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Zhihui Lai 0001
Person information
- affiliation: Shenzhen University, China
Other persons with the same name
- Zhihui Lai — disambiguation page
- Zhihui Lai 0002
— Shenzhen University, Shenzhen, China - Zhihui Lai 0003
— University of Western Australia, Perth, WA, Australia
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2020 – today
- 2026
[j183]Meidan Ding, Xuechen Li, Wenting Chen
, Songhe Deng
, Linlin Shen, Zhihui Lai:
PLIMSeg: Pathology language-image matching for weakly supervised semantic segmentation of histopathology images. Biomed. Signal Process. Control. 112: 108669 (2026)
[j182]Jun Wan, Hui Xi, Yuanzhi Yao, Hang Sun, Zhihui Lai, Jie Zhou:
Interpretable facial landmark detection by multi-expert collaborative uncertainty-aware deep networks. Neural Networks 194: 108195 (2026)
[j181]Israr Hussain, Zhihui Lai
, Heng Kong, Fazil Hussain:
Multi-scale feature fusion for breast tumor grading using dual-adaptive attention mechanisms. Pattern Recognit. 169: 111838 (2026)
[j180]Ming Zhao
, Wanming Huang
, Yuwu Lu, Zhihui Lai
, Xuelong Li:
Globally localized alignment with category shifts for multisource domain adaptation. Pattern Recognit. 171: 112286 (2026)
[j179]Jie Zhou
, Xinxiang Zhang, Can Gao
, Zhihui Lai
, Witold Pedrycz:
Efficient spectral embedding representation approximation for large-scale data clustering. Pattern Recognit. 172: 112693 (2026)
[j178]Junhong Zhang
, Zhihui Lai
:
LighTwSVM: Efficient linear nonparallel classifier for millions of data. Pattern Recognit. 172: 112700 (2026)
[j177]Foping Chen, Junhong Zhang
, Zhihui Lai
, Heng Kong
:
Taylornet: Rethinking monomial-based graph neural networks with taylor expansion. Pattern Recognit. 172: 112748 (2026)- 2025
[j176]Junyang Chen, Jingcai Guo, Huan Wang, Zhihui Lai, Qin Zhang, Kaishun Wu, Liang-jie Zhang:
A Paradigm of Temporal-Weather-Aware Transition Pattern for POI Recommendation. CAAI Trans. Intell. Technol. 10(6): 1675-1687 (2025)
[j175]Xu Wu
, Xianxu Hou
, Zhihui Lai
, Jie Zhou
, Ya-nan Zhang
, Witold Pedrycz
, Linlin Shen
:
A codebook-driven approach for low-light image enhancement. Eng. Appl. Artif. Intell. 156: 111115 (2025)
[j174]Junjun Fan
, Zeqi Ma
, Jiajun Wen
, Zhihui Lai
, Wei-Cheng Xie, Wai Keung Wong:
Self-inferring incomplete multi-view clustering. IET Comput. Vis. 19(1) (2025)
[j173]Jinrong Cui, Bang Liufu
, Yulu Fu, Meihua Wang, Zhihui Lai
:
Nonlinear multi-view clustering for non-negative matrix factorization. Neural Networks 191: 107744 (2025)
[j172]Junhong Zhang
, Zhihui Lai
, Heng Kong
, Jian Yang
:
Learning the Optimal Discriminant SVM With Feature Extraction. IEEE Trans. Pattern Anal. Mach. Intell. 47(4): 2897-2911 (2025)
[j171]Jiajun Wen, Heng Kong, Zhihui Lai
, Zhijie Zhu:
Characteristic discriminative prototype network with detailed interpretation for classification. Pattern Recognit. 157: 110901 (2025)
[j170]Wai Keung Wong
, Yuwu Lu
, Junyi Wu
, Zhihui Lai
, Xuelong Li
:
Approximate geometric structure transfer for cross-domain image classification. Pattern Recognit. 159: 111105 (2025)
[j169]Ning Liu, Zhihui Lai
, Junhong Zhang, Can Gao
, Heng Kong:
Capped norm based discriminant robust regression learning. Pattern Recognit. 161: 111288 (2025)
[j168]Fu Li
, Yifan Lan, Yuwu Lu
, Wai Keung Wong
, Ming Zhao
, Zhihui Lai
, Xuelong Li
:
Separation of Unknown Features and Samples for Unbiased Source-free Open Set Domain Adaptation. Pattern Recognit. 166: 111661 (2025)
[j167]Yuwu Lu
, Huiling Fu, Zhihui Lai
, Xuelong Li
:
Class and Domain Low-rank Tensor Learning for Multi-source Domain Adaptation. Pattern Recognit. 167: 111675 (2025)
