2025
Dual Completion Learning for Incomplete Multi-View Clustering.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2025
$\mathrm{D}^{3}$T: Deep Denoising Dictionary Tensor for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025
When non-local similarity meets tensor factorization: A patch-wise method for hyperspectral anomaly detection.
Signal Process., 2025
2024
Tensor Learning Meets Dynamic Anchor Learning: From Complete to Incomplete Multiview Clustering.
IEEE Trans. Neural Networks Learn. Syst., November, 2024
Tensor Completion Using Bilayer Multimode Low-Rank Prior and Total Variation.
IEEE Trans. Neural Networks Learn. Syst., October, 2024
Data Completion-Guided Unified Graph Learning for Incomplete Multi-View Clustering.
ACM Trans. Knowl. Discov. Data, September, 2024
Exploring the Temporal Consistency of Arbitrary Style Transfer: A Channelwise Perspective.
IEEE Trans. Neural Networks Learn. Syst., June, 2024
Partial Tubal Nuclear Norm-Regularized Multiview Subspace Learning.
IEEE Trans. Cybern., June, 2024
Convex-Concave Tensor Robust Principal Component Analysis.
Int. J. Comput. Vis., May, 2024
Self-Completed Bipartite Graph Learning for Fast Incomplete Multi-View Clustering.
IEEE Trans. Circuits Syst. Video Technol., April, 2024
Double High-Order Correlation Preserved Robust Multi-View Ensemble Clustering.
ACM Trans. Multim. Comput. Commun. Appl., January, 2024
Robust Tensor Recovery for Incomplete Multi-View Clustering.
IEEE Trans. Multim., 2024
When Channel Correlation Meets Sparse Prior: Keeping Interpretability in Image Compressive Sensing.
IEEE Trans. Multim., 2024
RCUMP: Residual Completion Unrolling With Mixed Priors for Snapshot Compressive Imaging.
IEEE Trans. Image Process., 2024
Pick-and-Place Transform Learning for Fast Multi-View Clustering.
IEEE Trans. Image Process., 2024
Fine-Grained Essential Tensor Learning for Robust Multi-View Spectral Clustering.
IEEE Trans. Image Process., 2024
Double Discrete Cosine Transform-Oriented Multi-View Subspace Clustering.
IEEE Trans. Image Process., 2024
DFINet: Dual-Way Feature Interaction Network for Long-Term Series Forecasting.
IEEE Trans. Instrum. Meas., 2024
Enhancing Inter-Class Separability With High-Order Strangers for Multi-View Clustering.
IEEE Signal Process. Lett., 2024
Robust multiple subspaces transfer for heterogeneous domain adaptation.
Pattern Recognit., 2024
Bilevel fuzzy clustering via adaptive similarity graphs fusion.
Inf. Sci., 2024
OTLRM: Orthogonal Learning-based Low-Rank Metric for Multi-Dimensional Inverse Problems.
CoRR, 2024
Random Sampling for Diffusion-based Adversarial Purification.
CoRR, 2024
Empowering Snapshot Compressive Imaging: Spatial-Spectral State Space Model with Across-Scanning and Local Enhancement.
CoRR, 2024
LLEMamba: Low-Light Enhancement via Relighting-Guided Mamba with Deep Unfolding Network.
CoRR, 2024
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results.
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CoRR, 2024
Lightweight RF Fingerprint Identification using Cross Modal Knowledge Distillation: Learning from Wired to Wireless.
Proceedings of the 16th International Conference on Wireless Communications and Signal Processing, 2024
Class-Agnostic Detection of Unknown Objects from Foreground Improves Robust Open World Object Detection.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Cross-View Diversity Embedded Consensus Learning for Multi-View Clustering.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Deep Unfolding 3D Non-Local Transformer Network for Hyperspectral Snapshot Compressive Imaging.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024
SAH-SCI: Self-supervised Adapter for Efficient Hyperspectral Snapshot Compressive Imaging.
Proceedings of the Computer Vision - ECCV 2024, 2024
Improving Spectral Snapshot Reconstruction with Spectral-Spatial Rectification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Dual Prior Unfolding for Snapshot Compressive Imaging.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Unmixing Diffusion for Self-Supervised Hyperspectral Image Denoising.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
MIPI 2024 Challenge on Demosaic for Hybridevs Camera: Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Fine-Grained Bipartite Concept Factorization for Clustering.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
DiffSCI: Zero-Shot Snapshot Compressive Imaging via Iterative Spectral Diffusion Model.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Feature Distribution Matching by Optimal Transport for Effective and Robust Coreset Selection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Block Image Compressive Sensing with Local and Global Information Interaction.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Pose-Aided Video-Based Person Re-Identification via Recurrent Graph Convolutional Network.
