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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  
PriFairFed: A Local Differentially Private Federated Learning Algorithm for Client-Level Fairness Journal article
Hu, Chuang, Wu, Nanxi, Shi, Siping, Liu, Xuan, Luo, Bing, Wang, Ye, Jiang, Jiawei, Cheng, Dazhao, Wenhan, Wu W.. PriFairFed: A Local Differentially Private Federated Learning Algorithm for Client-Level Fairness[J]. IEEE Transactions on Mobile Computing, 2024, 1-12.
Authors:  Hu, Chuang;  Wu, Nanxi;  Shi, Siping;  Liu, Xuan;  Luo, Bing; et al.
Favorite | TC[Scopus]:0  IF:7.7/6.5 | Submit date：2024/12/26
Federated Learning  Local Differential Privacy  Performance Fairness  Tikhonov Regularization  
Robust deep fuzzy K-means clustering for image data Journal article
Wu, Xiaoling, Yu, Yu Feng, Chen, Long, Ding, Weiping, Wang, Yingxu. Robust deep fuzzy K-means clustering for image data[J]. Pattern Recognition, 2024, 153, 110504.
Authors:  Wu, Xiaoling;  Yu, Yu Feng;  Chen, Long;  Ding, Weiping;  Wang, Yingxu
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2024/05/16
Deep Convolutional Autoencoder  Laplacian Regularization  Locality Preserving  Unsupervised Image Clustering  
Soft Multiprototype Clustering Algorithm via Two-Layer Semi-NMF Journal article
Zeng, Shan, Duan, Xiangjun, Bai, Jun, Tao, Wei, Hu, Kun, Tang, Yuanyan. Soft Multiprototype Clustering Algorithm via Two-Layer Semi-NMF[J]. IEEE Transactions on Fuzzy Systems, 2024, 32(4), 1615-1629.
Authors:  Zeng, Shan;  Duan, Xiangjun;  Bai, Jun;  Tao, Wei;  Hu, Kun; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.7/9.7 | Submit date：2024/05/02
Fuzzy Clustering  Laplace Graph Regularization  Seminonnegative Matrix Factorization (Semi-nmf)  Soft Multiprototype Clustering  
Quaternion tensor train rank minimization with sparse regularization in a transformed domain for quaternion tensor completion Journal article
Miao, Jifei, Kou, Kit Ian, Yang, Liqiao, Cheng, Dong. Quaternion tensor train rank minimization with sparse regularization in a transformed domain for quaternion tensor completion[J]. Knowledge-Based Systems, 2024, 284, 111222.
Authors:  Miao, Jifei;  Kou, Kit Ian;  Yang, Liqiao;  Cheng, Dong
Favorite | TC[WOS]:4 TC[Scopus]:3  IF:7.2/7.4 | Submit date：2024/02/22
Color Image Inpainting  Color Video  Quaternion Tensor Completion  Quaternion Tensor Train Decomposition  Sparse Regularization  
A method and device for transfer learning Patent
专利类型: 发明专利Invention,
Authors:  Xingjian Li;  Hang Hua;  Chengzhong Xu;  Dejing Dou
Favorite |  | Submit date：2022/08/29
Transfer Learning  Fine-tuning  Regularization  Noise Stability  Transformer  
Improving Pretrained Language Model Fine-Tuning With Noise Stability Regularization Journal article
Hua, Hang, Li, Xingjian, Dou, Dejing, Xu, Cheng Zhong, Luo, Jiebo. Improving Pretrained Language Model Fine-Tuning With Noise Stability Regularization[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, 1-15.
Authors:  Hua, Hang;  Li, Xingjian;  Dou, Dejing;  Xu, Cheng Zhong;  Luo, Jiebo
Favorite | TC[WOS]:2 TC[Scopus]:4  IF:10.2/10.4 | Submit date：2024/02/22
Domain Generalization  Fine-tuning  In-domain Generalization  Pretrained Language Models (Plms)  Regularization  
Pairwise constraints-based semi-supervised fuzzy clustering with multi-manifold regularization Journal article
Wang,Yingxu, Chen,Long, Zhou,Jin, Li,Tianjun, Yu,Yufeng. Pairwise constraints-based semi-supervised fuzzy clustering with multi-manifold regularization[J]. Information Sciences, 2023, 638, 118994.
Authors:  Wang,Yingxu;  Chen,Long;  Zhou,Jin;  Li,Tianjun;  Yu,Yufeng
Favorite | TC[WOS]:17 TC[Scopus]:22  IF:0/0 | Submit date：2023/08/03
Ensemble P-laplacian  Multi-manifold Regularization  Pairwise Constraints  Semi-supervised Fuzzy Clustering  
Joint Label Enhancement and Label Distribution Learning Via Stacked Graph Regularization-Based Polynomial Fuzzy Broad Learning System Journal article
Jintao Huang, Chi Man Vong, Guangtai Wang, Wenbin Qian, Yimin Zhou, C. L.Philip Chen. Joint Label Enhancement and Label Distribution Learning Via Stacked Graph Regularization-Based Polynomial Fuzzy Broad Learning System[J]. IEEE Transactions on Fuzzy Systems, 2023, 31(9), 3290-3304.
Authors:  Jintao Huang;  Chi Man Vong;  Guangtai Wang;  Wenbin Qian;  Yimin Zhou; et al.
Favorite | TC[WOS]:9 TC[Scopus]:11  IF:10.7/9.7 | Submit date：2023/08/03
Broad Learning System  Classification Algorithms  Correlation  Feature Extraction  Graph Regularization  Label Ambiguity  Label Distribution Learning  Label Enhancement  Learning Systems  Task Analysis  Technological Innovation  Training  
Quaternion Scalar and Vector Norm Decomposition: Quaternion PCA for Color Face Recognition Journal article
Wankai Liu, Kit Ian Kou, Jifei Miao, Zhenfeng Cai. Quaternion Scalar and Vector Norm Decomposition: Quaternion PCA for Color Face Recognition[J]. IEEE Transactions on Image Processing, 2022, 32, 446-457.
Authors:  Wankai Liu;  Kit Ian Kou;  Jifei Miao;  Zhenfeng Cai
Favorite | TC[WOS]:9 TC[Scopus]:9  IF:10.8/12.1 | Submit date：2023/03/18
Color Face Recognition  Principal Component Analysis  Quaternion Scalar And Vector Norm Decomposition  Regularization