[j166]Junyang Chen
, Rui Mi
, Huan Wang
, Huisi Wu
, Jiqian Mo
, Jingcai Guo
, Zhihui Lai
, Liang-Jie Zhang
, Victor C. M. Leung
:
A Review of Few-Shot and Zero-Shot Learning for Node Classification in Social Networks. IEEE Trans. Comput. Soc. Syst. 12(4): 1927-1941 (2025)
[j165]Jiajun Wen
, Xi Chen
, Heng Kong
, Junhong Zhang
, Zhihui Lai
, Linlin Shen
:
Subspace Sequentially Iterative Leaning for Semi-Supervised SVM. IEEE Trans. Emerg. Top. Comput. Intell. 9(1): 681-694 (2025)
[j164]Yuwu Lu, Yinsheng Liu, Jiajun Wen, Yang Zhang
, Yingyi Liang, Zhihui Lai, Linlin Shen
:
READ3D-Net: Residual Autoencoder and GAN-Based 3-D Convolutional Network for Anomaly Detection. IEEE Trans. Ind. Informatics 21(12): 9412-9423 (2025)
[j163]Yuwu Lu
, Haoyu Huang
, Wai Keung Wong
, Xue Hu
, Zhihui Lai
, Xuelong Li
:
Adaptive Dispersal and Collaborative Clustering for Few-Shot Unsupervised Domain Adaptation. IEEE Trans. Image Process. 34: 4273-4285 (2025)
[j162]Yuwu Lu
, Haoyu Huang
, Xue Hu
, Zhihui Lai
:
Multiple Adaptation Network for Multi-Source and Multi-Target Domain Adaptation. IEEE Trans. Multim. 27: 5731-5745 (2025)
[j161]Jiayu Qian
, Yuwu Lu
, Wuyuan Xie
, Zhihui Lai
, Miaohui Wang
, Xuelong Li
:
CPSR-CLIP: Conditional Prompt-Induced Style Reconstruction for Zero-Shot Domain Adaptation. IEEE Trans. Multim. 27: 7714-7728 (2025)
[j160]Yuwu Lu
, Xue Hu
, Haoyu Huang
, Zhihui Lai
, Xuelong Li
:
Semantic Dual-Adversarial Network for Blended-Target Domain Adaptation. IEEE Trans. Multim. 27: 7930-7945 (2025)
[c56]Xiaoling Luo, Qihao Xu, Huisi Wu, Chengliang Liu, Zhihui Lai, Linlin Shen:
Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading. AAAI 2025: 19224-19232
[c55]Yu Fan, Zhihui Lai, Heng Kong, Tianying Feng:
Medical Image Segmentation with Auxiliary Points Prediction of Lesion Location and Boundary. ICASSP 2025: 1-5
[c54]Zhihui Lai, Xingxin Guo, Heng Kong, Israr Hussain, Xiaoling Luo:
InstCNet: A Dual-Branch Network for Enhanced Tumor Diagnosis via Joint Segmentation and Classification. ICIC (14) 2025: 313-324
[c53]Junhong Zhang, Zhihui Lai:
Joker: Joint Optimization Framework for Lightweight Kernel Machines. ICML 2025
[i23]Shihuan He, Zhihui Lai, Ruxin Wang, Heng Kong:
Prototype Contrastive Consistency Learning for Semi-Supervised Medical Image Segmentation. CoRR abs/2502.06650 (2025)
[i22]Junhong Zhang, Zhihui Lai:
Joker: Joint Optimization Framework for Lightweight Kernel Machines. CoRR abs/2505.17765 (2025)
[i21]Peng Zhang, Zhihui Lai, Heng Kong:
Semi-Supervised Dual-Threshold Contrastive Learning for Ultrasound Image Classification and Segmentation. CoRR abs/2508.02265 (2025)
[i20]Xu Wu, Zhihui Lai, Xianxu Hou, Jie Zhou, Ya-nan Zhang, Linlin Shen:
LightQANet: Quantized and Adaptive Feature Learning for Low-Light Image Enhancement. CoRR abs/2510.14753 (2025)
[i19]Peng Zhang, Zhihui Lai, Wenting Chen, Xu Wu, Heng Kong:
FaNe: Towards Fine-Grained Cross-Modal Contrast with False-Negative Reduction and Text-Conditioned Sparse Attention. CoRR abs/2511.12215 (2025)- 2024
[j159]Yufei Zhu
, Zhihui Lai
, Can Gao, Heng Kong:
Generalized robust linear discriminant analysis for jointly sparse learning. Appl. Intell. 54(19): 9508-9523 (2024)
[j158]Zhihui Lai, Xiaomei Fang, Heng Kong:
Deep semantics-preserving cross-modal hashing. Big Data Res. 38: 100494 (2024)
[j157]Xiaoling Luo, Wei Wang
, Yong Xu, Zhihui Lai
, Xiaopeng Jin, Bob Zhang
, David Zhang:
A deep convolutional neural network for diabetic retinopathy detection via mining local and long-range dependence. CAAI Trans. Intell. Technol. 9(1): 153-166 (2024)
[j156]Guangfei Liang