IEEE Trans. Circuits Syst. Video Technol., December, 2023
Robustness Meets Low-Rankness: Unified Entropy and Tensor Learning for Multi-View Subspace Clustering.
IEEE Trans. Circuits Syst. Video Technol., November, 2023
Global and local similarity learning in multi-kernel space for nonnegative matrix factorization.
Knowl. Based Syst., November, 2023
Optimizing Spaced Repetition Schedule by Capturing the Dynamics of Memory.
IEEE Trans. Knowl. Data Eng., October, 2023
HMM-GDAN: Hybrid multi-view and multi-scale graph duplex-attention networks for drug response prediction in cancer.
Neural Networks, October, 2023
Laplacian regularized deep low-rank subspace clustering network.
Appl. Intell., October, 2023
Deep Dynamic Memory Augmented Attentional Dictionary Learning for Image Denoising.
IEEE Trans. Circuits Syst. Video Technol., September, 2023
Deep and Low-Rank Quaternion Priors for Color Image Processing.
IEEE Trans. Circuits Syst. Video Technol., July, 2023
Saliency Transfer Learning and Central-Cropping Network for Prostate Cancer Classification.
Neural Process. Lett., June, 2023
Asymmetry total variation and framelet regularized nonconvex low-rank tensor completion.
Signal Process., May, 2023
Enabling Large-Capacity Reversible Data Hiding Over Encrypted JPEG Bitstreams.
IEEE Trans. Circuits Syst. Video Technol., March, 2023
Multi-granularity graph pooling for video-based person re-identification.
Neural Networks, March, 2023
Structured anchor-inferred graph learning for universal incomplete multi-view clustering.
World Wide Web (WWW), January, 2023
Ensemble Learning-Based Atrial Fibrillation Detection From Single Lead ECG Wave for Wireless Body Sensor Network.
IEEE Trans. Netw. Sci. Eng., 2023
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing.
IEEE Trans. Multim., 2023
Bilateral Fast Low-Rank Representation With Equivalent Transformation for Subspace Clustering.
IEEE Trans. Multim., 2023
Unified Low-Rank Tensor Learning and Spectral Embedding for Multi-View Subspace Clustering.
IEEE Trans. Multim., 2023
Multi-view Ensemble Clustering via Low-rank and Sparse Decomposition: From Matrix to Tensor.
ACM Trans. Knowl. Discov. Data, 2023
Bi-Nuclear Tensor Schatten-p Norm Minimization for Multi-View Subspace Clustering.
IEEE Trans. Image Process., 2023
Toward Complete-View and High-Level Pose-Based Gait Recognition.
IEEE Trans. Inf. Forensics Secur., 2023
Hyperspectral Anomaly Detection via Structured Sparsity Plus Enhanced Low-Rankness.
IEEE Trans. Geosci. Remote. Sens., 2023
Cross-Scale-Guided Fusion Transformer for Disaster Assessment Using Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023
Generalized Nonconvex Low-Rank Tensor Representation for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2023
Matrix-Based Secret Sharing for Reversible Data Hiding in Encrypted Images.
IEEE Trans. Dependable Secur. Comput., 2023
Cross-Modality LGE-CMR Segmentation Using Image-to-Image Translation Based Data Augmentation.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023
All of Low-Rank and Sparse: A Recast Total Variation Approach to Hyperspectral Denoising.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
MSFA-Frequency-Aware Transformer for Hyperspectral Images Demosaicing.
CoRR, 2023
End-to-end XY Separation for Single Image Blind Deblurring.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
PnP-AE: A Plug-and-Play Module for Volumetric Medical Image Segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
Two-Dimensional Parametric Polynomial Chaotic System.
IEEE Trans. Syst. Man Cybern. Syst., 2022
Hyper-Laplacian Regularized Nonconvex Low-Rank Representation for Multi-View Subspace Clustering.
IEEE Trans. Signal Inf. Process. over Networks, 2022
Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2022
Self-Paced Enhanced Low-Rank Tensor Kernelized Multi-View Subspace Clustering.
IEEE Trans. Multim., 2022
DDCNN: A Deep Learning Model for AF Detection From a Single-Lead Short ECG Signal.
IEEE J. Biomed. Health Informatics, 2022
Hyperspectral Image Denoising Using Nonconvex Local Low-Rank and Sparse Separation With Spatial-Spectral Total Variation Regularization.
IEEE Trans. Geosci. Remote. Sens., 2022
TCDesc: Learning Topology Consistent Descriptors for Image Matching.
IEEE Trans. Circuits Syst. Video Technol., 2022
Low-Rank Tensor Graph Learning for Multi-View Subspace Clustering.
