Yu-Bang Zheng

50 papers A* 2C 3Journal 43Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
DNN-aided low-rank and sparse decomposition model for infrared small target detection.
Pattern Recognit.
Jia-Jie Yin, Heng-Chao Li, Yu-Bang Zheng, Xiongfei Geng, Jie Pan
2026 J jnl
Dynamic Low-Rank Tensor Decomposition for Video Applications.
IEEE Trans. Circuits Syst. Video Technol.
Wen-Jie Zheng, Xi-Le Zhao, Yu-Bang Zheng, Teng-Yu Ji, Ben-Zheng Li
2026 J jnl
Multimodal Quaternion Representation Network for Multisource Remote Sensing Data Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yu-Le Wei, Heng-Chao Li, Jian-Li Wang, Yu-Bang Zheng, Jie Pan, Qian Du
2026 J jnl
TenExp: Mixture-of-Experts-Based Tensor Decomposition Structure Search Framework.
CoRR
Ting-Wei Zhou, Xi-Le Zhao, Sheng Liu, Wei-Hao Wu, Yu-Bang Zheng, Deyu Meng
2025 J jnl
A Unified Sentinel-2 Imagery Thick Cloud Removal and Rescaling Framework From a Continuous Perspective.
IEEE Trans. Geosci. Remote. Sens.
Wei-Hao Wu, Ting-Zhu Huang, Xi-Le Zhao, Xingwen Quan, Yu-Bang Zheng, Deyu Meng
2025 J jnl
Bilateral Tensor Ring Decomposition for Thick Cloud Removal in Multitemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Yu-Bang Zheng, Jia-Le Ma, Heng-Chao Li, Zhi-Wei Shi, Qing Zhu
2025 J jnl
Efficient FCTN Decomposition With Structural Sparsity for Noisy Tensor Completion.
IEEE Trans. Big Data
Wei-Jian Huang, Li Huang, Tai-Xiang Jiang, Yu-Bang Zheng, Guisong Liu
2025 J jnl
Fully Tensorized Lightweight ConvLSTM Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Tian-Yu Ma, Heng-Chao Li, Yu-Bang Zheng, Qian Du, Antonio Plaza
2025 J jnl
Fully-connected tensor network decomposition with gradient factors regularization for robust tensor completion.
Signal Process.
Bin Xiao, Heng-Chao Li, Rui Wang, Yu-Bang Zheng
2025 J jnl
Functional Tensor Singular Value Decomposition.
SIAM J. Sci. Comput.
Chuan Wang, Xi-Le Zhao, Yu-Bang Zheng, Ben-Zheng Li, Michael K. Ng
2025 J jnl
Multidimensional nonlinear transform-based tensor representation for high-dimensional image reconstruction.
Pattern Recognit.
Zhi-Wei Shi, Yu-Bang Zheng, Yi Zhang, Heng-Chao Li
2025 J jnl
Multitemporal Thick Cloud Removal via Temporal Smoothness in Image and Gradient Domains.
IEEE Trans. Geosci. Remote. Sens.
Teng-Yu Ji, Zirui Song, Dong-Lin Sun, Yu-Bang Zheng
2025 J jnl
Spectral-Temporal Consistency Prior for Cloud Removal From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Shi-Jun Yang, Yu-Bang Zheng, Heng-Chao Li, Yong Chen, Qing Zhu
2025 J jnl
Tensor network decomposition for data recovery: Recent advancements and future prospects.
Neural Networks
Yu-Bang Zheng, Xi-Le Zhao, Heng-Chao Li, Chao Li, Ting-Zhu Huang, Qibin Zhao
2025 J jnl
ULADiff: Unmixing-Guided Learnable Abundance-Latent Diffusion for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Zhemin Wei, Heng-Chao Li, Yu-Bang Zheng, Jian-Li Wang, Qian Du
2024 C conf
Feature-Domain Fidelity and Tensor Low-Rank Regularization for Cloud Removal in Remote Sensing Images.