, Zhihui Lai
, Heng Kong:
Support vector machine with discriminative low-rank embedding. CAAI Trans. Intell. Technol. 9(5): 1249-1262 (2024)
[j155]Yujuan Ding
, Zhihui Lai
, P. Y. Mok
, Tat-Seng Chua
:
Computational Technologies for Fashion Recommendation: A Survey. ACM Comput. Surv. 56(5): 121:1-121:45 (2024)
[j154]Zhonghua Liu, Weihua Ou, Jinbo Liu, Kaibing Zhang, Zhihui Lai
, Hao Xiong:
Discriminative transfer regression for low-rank and sparse subspace learning. Eng. Appl. Artif. Intell. 133: 108445 (2024)
[j153]Zhihui Lai
, Guangfei Liang
, Jie Zhou
, Heng Kong, Yuwu Lu:
A joint learning framework for optimal feature extraction and multi-class SVM. Inf. Sci. 671: 120656 (2024)
[j152]Yufei Zhu, Jiajun Wen, Zhihui Lai
, Jie Zhou, Heng Kong
:
LPRR: Locality preserving robust regression based jointly sparse feature extraction. Inf. Sci. 680: 121128 (2024)
[j151]Zhihui Lai
, Foping Chen, Jiajun Wen:
Multi-view robust regression for feature extraction. Pattern Recognit. 149: 110219 (2024)
[j150]Weicheng Xie, Cheng Luo, Gui Wang, Linlin Shen
, Zhihui Lai
, Siyang Song
:
Network characteristics adaption and hierarchical feature exploration for robust object recognition. Pattern Recognit. 149: 110240 (2024)
[j149]Wai Keung Wong
, Yuwu Lu, Zhihui Lai
, Xuelong Li
:
Graph correlated discriminant embedding for multi-source domain adaptation. Pattern Recognit. 153: 110538 (2024)
[j148]Jun Wan
, He Liu, Yujia Wu
, Zhihui Lai
, Wenwen Min
, Jun Liu
:
Precise facial landmark detection by Dynamic Semantic Aggregation Transformer. Pattern Recognit. 156: 110827 (2024)
[j147]Haoquan Lu
, Zhihui Lai
, Junhong Zhang
, Zhuozhen Yu
, Jiajun Wen
:
GOAL: Generalized Jointly Sparse Linear Discriminant Regression for Feature Extraction. IEEE Trans. Artif. Intell. 5(10): 4959-4971 (2024)
[j146]Xu Wu
, Zhihui Lai
, Shiqi Yu
, Jie Zhou
, Zhuoqian Liang
, Linlin Shen
:
Coarse-to-Fine Low-Light Image Enhancement With Light Restoration and Color Refinement. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 591-603 (2024)
[j145]Weilin Huang, Zhihui Lai
, Heng Kong, Junhong Zhang
:
Joint Sparse Locality Preserving Regression for Discriminative Learning. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 790-801 (2024)
[j144]Yuting Zhou
, Can Gao
, Jie Zhou
, Weiping Ding
, Linlin Shen
, Zhihui Lai
:
OCI-SSL: Open Class-Imbalanced Semi-Supervised Learning With Contrastive Learning. IEEE Trans. Emerg. Top. Comput. Intell. 8(6): 3779-3792 (2024)
[j143]Yuwu Lu
, Wai Keung Wong
, Chun Yuan
, Zhihui Lai
, Xuelong Li
:
Low-Rank Correlation Learning for Unsupervised Domain Adaptation. IEEE Trans. Multim. 26: 4153-4167 (2024)
[j142]Yuwu Lu
, Haoyu Huang
, Biqing Zeng
, Zhihui Lai
, Xuelong Li
:
Multi-Source and Multi-Target Domain Adaptation Based on Dynamic Generator with Attention. IEEE Trans. Multim. 26: 6891-6905 (2024)
[j141]Wai Keung Wong
, Dewei Lin, Yuwu Lu
, Jiajun Wen
, Zhihui Lai
, Xuelong Li
:
Correlation-Guided Distribution and Geometry Alignments for Heterogeneous Domain Adaptation. IEEE Trans. Multim. 26: 10741-10754 (2024)
[j140]Jie Zhou
, Can Gao
, Xizhao Wang
, Zhihui Lai
, Jun Wan
, Xiaodong Yue
:
Typicality-Aware Adaptive Similarity Matrix for Unsupervised Learning. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10776-10790 (2024)
[c52]Shihuan He
, Zhihui Lai, Heng Kong:
Low-confidence Heterogeneous Pixel-Prototype Contrastive Learning for Semi-supervised Medical Image Segmentation. BIBM 2024: 1497-1502
[c51]Yuanfei Xu, Zhihui Lai, Tao Wang, Shihuan He
, Cairong Zhao, Heng Kong:
BF-UNet: Bi-level Routing Attention U-shaped Network Based on Explicit Visual Prompt. ICPR (5) 2024: 224-238
