep Image Prior. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 9435-9449 (2021) - [j75]Ben-Zheng Li
Tensor Completion Via Collaborative Sparse and Low-Rank Transforms. IEEE Trans. Computational Imaging 7: 1289-1303 (2021) - [j74]Jie Huang
Nonlocal Tensor-Based Sparse Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 59(8): 6854-6868 (2021) - [j73]Jie Lin
A Tensor Subspace Representation-Based Method for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 59(9): 7739-7757 (2021) - [j72]Jian-Li Wang
Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform. IEEE Trans. Image Process. 30: 3581-3596 (2021) - [j71]Ye-Tao Wang, Xi-Le Zhao
Rain Streaks Removal for Single Image via Kernel-Guided Convolutional Neural Network. IEEE Trans. Neural Networks Learn. Syst. 32(8): 3664-3676 (2021) - [c14]Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Qibin Zhao, Tai-Xiang Jiang:
Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion. AAAI 2021: 11071-11078 - [c13]Meng Ding, Xiao Fu, Ting-Zhu Huang, Xi-Le Zhao:
Constrained Block-Term Tensor Decomposition-Based Hyperspectral Unmixing via Alternating Gradient Projection. EUSIPCO 2021: 1060-1064 - [c12]Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Jie Lin
Factor-Regularized Nonnegative Tensor Decomposition for Blind Hyperspectral Unmixing. IGARSS 2021: 3833-3836 - [c11]Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Teng-Yu Ji, Tai-Xiang Jiang:
Hyperspectral Denoising Via Global Tensor Ring Decomposition and Local Unsupervised Deep Image Prior. IGARSS 2021: 4119-4122 - [c10]Jie Lin
A Blind Cloud/Shadow Removal Strategy for Multi-Temporal Remote Sensing Images. IGARSS 2021: 4656-4659 - [c9]Changfeng Yu, Yi Chang, Yi Li, Xile Zhao, Luxin Yan:
Unsupervised Image Deraining: Optimization Model Driven Deep CNN. ACM Multimedia 2021: 2634-2642 - [i21]Yu-Chun Miao, Xi-Le Zhao, Xiao Fu, Jian-Li Wang, Yu-Bang Zheng:
Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors. CoRR abs/2102.12310 (2021) - [i20]Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yi Chang, Michael K. Ng, Chao Li:
Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery. CoRR abs/2105.14320 (2021) - [i19]Wen-Jie Zheng, Xi-Le Zhao, Yu-Bang Zheng, Zhi-Feng Pang:
Nonlocal Patch-Based Fully-Connected Tensor Network Decomposition for Remote Sensing Image Inpainting. CoRR abs/2109.05889 (2021) - [i18]Yun-Yang Liu, Xi-Le Zhao, Guang-Jing Song, Yu-Bang Zheng, Ting-Zhu Huang:
Fully-Connected Tensor Network Decomposition for Robust Tensor Completion Problem. CoRR abs/2110.08754 (2021) - [i17]Ben-Zheng Li, Xi-Le Zhao, Teng-Yu Ji, Xiongjun Zhang, Ting-Zhu Huang:
Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion. CoRR abs/2110.08774 (2021) - 2020
- [j70]Jinghua Yang, Xi-Le Zhao
Low-rank tensor train for tensor robust principal component analysis. Appl. Math. Comput. 367 (2020) - [j69]Meng Ding, Ting-Zhu Huang, Tian-Hui Ma, Xi-Le Zhao, Jinghua Yang:
Cauchy noise removal using group-based low-rank prior. Appl. Math. Comput. 372 (2020) - [j68]Yugang Wang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Teng-Yu Ji:
A convex single image dehazing model via sparse dark channel prior. Appl. Math. Comput. 375: 125085 (2020) - [j67]Hong-Xia Dou, Ting-Zhu Huang, Xi-Le Zhao, Jie Huang, Jun Liu:
Semi-blind image deblurring by a proximal alternating minimization method with convergence guarantees. Appl. Math. Comput. 377: 125168 (2020) - [j66]Xi-Le Zhao
Deep plug-and-play prior for low-rank tensor completion. Neurocomputing 400: 137-149 (2020) - [j65]Xi-Le Zhao, Hao Zhang, Tai-Xiang Jiang, Michael K. Ng, Xiongjun Zhang
Fast algorithm with theoretical guarantees for constrained low-tubal-rank tensor recovery in hyperspectral images denoising. Neurocomputing 413: 397-409 (2020) - [j64]Yu-Bang Zheng
Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery. Inf. Sci. 532: 170-189 (2020) - [j63]Jinghua Yang, Xi-Le Zhao
Remote sensing images destriping using unidirectional hybrid total variation and nonconvex low-rank regularization. J. Comput. Appl. Math. 363: 124-144 (2020) - [j62]Tai-Xiang Jiang
Multi-dimensional imaging data recovery via minimizing the partial sum of tubal nuclear norm. J. Comput. Appl. Math. 372: 112680 (2020) - [j61]Huan-Yan Jian
Fast implicit integration factor method for nonlinear space Riesz fractional reaction-diffusion equations. J. Comput. Appl. Math. 378: 112935 (2020) - [j60]Xue-Lei Lin
Tensor Factorization with Total Variation and Tikhonov Regularization for Low-Rank Tensor Completion in Imaging Data. J. Math. Imaging Vis. 62(6-7): 900-918 (2020) - [j59]Yong-Liang Zhao, Pei-Yong Zhu, Xian-Ming Gu, Xi-Le Zhao, Huan-Yan Jian:
A Preconditioning Technique for All-at-Once System from the Nonlinear Tempered Fractional Diffusion Equation. J. Sci. Comput. 83(1): 10 (2020) - [j58]Michael K. Ng, Xiongjun Zhang
Patched-tube unitary transform for robust tensor completion. Pattern Recognit. 100: 107181 (2020) - [j57]Ting Xu
Hyperspectral Image Superresolution Using Unidirectional Total Variation With Tucker Decomposition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 4381-4398 (2020) - [j56]Zhong-Cheng Wu
A New Variational Approach Based on Proximal Deep Injection and Gradient Intensity Similarity for Spatio-Spectral Image Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 6277-6290 (2020) - [j55]Yi Chang
Weighted Low-Rank Tensor Recovery for Hyperspectral Image Restoration. IEEE Trans. Cybern. 50(11): 4558-4572 (2020) - [j54]Yu-Bang Zheng
Mixed Noise Removal in Hyperspectral Image via Low-Fibered-Rank Regularization. IEEE Trans. Geosci. Remote. Sens. 58(1): 734-749 (2020) - [j53]Yong Chen
Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 58(2): 1348-1362 (2020) - [j52]Yi Chang
Toward Universal Stripe Removal via Wavelet-Based Deep Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 58(4): 2880-2897 (2020) - [j51]Kaidong Wang, Yao Wang
Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 58(11): 7654-7671 (2020) - [j50]Yu-Bang Zheng
Double-Factor-Regularized Low-Rank Tensor Factorization for Mixed Noise Removal in Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 58(12): 8450-8464 (2020) - [j49]Yong Chen
Hyperspectral Image Compressive Sensing Reconstruction Using Subspace-Based Nonlocal Tensor Ring Decomposition. IEEE Trans. Image Process. 29: 6813-6828 (2020) - [j48]Tai-Xiang Jiang
Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion. IEEE Trans. Image Process. 29: 7233-7244 (2020) - [j47]Guoyong Zhang
Spectrum Cartography via Coupled Block-Term Tensor Decomposition. IEEE Trans. Signal Process. 68: 3660-3675 (2020) - [i16]Xian-Ming Gu, Yong-Liang Zhao, Xi-Le Zhao, Bruno Carpentieri, Yu-Yun Huang:
A note on parallel preconditioning for the all-at-once solution of Riesz fractional diffusion equations. CoRR abs/2003.07020 (2020) - [i15]Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Michael K. Ng, Tian-Hui Ma:
Tensor train rank minimization with nonlocal self-similarity for tensor completion. CoRR abs/2004.14273 (2020) - [i14]Huan-Yan Jian, Ting-Zhu Huang, Xian-Ming Gu, Xi-Le Zhao, Yong-Liang Zhao:
Fast second-order implicit difference schemes for time distributed-order and Riesz space fractional diffusion-wave equations. CoRR abs/2005.08534 (2020) - [i13]Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma:
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence. CoRR abs/2005.09674 (2020) - [i12]Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yu-Bang Zheng, Yi Chang:
Unsupervised Hyperspectral Mixed Noise Removal Via Spatial-Spectral Constrained Deep Image Prior. CoRR abs/2008.09753 (2020) - [i11]Tai-Xiang Jiang, Xi-Le Zhao, Hao Zhang, Michael K. Ng:
Dictionary Learning with Low-rank Coding Coefficients for Tensor Completion. CoRR abs/2009.12507 (2020) - [i10]Zhigang Jia, Qiyu Jin, Michael K. Ng, Xile Zhao:
Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Images and Videos Inpainting. CoRR abs/2011.08675 (2020)
2010 – 2019
- 2019
- [j46]Xi-Le Zhao
Low-Rank Tensor Completion via Tensor Nuclear Norm With Hybrid Smooth Regularization. IEEE Access 7: 131888-131901 (2019) - [j45]Jie Huang
Joint-Sparse-Blocks Regression for Total Variation Regularized Hyperspectral Unmixing. IEEE Access 7: 138779-138791 (2019) - [j44]Meng Ding, Ting-Zhu Huang
Total variation with overlapping group sparsity for deblurring images under Cauchy noise. Appl. Math. Comput. 341: 128-147 (2019) - [j43]Jian-Li Wang, Ting-Zhu Huang, Tian-Hui Ma, Xi-Le Zhao, Yong Chen:
A sheared low-rank model for oblique stripe removal. Appl. Math. Comput. 360: 167-180 (2019) - [j42]Jinghua Yang, Xi-Le Zhao
Total variation and high-order total variation adaptive model for restoring blurred images with Cauchy noise. Comput. Math. Appl. 77(5): 1255-1272 (2019) - [j41]Xiao-Tong Li, Xi-Le Zhao
Low-rank tensor completion via combined non-local self-similarity and low-rank regularization. Neurocomputing 367: 1-12 (2019) - [j40]Yong-Liang Zhao, Pei-Yong Zhu, Xian-Ming Gu
A limited-memory block bi-diagonal Toeplitz preconditioner for block lower triangular Toeplitz system from time-space fractional diffusion equation. J. Comput. Appl. Math. 362: 99-115 (2019) - [j39]Meng Ding, Ting-Zhu Huang, Teng-Yu Ji, Xi-Le Zhao, Jinghua Yang:
Low-Rank Tensor Completion Using Matrix Factorization Based on Tensor Train Rank and Total Variation. J. Sci. Comput. 81(2): 941-964 (2019) - [j38]Wen-Hao Xu, Xi-Le Zhao
Laplace function based nonconvex surrogate for low-rank tensor completion. Signal Process. Image Commun. 73: 62-69 (2019) - [j37]Ye-Tao Wang, Xi-Le Zhao
A total variation and group sparsity based tensor optimization model for video rain streak removal. Signal Process. Image Commun. 73: 96-108 (2019) - [j36]Jian-Li Wang
Reweighted Block Sparsity Regularization for Remote Sensing Images Destriping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 4951-4963 (2019) - [j35]Jin-Ju Wang
Row-Sparsity Spectral Unmixing via Total Variation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 5009-5022 (2019) - [j34]Jie Huang
Joint-Sparse-Blocks and Low-Rank Representation for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 57(4): 2419-2438 (2019) - [j33]Tai-Xiang Jiang
FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors. IEEE Trans. Image Process. 28(4): 2089-2102 (2019) - [c8]Tian Lu, Xi-Le Zhao, Yu-Bang Zheng, Meng Ding, Xiao-Tong Li:
Tensor Completion via Global Low-Tubal-Rankness and Nonlocal Self-Similarity. GlobalSIP 2019: 1-5 - [c7]Yugang Wang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Tai-Xiang Jiang:
Rain Streaks Removal for Single Image Via Directional Total Variation Regularization. ICIP 2019: 2801-2805 - [c6]Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Jie Huang:
Hyperspectral Image Denoising Via Convex Low-Fibered-Rank Regularization. IGARSS 2019: 222-225 - [c5]Hao Zhang, Xi-Le Zhao, Tai-Xiang Jiang, Michael Kwok-Po Ng:
Constrained Low-Tubal-Rank Tensor Recovery for Hyperspectral Images Mixed Noise Removal by Bilateral Random Projections. IGARSS 2019: 1939-1942 - [i9]Wen-Hao Xu, Xi-Le Zhao, Michael Kwok-Po Ng:
A Fast Algorithm for Cosine Transform Based Tensor Singular Value Decomposition. CoRR abs/1902.03070 (2019) - [i8]Wen-Hao Xu, Xi-Le Zhao, Tai-Xiang Jiang, Yao Wang, Michael K. Ng:
Deep Plug-and-play Prior for Low-rank Tensor Completion. CoRR abs/1905.04449 (2019) - [i7]Hao Zhang, Xi-Le Zhao, Tai-Xiang Jiang, Michael Kwok-Po Ng:
Constrained low-tubal-rank tensor recovery for hyperspectral images mixed noise removal by bilateral random projections. CoRR abs/1905.05941 (2019) - [i6]Tai-Xiang Jiang, Michael K. Ng, Xi-Le Zhao, Ting-Zhu Huang:
Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion. CoRR abs/1909.06982 (2019) - 2018
- [j32]Tai-Xiang Jiang, Ting-Zhu Huang
Matrix factorization for low-rank tensor completion using framelet prior. Inf. Sci. 436-437: 403-417 (2018) - [j31]Jin-Jin Mei, Ting-Zhu Huang
Second order total generalized variation for speckle reduction in ultrasound images. J. Frankl. Inst. 355(1): 574-595 (2018) - [j30]Si Wang
Speckle noise removal in ultrasound images by first- and second-order total variation. Numer. Algorithms 78(2): 513-533 (2018) - [j29]Yaru Fan, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Shanxiong Fan:
Multispectral Image Denoising via Nonlocal Multitask Sparse Learning. Remote. Sens. 10(1): 116 (2018) - [j28]Hong-Xia Dou, Ting-Zhu Huang, Liang-Jian Deng, Xi-Le Zhao, Jie Huang:
Directional ℓ0 Sparse Modeling for Image Stripe Noise Removal. Remote. Sens. 10(3): 361 (2018) - [j27]Ziyao Zhang, Ting-Zhu Huang, Liang-Jian Deng, Jie Huang, Xi-Le Zhao, Chao-Chao Zheng:
A Framelet-Based Iterative Pan-Sharpening Approach. Remote. Sens. 10(4): 622 (2018) - [j26]Si Wang
Double Reweighted Sparse Regression and Graph Regularization for Hyperspectral Unmixing. Remote. Sens. 10(7): 1046 (2018) - [j25]Yao Wang
Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(4): 1227-1243 (2018) - [j24]Yong Chen
Destriping of Multispectral Remote Sensing Image Using Low-Rank Tensor Decomposition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 4950-4967 (2018) - [i5]Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Yao Wang:
FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors. CoRR abs/1803.07487 (2018) - [i4]Ye-Tao Wang, Xi-Le Zhao, Tai-Xiang Jiang, Liang-Jian Deng, Yi Chang, Ting-Zhu Huang:
Rain Streak Removal for Single Image via Kernel Guided CNN. CoRR abs/1808.08545 (2018) - [i3]Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Teng-Yu Ji, Tian-Hui Ma:
Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery. CoRR abs/1812.00688 (2018) - 2017
- [j23]Tai-Xiang Jiang, Ting-Zhu Huang
Patch-Based Principal Component Analysis for Face Recognition. Comput. Intell. Neurosci. 2017: 5317850:1-5317850:9 (2017) - [j22]Han Yu, Ting-Zhu Huang
Super-resolution via a fast deconvolution with kernel estimation. EURASIP J. Image Video Process. 2017: 3 (2017) - [j21]Yong Chen, Ting-Zhu Huang
Group sparsity based regularization model for remote sensing image stripe noise removal. Neurocomputing 267: 95-106 (2017) - [j20]Tian-Hui Ma, Ting-Zhu Huang, Xi-Le Zhao, Yifei Lou
Image deblurring with an inaccurate blur kernel using a group-based low-rank image prior. Inf. Sci. 408: 213-233 (2017) - [j19]Yaru Fan, Ting-Zhu Huang
Cartoon-texture image decomposition via non-convex low-rank texture regularization. J. Frankl. Inst. 354(7): 3170-3187 (2017) - [j18]Michael K. Ng, Wei Wang
A variational approach for restoring images corrupted by noisy blur kernels and additive noise. Numer. Linear Algebra Appl. 24(6) (2017) - [j17]Yong Chen, Ting-Zhu Huang
Stripe noise removal of remote sensing images by total variation regularization and group sparsity constraint. Remote. Sens. 9(6): 559 (2017) - [c4]Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Yao Wang:
A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors. CVPR 2017: 2818-2827 - [c3]Chao-Chao Zheng, Ting-Zhu Huang, Liang-Jian Deng, Xi-Le Zhao, Hong-Xia Dou:
Image fusion via dynamic gradient sparsity and anisotropic spectral-spatial total variation. ICIP 2017: 1452-1456 - [c2]Tian-Hui Ma, Yifei Lou, Ting-Zhu Huang, Xi-Le Zhao:
Group-based truncated l1-2 model for image inpainting. ICIP 2017: 2079-2083 - [i2]Yao Wang, Jiangjun Peng, Qian Zhao, Deyu Meng, Yee Leung, Xi-Le Zhao:
Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition. CoRR abs/1707.02477 (2017) - [i1]Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng:
A novel nonconvex approach to recover the low-tubal-rank tensor data: when t-SVD meets PSSV. CoRR abs/1712.05870 (2017) - 2016
- [j16]Teng-Yu Ji
Tensor completion using total variation and low-rank matrix factorization. Inf. Sci. 326: 243-257 (2016) - [j15]Tian-Hui Ma, Ting-Zhu Huang
Group-based image decomposition using 3-D cartoon and texture priors. Inf. Sci. 328: 510-527 (2016) - [j14]Wei Wang, Xile Zhao, Michael K. Ng:
A cartoon-plus-texture image decomposition model for blind deconvolution. Multidimens. Syst. Signal Process. 27(2): 541-562 (2016) - [j13]Xiaoshuang Ma, Huanfeng Shen
SAR Image Despeckling by the Use of Variational Methods With Adaptive Nonlocal Functionals. IEEE Trans. Geosci. Remote. Sens. 54(6): 3421-3435 (2016) - [j12]Fan Wang, Xi-Le Zhao
Multiplicative Noise and Blur Removal by Framelet Decomposition and l1-Based L-Curve Method. IEEE Trans. Image Process. 25(9): 4222-4232 (2016) - 2015
- [j11]Xian-Ming Gu
Strang-type preconditioners for solving fractional diffusion equations by boundary value methods. J. Comput. Appl. Math. 277: 73-86 (2015) - [j10]Chuan Chen, Michael K. Ng, Xi-Le Zhao
Alternating Direction Method of Multipliers for Nonlinear Image Restoration Problems. IEEE Trans. Image Process. 24(1): 33-43 (2015) - [c1]Liang-Jian Deng, Weihong Guo, Ting-Zhu Huang, Xi-Le Zhao
Heaviside image edge sharpening. MMSP 2015: 1-5 - 2014
- [j9]Xian-Ming Gu, Ting-Zhu Huang, Xi-Le Zhao, Wei-Ru Xu, Hou-Biao Li
Circulant preconditioned iterative methods for peridynamic model simulation. Appl. Math. Comput. 248: 470-479 (2014) - [j8]Jie Huang, Ting-Zhu Huang
Two soft-thresholding based iterative algorithms for image deblurring. Inf. Sci. 271: 179-195 (2014) - [j7]Xi-Le Zhao
A New Convex Optimization Model for Multiplicative Noise and Blur Removal. SIAM J. Imaging Sci. 7(1): 456-475 (2014) - 2013
- [j6]Jie Huang, Ting-Zhu Huang
Image restoration with shifting reflective boundary conditions. Sci. China Inf. Sci. 56(6): 1-15 (2013) - [j5]Xi-Le Zhao
Total Variation Structured Total Least Squares Method for Image Restoration. SIAM J. Sci. Comput. 35(6) (2013) - [j4]Xi-Le Zhao
Deblurring and Sparse Unmixing for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 51(7-1): 4045-4058 (2013) - 2012
- [j3]Xi-Le Zhao
DCT- and DST-based splitting methods for Toeplitz systems. Int. J. Comput. Math. 89(5): 691-700 (2012) - [j2]Xiao-Guang Lv, Ting-Zhu Huang
Kronecker product approximations for image restoration with whole-sample symmetric boundary conditions. Inf. Sci. 186(1): 150-163 (2012)
2000 – 2009
- 2008
- [j1]Xi-Le Zhao
On the inverse of a general pentadiagonal matrix. Appl. Math. Comput. 202(2): 639-646 (2008)
Coauthor Index
[j150] [j149] [j148] [j142] [j139] [j136] [j133] [c26] [c22] [j130] [j129] [j123] [j119] [j117] [j116] [i30] [j114] [j113] [j112] [j111] [j109] [j105] [j102] [j100] [j99] [j98] [j97] [j95] [j94] [j91] [j90] [j86] [j85] [j83] [j82] [j81] [j80] [j77] [j74] [j73] [j72] [j71] [c14] [c13] [c12] [c11] [c10] [i18] [i17] [j70] [j69] [j68] [j67] [j64] [j63] [j62] [j61] [j57] [j56] [j54] [j53] [j50] [j49] [j48] [i15] [i14] [i13] [j46] [j45] [j44] [j43] [j42] [j41] [j39] [j38] [j37] [j36] [j35] [j34] [j33] [c7] [c6] [i6] [j32] [j31] [j30] [j29] [j28] [j27] [j26] [j24] [i5] [i4] [i3] [j23] [j22] [j21] [j20] [j19] [j17] [c4] [c3] [c2] [i1] [j16] [j15] [j11] [c1] [j9] [j8] [j6] [j5] [j4] [j3] [j2] [j1]
Yi-Si Luo
aka: Yisi Luo
aka: Yisi Luo
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