IGARSS
Wen-Jie Zheng, Xiao-Xuan Bai, Yu-Bang Zheng, Ya-Ru Fan, Ting-Zhu Huang, Xi-Le Zhao
2024 C conf
Infrared Small Target Detection Based on Weighted Tensor Average Rank Minimization and Directional Structure Tensor.
IGARSS
Xi-Hu Yang, Yu-Bang Zheng, Jia-Jie Yin, Shi-Jun Yang, Heng-Chao Li
2024 J jnl
Provable Stochastic Algorithm for Large-Scale Fully-Connected Tensor Network Decomposition.
J. Sci. Comput.
Wen-Jie Zheng, Xi-Le Zhao, Yu-Bang Zheng, Ting-Zhu Huang
2024 A* conf
SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective.
CVPR
Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng, Chao Li, Qibin Zhao, Heng-Chao Li, Ting-Zhu Huang
2024 J jnl
Spatial-Temporal Weighted and Regularized Tensor Model for Infrared Dim and Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Jia-Jie Yin, Heng-Chao Li, Yu-Bang Zheng, Gui Gao, Yuxin Hu, Ran Tao
2024 J jnl
Thick Cloud Removal in Multitemporal Remote Sensing Images via Low-Rank Regularized Self-Supervised Network.
IEEE Trans. Geosci. Remote. Sens.
Yong Chen, Maolin Chen, Wei He, Jinshan Zeng, Min Huang, Yu-Bang Zheng
2023 — conf
Fully Tensorized Convolutional Long Short-Term Memory for Hyperspectral Image Classification.
WHISPERS
Tian-Yu Ma, Heng-Chao Li, Yu-Bang Zheng, Qian Du
2023 J jnl
Hyperspectral Image Denoising: Reconciling Sparse and Low-Tensor-Ring-Rank Priors in the Transformed Domain.
IEEE Trans. Geosci. Remote. Sens.
Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao, Wei He, Jae Kyu Choi, Yu-Bang Zheng
2023 J jnl
Quaternion Convolutional Neural Network With EMAP Representation for Multisource Remote-Sensing Data Classification.
IEEE Geosci. Remote. Sens. Lett.
Yu-Le Wei, Yu-Bang Zheng, Rui Wang, Heng-Chao Li
2023 J jnl
SVDinsTN: An Integrated Method for Tensor Network Representation with Efficient Structure Search.
CoRR
Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng, Chao Li, Qibin Zhao, Heng-Chao Li, Ting-Zhu Huang
2023 J jnl
Tensor ring decomposition-based model with interpretable gradient factors regularization for tensor completion.
Knowl. Based Syst.
Peng-Ling Wu, Xi-Le Zhao, Meng Ding, Yu-Bang Zheng, Lu-Bin Cui, Ting-Zhu Huang
2023 J jnl
Thick Cloud Removal for Multitemporal Remote Sensing Images: When Tensor Ring Decomposition Meets Gradient Domain Fidelity.
IEEE Trans. Geosci. Remote. Sens.
Li-Yuan Li, Ting-Zhu Huang, Yu-Bang Zheng, Wen-Jie Zheng, Jie Lin, Guo-Cheng Wu, Xi-Le Zhao
2022 J jnl
Hyperspectral Denoising Using Unsupervised Disentangled Spatiospectral Deep Priors.
IEEE Trans. Geosci. Remote. Sens.
Yu-Chun Miao, Xi-Le Zhao, Xiao Fu, Jian-Li Wang, Yu-Bang Zheng
2022 J jnl
Hyperspectral Image Denoising via Tensor Low-Rank Prior and Unsupervised Deep Spatial-Spectral Prior.
IEEE Trans. Geosci. Remote. Sens.
Wei-Hao Wu, Ting-Zhu Huang, Xi-Le Zhao, Jian-Li Wang, Yu-Bang Zheng
2022 J jnl
Hyperspectral Image Restoration by Tensor Fibered Rank Constrained Optimization and Plug-and-Play Regularization.
IEEE Trans. Geosci. Remote. Sens.
Yun-Yang Liu, Xi-Le Zhao, Yu-Bang Zheng, Tian-Hui Ma, Hongyan Zhang
2022 J jnl
Nonlocal Patch-Based Fully Connected Tensor Network Decomposition for Multispectral Image Inpainting.