[c50]Ziqing Deng
, Zhihui Lai
, Yujuan Ding
, Heng Kong
, Xu Wu
:
Deep Scaling Factor Quantization Network for Large-scale Image Retrieval. ICMR 2024: 851-859
[i18]Junhong Zhang, Zhihui Lai
, Jie Zhou, Guangfei Liang:
NPSVC++: Nonparallel Classifiers Encounter Representation Learning. CoRR abs/2402.06010 (2024)
[i17]Xu Wu, Xianxu Hou, Zhihui Lai
, Jie Zhou, Ya-nan Zhang, Witold Pedrycz, Linlin Shen:
CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement. CoRR abs/2404.05253 (2024)
[i16]Xu Wu, Zhihui Lai, Jie Zhou, Can Gao, Xianxu Hou, Ya-nan Zhang, Linlin Shen:
Low-Light Enhancement Effect on Classification and Detection: An Empirical Study. CoRR abs/2409.14461 (2024)
[i15]Jun Wan, He Liu, Yujia Wu, Zhihui Lai, Wenwen Min, Jun Liu:
Precise Facial Landmark Detection by Dynamic Semantic Aggregation Transformer. CoRR abs/2412.00740 (2024)- 2023
[j139]Zhonghua Liu, Fa Zhu
, Kaibing Zhang, Zhihui Lai
, Hua Huo:
Manifold transfer subspace learning based on double relaxed discriminative regression. Artif. Intell. Rev. 56(S1): 959-981 (2023)
[j138]Ya-Nan Zhang
, Linlin Shen
, Zhihui Lai
:
Adaptive weighted rain streaks model-driven deep network for single image deraining. Expert Syst. Appl. 222: 119807 (2023)
[j137]Zheng Zhang, Jun Wan, Mingyang Zhou, Zhihui Lai
, Claudio J. Tessone, Guoliang Chen, Hao Liao:
Temporal burstiness and collaborative camouflage aware fraud detection. Inf. Process. Manag. 60(2): 103170 (2023)
[j136]Zhonghua Liu, Zhihui Lai
, Weihua Ou, Kaibing Zhang, Hua Huo:
Discriminative sparse least square regression for semi-supervised learning. Inf. Sci. 636: 118903 (2023)
[j135]Zhihui Lai
, Yiling Lin, Jiacan Zheng
, Jie Zhou
, Heng Kong:
Generalized multiview regression for feature extraction. Inf. Sci. 648: 119570 (2023)
[j134]Yating Huang, Xuechen Li, Siting Zheng, Zhongliang Li, Sihan Li, Linlin Shen
, Changen Zhou, Zhihui Lai
:
Tongue size and shape classification fusing segmentation features for traditional Chinese medicine diagnosis. Neural Comput. Appl. 35(10): 7581-7594 (2023)
[j133]Jiajun Wen, Hong-Lin Chu, Zhihui Lai
, Tianyang Xu
, Linlin Shen:
Enhanced robust spatial feature selection and correlation filter learning for UAV tracking. Neural Networks 161: 39-54 (2023)
[j132]Yuwu Lu, Xingping Luo, Jiajun Wen, Zhihui Lai
, Xuelong Li:
Cross-domain structure learning for visual data recognition. Pattern Recognit. 134: 109127 (2023)
[j131]Yiling Lin, Zhihui Lai
, Jie Zhou, Jiajun Wen, Heng Kong:
Multiview Jointly Sparse Discriminant Common Subspace Learning. Pattern Recognit. 138: 109342 (2023)
[j130]Dongmei Mo
, Zhihui Lai
, Jie Zhou, Qinghua Hu:
Scatter matrix decomposition for jointly sparse learning. Pattern Recognit. 140: 109485 (2023)
[j129]Meidan Ding
, Aiping Qu
, Haiqin Zhong, Zhihui Lai
, Shuomin Xiao, Penghui He:
An enhanced vision transformer with wavelet position embedding for histopathological image classification. Pattern Recognit. 140: 109532 (2023)
[j128]Junjun Fan, Jiajun Wen, Zhihui Lai
:
Myoelectric Pattern Recognition Using Gramian Angular Field and Convolutional Neural Networks for Muscle-Computer Interface. Sensors 23(5): 2715 (2023)
[j127]Honghao Xu, Zhihui Lai
, Heng Kong:
Jointly sparse fast hashing with orthogonal learning for large-scale image retrieval. Signal Process. Image Commun. 119: 117062 (2023)
[j126]Feng Liu
, Wenfeng Zeng
, Wentian Zhang
, Lei Wang
, Jun Cheng
, Zhihui Lai
:
Multi-Layered Minutiae Extraction Based on Fusion-Attention for OCT Fingerprints. IEEE Trans. Biom. Behav. Identity Sci. 5(2): 221-232 (2023)
[j125]Jun Wan
, Hui Xi, Jie Zhou
, Zhihui Lai
, Witold Pedrycz