IEEE Trans. Circuits Syst. Video Technol., 2022
Weighted Schatten p-norm minimization with logarithmic constraint for subspace clustering.
Signal Process., 2022
Preserving bilateral view structural information for subspace clustering.
Knowl. Based Syst., 2022
Log-based sparse nonnegative matrix factorization for data representation.
Knowl. Based Syst., 2022
How Image Generation Helps Visible-to-Infrared Person Re-Identification?
CoRR, 2022
Towards Complete-View and High-Level Pose-based Gait Recognition.
CoRR, 2022
Low-rank Meets Sparseness: An Integrated Spatial-Spectral Total Variation Approach to Hyperspectral Denoising.
CoRR, 2022
Hyperspectral Image Denoising Using Non-convex Local Low-rank and Sparse Separation with Spatial-Spectral Total Variation Regularization.
CoRR, 2022
TPpred-ATMV: therapeutic peptide prediction by adaptive multi-view tensor learning model.
Bioinform., 2022
Frobenius norm-regularized robust graph learning for multi-view subspace clustering.
Appl. Intell., 2022
Nonconvex low-rank and sparse tensor representation for multi-view subspace clustering.
Appl. Intell., 2022
Schatten Graph Neural Networks.
IEEE Access, 2022
Deep Contrastive Multi-view Subspace Clustering.
Proceedings of the Neural Information Processing - 29th International Conference, 2022
Correntropy-Induced Tensor Learning for Multi-view Subspace Clustering.
Proceedings of the IEEE International Conference on Data Mining, 2022
High-Order Correlation Embedding for Large-Scale Multi-modal Hashing.
Proceedings of the Web and Big Data - 6th International Joint Conference, 2022
2021
Prior Knowledge Regularized Multiview Self-Representation and its Applications.
IEEE Trans. Neural Networks Learn. Syst., 2021
Low-Rank Preserving t-Linear Projection for Robust Image Feature Extraction.
IEEE Trans. Image Process., 2021
Generalized Nonconvex Low-Rank Tensor Approximation for Multi-View Subspace Clustering.
IEEE Trans. Image Process., 2021
Enhanced Nonconvex Low-Rank Approximation of Tensor Multi-Modes for Tensor Completion.
IEEE Trans. Computational Imaging, 2021
A Multiscale Attention Network for Remote Sensing Scene Images Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Error-robust low-rank tensor approximation for multi-view clustering.
Knowl. Based Syst., 2021
Learning discriminative representation for image classification.
Knowl. Based Syst., 2021
Partial Tubal Nuclear Norm Regularized Multi-view Learning.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Low-Rank And Sparse Tensor Representation For Multi-View Subspace Clustering.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Hyperspectral Image Denoising With Log-Based Robust PCA.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
2020
Jointly Learning Kernel Representation Tensor and Affinity Matrix for Multi-View Clustering.
IEEE Trans. Multim., 2020
2D Quaternion Sparse Discriminant Analysis.
IEEE Trans. Image Process., 2020
Low-Rank Quaternion Approximation for Color Image Processing.
IEEE Trans. Image Process., 2020
Hyperspectral image denoising by total variation-regularized bilinear factorization.
Signal Process., 2020
Noninteractive Lightweight Privacy-Preserving Auditing on Images in Mobile Crowdsourcing Networks.
Secur. Commun. Networks, 2020
Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix.
Pattern Recognit., 2020
Graph-regularized least squares regression for multi-view subspace clustering.
Knowl. Based Syst., 2020
Robust principal component analysis: A factorization-based approach with linear complexity.
Inf. Sci., 2020
2019
Multi-view Clustering via Simultaneously Learning Graph Regularized Low-Rank Tensor Representation and Affinity Matrix.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019
2018
Tensor Nuclear Norm-Based Low-Rank Approximation With Total Variation Regularization.
IEEE J. Sel. Top. Signal Process., 2018
Robust PCA Using Matrix Factorization for Background/Foreground Separation.
IEEE Access, 2018
Total Variation Regularized Low-Rank Tensor Approximation for Color Image Denoising.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Robust Principal Component Analysis with Matrix Factorization.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
Denoising of Hyperspectral Images Using Nonconvex Low Rank Matrix Approximation.
IEEE Trans. Geosci. Remote. Sens., 2017
Image Projection Ridge Regression for Subspace Clustering.
IEEE Signal Process. Lett., 2017
Augmented Lagrangian alternating direction method for low-rank minimization via non-convex approximation.
Signal Image Video Process., 2017
Denoising of Hyperspectral Image Using Low-Rank Matrix Factorization.
IEEE Geosci. Remote. Sens. Lett., 2017
Dynamic Magnetic Resonance Imaging via Nonconvex Low-Rank Matrix Approximation.
IEEE Access, 2017