IEEE Geosci. Remote. Sens. Lett.
Wen-Jie Zheng, Xi-Le Zhao, Yu-Bang Zheng, Zhi-Feng Pang
2022 J jnl
Tensor Completion via Fully-Connected Tensor Network Decomposition with Regularized Factors.
J. Sci. Comput.
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Qibin Zhao
2021 J jnl
A novel non-convex low-rank tensor approximation model for hyperspectral image restoration.
Appl. Math. Comput.
Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma, Tai-Xiang Jiang, Yu-Bang Zheng
2021 J jnl
Adaptive total variation and second-order total variation-based model for low-rank tensor completion.
Numer. Algorithms
Xin Li, Ting-Zhu Huang, Xi-Le Zhao, Teng-Yu Ji, Yu-Bang Zheng, Liang-Jian Deng
2021 A* conf
Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion.
AAAI
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Qibin Zhao, Tai-Xiang Jiang
2021 J jnl
Fully-Connected Tensor Network Decomposition for Robust Tensor Completion Problem.
CoRR
Yun-Yang Liu, Xi-Le Zhao, Guang-Jing Song, Yu-Bang Zheng, Ting-Zhu Huang
2021 J jnl
Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors.
CoRR
Yu-Chun Miao, Xi-Le Zhao, Xiao Fu, Jian-Li Wang, Yu-Bang Zheng
2021 J jnl
Hyperspectral Mixed Noise Removal via Spatial-Spectral Constrained Unsupervised Deep Image Prior.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yu-Bang Zheng, Yi Chang
2021 J jnl
Nonlocal Patch-Based Fully-Connected Tensor Network Decomposition for Remote Sensing Image Inpainting.
CoRR
Wen-Jie Zheng, Xi-Le Zhao, Yu-Bang Zheng, Zhi-Feng Pang
2021 J jnl
Three-dimensional fractional total variation regularized tensor optimized model for image deblurring.
Appl. Math. Comput.
Lin Guo, Xi-Le Zhao, Xian-Ming Gu, Yong-Liang Zhao, Yu-Bang Zheng, Ting-Zhu Huang
2020 J jnl
Double-Factor-Regularized Low-Rank Tensor Factorization for Mixed Noise Removal in Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens.
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Yong Chen, Wei He
2020 J jnl
Mixed Noise Removal in Hyperspectral Image via Low-Fibered-Rank Regularization.
IEEE Trans. Geosci. Remote. Sens.
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Tian-Hui Ma, Teng-Yu Ji
2020 J jnl
Tensor
Inf. Sci.
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Teng-Yu Ji, Tian-Hui Ma
2020 J jnl
Unsupervised Hyperspectral Mixed Noise Removal Via Spatial-Spectral Constrained Deep Image Prior.
CoRR
Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yu-Bang Zheng, Yi Chang
2019 C conf
Hyperspectral Image Denoising Via Convex Low-Fibered-Rank Regularization.
IGARSS
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Jie Huang
2019 J jnl
Low-Rank Tensor Completion via Tensor Nuclear Norm With Hybrid Smooth Regularization.
IEEE Access
Xi-Le Zhao, Xin Nie, Yu-Bang Zheng, Teng-Yu Ji, Ting-Zhu Huang
2019 J jnl
Low-rank tensor completion via combined non-local self-similarity and low-rank regularization.
Neurocomputing
Xiao-Tong Li, Xi-Le Zhao, Tai-Xiang Jiang, Yu-Bang Zheng, Teng-Yu Ji, Ting-Zhu Huang
2019 J jnl
Reweighted Block Sparsity Regularization for Remote Sensing Images Destriping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Jie Huang, Tian-Hui Ma, Yu-Bang Zheng
2019 — conf
Tensor Completion via Global Low-Tubal-Rankness and Nonlocal Self-Similarity.
GlobalSIP
Tian Lu, Xi-Le Zhao, Yu-Bang Zheng, Meng Ding, Xiao-Tong Li
2018 J jnl
Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery.
CoRR
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Teng-Yu Ji, Tian-Hui Ma