, Xu Wang
, Hang Sun
:
Robust and Precise Facial Landmark Detection by Self-Calibrated Pose Attention Network. IEEE Trans. Cybern. 53(6): 3546-3560 (2023)
[j124]Junhong Zhang
, Zhihui Lai
, Heng Kong, Linlin Shen
:
Robust Twin Bounded Support Vector Classifier With Manifold Regularization. IEEE Trans. Cybern. 53(8): 5135-5150 (2023)
[j123]Zhihui Lai
, Xi Chen, Junhong Zhang
, Heng Kong, Jiajun Wen:
Maximal Margin Support Vector Machine for Feature Representation and Classification. IEEE Trans. Cybern. 53(10): 6700-6713 (2023)
[j122]Can Gao
, Yangbo Wang
, Jie Zhou
, Weiping Ding
, Linlin Shen
, Zhihui Lai
:
Possibilistic Neighborhood Graph: A New Concept of Similarity Graph Learning. IEEE Trans. Emerg. Top. Comput. Intell. 7(6): 1636-1650 (2023)
[j121]Jun Wan
, Jun Liu
, Jie Zhou
, Zhihui Lai
, Linlin Shen
, Hang Sun
, Ping Xiong, Wenwen Min
:
Precise Facial Landmark Detection by Reference Heatmap Transformer. IEEE Trans. Image Process. 32: 1966-1977 (2023)
[j120]Yuwu Lu
, Wai Keung Wong
, Biqing Zeng, Zhihui Lai
, Xuelong Li
:
Guided Discrimination and Correlation Subspace Learning for Domain Adaptation. IEEE Trans. Image Process. 32: 2017-2032 (2023)
[j119]Jie Zhou
, Witold Pedrycz
, Jun Wan
, Can Gao
, Zhihui Lai
, Xiaodong Yue
:
Low-Rank Linear Embedding for Robust Clustering. IEEE Trans. Knowl. Data Eng. 35(5): 5060-5075 (2023)
[c49]Wenya Lu, Zhibin Peng, Cheng Luo, Weicheng Xie, Jiajun Wen, Zhihui Lai
, Linlin Shen:
Multi Task-Based Facial Expression Synthesis with Supervision Learning and Feature Disentanglement of Image Style. ICIP 2023: 1005-1009
[c48]Ye Wang
, Junyang Chen
, Mengzhu Wang, Hao Li
, Wei Wang, Houcheng Su, Zhihui Lai
, Wei Wang, Zhenghan Chen
:
A Closer Look at Classifier in Adversarial Domain Generalization. ACM Multimedia 2023: 280-289
[c47]Yudi Zhang, Wenting Chen
, Xuechen Li, Linlin Shen, Zhihui Lai
, Heng Kong:
Adversarial Keyword Extraction and Semantic-Spatial Feature Aggregation for Clinical Report Guided Thyroid Nodule Segmentation. PRCV (13) 2023: 235-247
[c46]Longkun Zhang, Jiajun Wen, Zichen Dai, Rouyi Zhou, Zhihui Lai
:
CATrack: Convolution and Attention Feature Fusion for Visual Object Tracking. PRCV (9) 2023: 469-480
[i14]Jun Wan, Jun Liu, Jie Zhou, Zhihui Lai
, Linlin Shen, Hang Sun, Ping Xiong, Wenwen Min:
Precise Facial Landmark Detection by Reference Heatmap Transformer. CoRR abs/2303.07840 (2023)
[i13]Yujuan Ding, Zhihui Lai
, P. Y. Mok, Tat-Seng Chua:
Computational Technologies for Fashion Recommendation: A Survey. CoRR abs/2306.03395 (2023)- 2022
[j118]Xi Chen
, Zhihui Lai
:
Jointly sparse least square support vector machine. Comput. Electr. Eng. 101: 108078 (2022)
[j117]Zhangjing Yang, Xinxin Wu, Pu Huang, Fanlong Zhang, Minghua Wan, Zhihui Lai
:
Orthogonal autoencoder regression for image classification. Inf. Sci. 618: 400-416 (2022)
[j116]Zou Yang, Xiongkai Shao, Jun Wan
, Rong Gao, Zhihui Lai
:
Mixed attention hourglass network for robust face alignment. Int. J. Mach. Learn. Cybern. 13(4): 869-881 (2022)
[j115]Can Gao
, Yong Li, Jie Zhou
, Witold Pedrycz, Zhihui Lai
, Jun Wan, Jianglin Lu:
Global structure-guided neighborhood preserving embedding for dimensionality reduction. Int. J. Mach. Learn. Cybern. 13(7): 2013-2032 (2022)
[j114]Jiajun Wen, Wai Keung Wong
, Xiao-Li Hu
, Hong-Lin Chu, Zhihui Lai
:
Restricted subgradient descend method for sparse signal learning. Int. J. Mach. Learn. Cybern. 13(9): 2691-2709 (2022)
[j113]Zhihao Jin, Xuechen Li, Yudi Zhang, LinLin Shen
, Zhihui Lai
, Heng Kong:
Boundary regression-based reep neural network for thyroid nodule segmentation in ultrasound images. Neural Comput. Appl. 34(24): 22357-22366 (2022)
