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Low-rank quaternion matrix completion based on approximate quaternion SVD and sparse regularizer Journal article
Han, Juan, Yang, Liqiao, Kou, Kit Ian, Miao, Jifei, Liu, Lizhi. Low-rank quaternion matrix completion based on approximate quaternion SVD and sparse regularizer[J]. Applied Mathematics and Computation, 2025, 491, 129230.
Authors:  Han, Juan;  Yang, Liqiao;  Kou, Kit Ian;  Miao, Jifei;  Liu, Lizhi
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.5/3.1 | Submit date：2025/01/22
Image Completion  Low Rank  Quaternion Matrix  Quaternion Qr Decomposition  Sparse Representation  
Advancements in exponential synchronization and encryption techniques: Quaternion-Valued Artificial Neural Networks with two-sided coefficients Journal article
Li, Chenyang, Kou, Kit Ian, Zhang, Yanlin, Liu, Yang. Advancements in exponential synchronization and encryption techniques: Quaternion-Valued Artificial Neural Networks with two-sided coefficients[J]. Neural Networks, 2025, 183, 106982.
Authors:  Li, Chenyang;  Kou, Kit Ian;  Zhang, Yanlin;  Liu, Yang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date：2025/01/22
Quaternion-valued Artificial Neural Networks  Exponential Synchronization  Controllers  Encryption Of Image  Two-sided Coefficient  
Robust quaternion block orthogonal matching pursuit with its applications Journal article
Dong, Yiming, Zou, Cuiming, Xiao, Xuan, Kou, Kit Ian. Robust quaternion block orthogonal matching pursuit with its applications[J]. Digital Signal Processing: A Review Journal, 2025, 158, 104946.
Authors:  Dong, Yiming;  Zou, Cuiming;  Xiao, Xuan;  Kou, Kit Ian
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.9/2.9 | Submit date：2025/01/22
Quaternion Orthogonal Matching Pursuit  Block Sparsity  Robustness  
L2,1-norm regularized quaternion matrix completion using sparse representation and approximate QSVD Journal article
Han, Juan, Kou, Kit Ian, Miao, Jifei, Liu, Lizhi, Li, Haojiang. L2,1-norm regularized quaternion matrix completion using sparse representation and approximate QSVD[J]. Neurocomputing, 2025, 615, 128823.
Authors:  Han, Juan;  Kou, Kit Ian;  Miao, Jifei;  Liu, Lizhi;  Li, Haojiang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.5/5.5 | Submit date：2025/01/22
Iteratively Reweighted Quaternion L2,1-norm  Low Rank  Quaternion Matrix Completion  Quaternion Qatar Riyal (Qr) Decomposition  Sparse Regularization  
A neurodynamic optimization approach to distributed nonconvex optimization based on an HP augmented Lagrangian function Journal article
Guan, Huimin, Liu, Yang, Kou, Kit Ian, Gui, Weihua. A neurodynamic optimization approach to distributed nonconvex optimization based on an HP augmented Lagrangian function[J]. Neural Networks, 2025, 181.
Authors:  Guan, Huimin;  Liu, Yang;  Kou, Kit Ian;  Gui, Weihua
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:6.0/7.9 | Submit date：2025/01/22
Distributed Optimization  Hestenes–powell Augmented Lagrangian Function  Neurodynamic Optimization  Neurodynamic Systems  Nonconvex Optimization  
THE THEORY OF HARDY-SOBOLEV SPACES OVER THE UPPER HALF-PLANE Journal article
Liu, Detian, Li, Haichou, Kou, Kit Ian, Qu, Wei. THE THEORY OF HARDY-SOBOLEV SPACES OVER THE UPPER HALF-PLANE[J]. Journal of Nonlinear and Variational Analysis, 2025, 9(2), 247-262.
Authors:  Liu, Detian;  Li, Haichou;  Kou, Kit Ian;  Qu, Wei
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.5/1.6 | Submit date：2025/01/22
Hardy-sobolev Spaces  Holomorphic Fourier Transform  Paley-wiener Theorem  Reproducing Kernel  Weighted Composition Operator  
Guiding induction chemotherapy of locoregionally advanced nasopharyngeal carcinoma with ternary classification of predicted individual treatment effect Journal article
Zhiying Liang, Kit Ian Kou, Chao Luo, Shuqi Li, Yuliang Zhu, Wenjie Huang, Di Cao, Yifei Liu, Guangying Ruan, Shaobo Liang, Xi Chen, Guoyi Zhang, Lizhi Liu, Haojiang Li. Guiding induction chemotherapy of locoregionally advanced nasopharyngeal carcinoma with ternary classification of predicted individual treatment effect[J]. Radiotherapy and Oncology, 2024, 201, 110571.
Authors:  Zhiying Liang;  Kit Ian Kou;  Chao Luo;  Shuqi Li;  Yuliang Zhu; et al.
Adobe PDF | Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.9/5.4 | Submit date：2024/10/16
Nasopharyngeal Carcinoma  Induction Chemotherapy  Overall Survival  Treatment Decision-making  Predicted Individual Treatment Effect  
Momentum-Based Multi-Agent Approaches to Distributed Nonconvex Optimization Journal article
Xia, Zicong, Liu, Yang, Kou, Kit Ian, Lu, Jianquan, Gui, Weihua. Momentum-Based Multi-Agent Approaches to Distributed Nonconvex Optimization[J]. IEEE Transactions on Automatic Control, 2024.
Authors:  Xia, Zicong;  Liu, Yang;  Kou, Kit Ian;  Lu, Jianquan;  Gui, Weihua
Favorite | TC[Scopus]:0  IF:6.2/6.6 | Submit date：2025/01/13
Distributed Nonconvex Optimization  Momentum-based Optimization  Multi-agent Systems  
Quaternion optimized model with sparseness for color image recovery Journal article
Liqiao Yang, Yang Liu, Kit Ian Kou. Quaternion optimized model with sparseness for color image recovery[J]. Digital Signal Processing, 2024, 156.
Authors:  Liqiao Yang;  Yang Liu;  Kit Ian Kou
Adobe PDF | Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.9/2.9 | Submit date：2024/09/27
Image Completion  Low Rank  Quaternion Discrete Cosine Transform  Quaternion Matrix  Sparsity  Truncated Nuclear Norm  
Quaternion matrix completion using untrained quaternion convolutional neural network for color image inpainting Journal article
Miao, Jifei, Kou, Kit Ian, Yang, Ying, Yang, Liqiao, Han, Juan. Quaternion matrix completion using untrained quaternion convolutional neural network for color image inpainting[J]. Signal Processing, 2024, 221, 109504.
Authors:  Miao, Jifei;  Kou, Kit Ian;  Yang, Ying;  Yang, Liqiao;  Han, Juan
Favorite | TC[WOS]:4 TC[Scopus]:6  IF:3.4/3.8 | Submit date：2024/05/16
Color Image Inpainting  Quaternion Convolutional Neural Network (Qcnn)  Quaternion Matrix Completion