[j112]Xianxu Hou, Xiaokang Zhang
, Hanbang Liang, Linlin Shen
, Zhihui Lai, Jun Wan
:
GuidedStyle: Attribute knowledge guided style manipulation for semantic face editing. Neural Networks 145: 209-220 (2022)
[j111]Xing Jin, Zhihui Lai
, Wenyun Sun, Zhong Jin:
Facial Expression Recognition Based on Depth Fusion and Discriminative Association Learning. Neural Process. Lett. 54(3): 2025-2047 (2022)
[j110]Xiangxi Xu, Zhihui Lai
, Yudong Chen
:
Relaxed Locality Preserving Supervised Discrete Hashing. IEEE Trans. Big Data 8(4): 1118-1128 (2022)
[j109]Jie Zhou
, Witold Pedrycz
, Can Gao
, Zhihui Lai
, Jun Wan, Zhong Ming
:
Robust Jointly Sparse Fuzzy Clustering With Neighborhood Structure Preservation. IEEE Trans. Fuzzy Syst. 30(4): 1073-1087 (2022)
[j108]Yuwu Lu
, Qi Zhu
, Bob Zhang
, Zhihui Lai
, Xuelong Li
:
Weighted Correlation Embedding Learning for Domain Adaptation. IEEE Trans. Image Process. 31: 5303-5316 (2022)
[j107]Yuwu Lu
, Wenjing Wang, Biqing Zeng, Zhihui Lai
, Linlin Shen
, Xuelong Li
:
Canonical Correlation Analysis With Low-Rank Learning for Image Representation. IEEE Trans. Image Process. 31: 7048-7062 (2022)
[j106]Yuwu Lu
, Desheng Li
, Wenjing Wang, Zhihui Lai
, Jie Zhou
, Xuelong Li
:
Discriminative Invariant Alignment for Unsupervised Domain Adaptation. IEEE Trans. Multim. 24: 1871-1882 (2022)
[j105]Jianglin Lu
, Zhihui Lai
, Hailing Wang, Yudong Chen, Jie Zhou
, Linlin Shen
:
Generalized Embedding Regression: A Framework for Supervised Feature Extraction. IEEE Trans. Neural Networks Learn. Syst. 33(1): 185-199 (2022)
[j104]Jun Wan
, Zhihui Lai
, Jing Li
, Jie Zhou
, Can Gao
:
Robust Facial Landmark Detection by Multiorder Multiconstraint Deep Networks. IEEE Trans. Neural Networks Learn. Syst. 33(5): 2181-2194 (2022)
[c45]Shuo Liu, Zhihui Lai
, Heng Kong, Linlin Shen:
Dual Fusion Mass Detector for Mammogram Mass Detection. CBMS 2022: 149-154
[c44]Yanjiao Zhao, Zhihui Lai
, Linlin Shen, Heng Kong:
Breast Lesions Segmentation using Dual-level UNet (DL-UNet). CBMS 2022: 339-344
[c43]Tao Wang, Jianglin Lu, Zhihui Lai, Jiajun Wen, Heng Kong:
Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation. IJCAI 2022: 1444-1450
[c42]Xingping Luo, Yuwu Lu, Jiajun Wen, Zhihui Lai
:
Correlated Matching and Structure Learning for Unsupervised Domain Adaptation. PRCV (1) 2022: 67-80
[e1]Linlin Shen, Alejandro Rodríguez González, KC Santosh, Zhihui Lai, Rosa Sicilia, João Rafael Almeida, Bridget Kane:
35th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2022, Shenzen, China, July 21-23, 2022. IEEE 2022, ISBN 978-1-6654-6770-4 [contents]
[i12]Jianglin Lu, Jie Zhou, Yudong Chen, Witold Pedrycz, Zhihui Lai, Kwok-Wai Hung:
Asymmetric Transfer Hashing with Adaptive Bipartite Graph Learning. CoRR abs/2206.12592 (2022)- 2021
[j103]Zhonghua Liu, Yue Lu, Zhihui Lai
, Weihua Ou, Kaibing Zhang:
Robust sparse low-rank embedding for image dimension reduction. Appl. Soft Comput. 113(Part): 107907 (2021)
[j102]Jie Zhou, Witold Pedrycz, Can Gao
, Zhihui Lai
, Xiaodong Yue:
Principles for constructing three-way approximations of fuzzy sets: A comparative evaluation based on unsupervised learning. Fuzzy Sets Syst. 413: 74-98 (2021)
[j101]Jianglin Lu
, Jingxu Lin, Zhihui Lai
, Hailing Wang, Jie Zhou:
Target redirected regression with dynamic neighborhood structure. Inf. Sci. 544: 564-584 (2021)
[j100]Jianjun Qian, Shumin Zhu, Wai Keung Wong, Hengmin Zhang
, Zhihui Lai
, Jian Yang:
Dual robust regression for pattern classification. Inf. Sci. 546: 1014-1029 (2021)
[j99]Jiaqi Bao, Zhihui Lai
, Xuechen Li:
Relaxed local preserving regression for image feature extraction. Multim. Tools Appl. 80(3): 3729-3748 (2021)
[j98]Jun Wan
, Zhihui Lai
, Linlin Shen, Jie Zhou, Can Gao
, Gang Xiao, Xianxu Hou:
Robust facial landmark detection by cross-order cross-semantic deep network. Neural Networks 136: 233-243 (2021)
[j97]Jie Zhou, Witold Pedrycz, Xiaodong Yue, Can Gao
, Zhihui Lai
, Jun Wan:
Projected fuzzy C-means clustering with locality preservation. Pattern Recognit. 113: 107748 (2021)
[j96]Jianglin Lu
, Hailing Wang, Jie Zhou, Yudong Chen, Zhihui Lai
, Qinghua Hu
:
Low-rank adaptive graph embedding for unsupervised feature extraction. Pattern Recognit. 113: 107758 (2021)
[j95]Zhihui Lai
, Zhuozhen Yu, Heng Kong, Linlin Shen:
Two-dimensional jointly sparse robust discriminant regression. Signal Process. Image Commun. 98: 116391 (2021)
[j94]Dongmei Mo
, Wai Keung Wong
, Zhihui Lai
, Jie Zhou
:
Weighted Double-Low-Rank Decomposition With Application to Fabric Defect Detection. IEEE Trans Autom. Sci. Eng. 18(3): 1170-1190 (2021)
[j93]Ning Liu
, Zhihui Lai
, Xuechen Li, Yudong Chen
, Dongmei Mo
, Heng Kong, Linlin Shen
:
Locality Preserving Robust Regression for Jointly Sparse Subspace Learning. IEEE Trans. Circuits Syst. Video Technol. 31(6): 2274-2287 (2021)
[j92]Jun Wan
, Zhihui Lai
, Jun Liu
, Jie Zhou
, Can Gao
:
Robust Face Alignment by Multi-Order High-Precision Hourglass Network. IEEE Trans. Image Process. 30: 121-133 (2021)
[j91]Qiufu Li
, Linlin Shen
, Sheng Guo
, Zhihui Lai
:
WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification. IEEE Trans. Image Process. 30: 7074-7089 (2021)
[j90]Xing Jin
, Zhihui Lai
, Zhong Jin
:
Learning Dynamic Relationships for Facial Expression Recognition Based on Graph Convolutional Network. IEEE Trans. Image Process. 30: 7143-7155 (2021)
[j89]Cairong Zhao
, Yuanpeng Tu, Zhihui Lai
, Fumin Shen
, Heng Tao Shen
, Duoqian Miao
:
Salience-Guided Iterative Asymmetric Mutual Hashing for Fast Person Re-Identification. IEEE Trans. Image Process. 30: 7776-7789 (2021)
[j88]Yuwu Lu
, Wenjing Wang, Chun Yuan
, Xuelong Li
, Zhihui Lai
:
Manifold Transfer Learning via Discriminant Regression Analysis. IEEE Trans. Multim. 23: 2056-2070 (2021)
[c41]Jiacan Zheng, Zhihui Lai
, Jianglin Lu, Jie Zhou:
Low-Rank Correlation Analysis for Discriminative Subspace Learning. ACPR (2) 2021: 87-100
[c40]Tao Wang, Zhihui Lai
, Heng Kong:
TFNet: Transformer Fusion Network for Ultrasound Image Segmentation. ACPR (1) 2021: 314-325
[c39]Chuangquan Lin, Zhihui Lai
, Jianglin Lu, Jie Zhou:
Fast Deep Asymmetric Hashing for Image Retrieval. ACPR (2) 2021: 411-420
[c38]Zirong Liu, Zhihui Lai
, Can Gao:
Multi-scale Defective Samples Synthesis for Surface Defect Detection. CCIS 2021: 224-229
[c37]Liying Lin, Haozhe Liu, Wentian Zhang, Feng Liu
, Zhihui Lai
:
Finger Vein Verification using Intrinsic and Extrinsic Features. IJCB 2021: 1-7
[c36]Jinheng Xie, Jun Wan, Linlin Shen, Zhihui Lai:
Think About Boundary: Fusing Multi-level Boundary Information for Landmark Heatmap Regression. IJCNN 2021: 1-8
[c35]Yangbo Wang, Can Gao, Jie Zhou, Zhihui Lai
:
Local Learning Joint with the Adaptive Graph for Subspace Representation. ISKE 2021: 207-214
[i11]Qiufu Li, Linlin Shen, Sheng Guo, Zhihui Lai:
WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification. CoRR abs/2107.13335 (2021)
[i10]Jun Wan, Hui Xi, Jie Zhou, Zhihui Lai, Witold Pedrycz, Xu Wang, Hang Sun:
Robust and Precise Facial Landmark Detection by Self-Calibrated Pose Attention Network. CoRR abs/2112.12328 (2021)- 2020
[b1]Haitao Zhao, Zhihui Lai, Henry Leung, Xianyi Zhang:
Feature Learning and Understanding - Algorithms and Applications. Information Fusion and Data Science, Springer 2020, ISBN 978-3-030-40793-3, pp. 1-275
[j87]Guowei Yang
, Shaohua Qi, Teng Yu
, Minghua Wan, Zhangjing Yang
, Tianming Zhan, Fanlong Zhang, Zhihui Lai
:
SVDTWDD Method for High Correct Recognition Rate Classifier With Appropriate Rejection Recognition Regions. IEEE Access 8: 47914-47924 (2020)
[j86]Yujuan Ding, Wai Keung Wong
, Zhihui Lai
, Zheng Zhang
:
Discriminative dual-stream deep hashing for large-scale image retrieval. Inf. Process. Manag. 57(6): 102288 (2020)
[j85]Jie Zhou, Zhihui Lai, Duoqian Miao, Can Gao
, Xiaodong Yue:
Multigranulation rough-fuzzy clustering based on shadowed sets. Inf. Sci. 507: 553-573 (2020)
[j84]Hao Zheng, Ruili Wang, Wanting Ji, Ming Zong, Wai Keung Wong
, Zhihui Lai
, Hexin Lv:
Discriminative deep multi-task learning for facial expression recognition. Inf. Sci. 533: 60-71 (2020)
[j83]Zhihui Lai
, Jiaqi Bao, Heng Kong, Minghua Wan, Guowei Yang:
Discriminative low-rank projection for robust subspace learning. Int. J. Mach. Learn. Cybern. 11(10): 2247-2260 (2020)
[j82]Jun Wan
, Jing Li
, Zhihui Lai
, Bo Du, Lefei Zhang:
Robust face alignment by cascaded regression and de-occlusion. Neural Networks 123: 261-272 (2020)
[j81]Yuwu Lu, Zhihui Lai
, Wai Keung Wong
, Xuelong Li:
Low-rank discriminative regression learning for image classification. Neural Networks 125: 245-257 (2020)
[j80]Jianjun Qian, Jian Yang, Yong Xu, Jin Xie, Zhihui Lai
, Bob Zhang
:
Image decomposition based matrix regression with applications to robust face recognition. Pattern Recognit. 102: 107204 (2020)
[j79]Zhonghua Liu, Zhihui Lai
, Weihua Ou, Kaibing Zhang, Ruijuan Zheng:
Structured optimal graph based sparse feature extraction for semi-supervised learning. Signal Process. 170: 107456 (2020)
[j78]Jie Wen
, Zuofeng Zhong
, Zheng Zhang
, Lunke Fei
, Zhihui Lai
, Runze Chen:
Adaptive Locality Preserving Regression. IEEE Trans. Circuits Syst. Video Technol. 30(1): 75-88 (2020)
[j77]Yujuan Ding
, Wai Keung Wong
, Zhihui Lai
, Zheng Zhang
:
Bilinear Supervised Hashing Based on 2D Image Features. IEEE Trans. Circuits Syst. Video Technol. 30(2): 590-602 (2020)
[j76]Yuwu Lu
, Wai Keung Wong
, Zhihui Lai
, Xuelong Li
:
Robust Flexible Preserving Embedding. IEEE Trans. Cybern. 50(10): 4495-4507 (2020)
[j75]Yujuan Ding
, Wai Keung Wong
, Zhihui Lai
, Yudong Chen
:
Study on 2D Feature-Based Hash Learning. IEEE Trans. Multim. 22(5): 1298-1309 (2020)
[j74]Dongmei Mo
, Zhihui Lai
, Xizhao Wang
, Wai-Keung Wong
:
Jointly Sparse Locality Regression for Image Feature Extraction. IEEE Trans. Multim. 22(11): 2873-2888 (2020)
[c34]Qiufu Li, Linlin Shen, Sheng Guo, Zhihui Lai:
Wavelet Integrated CNNs for Noise-Robust Image Classification. CVPR 2020: 7243-7252
[c33]Zhuozhen Yu, Zhihui Lai
, Yusheng Lai:
Multilinear Jointly Sparse Robust Discriminant Regression. ICCPR 2020: 231-237
[c32]Yating Huang, Zhihui Lai
, Wenjing Wang:
TU-Net: A Precise Network for Tongue Segmentation. ICCPR 2020: 244-249
[c31]Jianglin Lu, Zhihui Lai
, Jingxu Lin, Qinghong Lin, Jie Zhou:
Label Self-Adaption Hashing for Image Retrieval. ICPR 2020: 2256-2263
[c30]Wenjing Wang, Yuwu Lu, Zhihui Lai
:
Canonical Correlation Discriminative Learning for Domain Adaptation. PPSN (1) 2020: 567-580
[c29]Haosheng Su, Zhihui Lai
, Ning Liu, Jun Wan:
Nuclear-Norm-Based Jointly Sparse Regression for Two-Dimensional Image Regression. PRCV (3) 2020: 355-368
[i9]Qiufu Li, Linlin Shen, Sheng Guo, Zhihui Lai:
Wavelet Integrated CNNs for Noise-Robust Image Classification. CoRR abs/2005.03337 (2020)
[i8]Jinheng Xie, Jun Wan, Linlin Shen, Zhihui Lai:
Think about boundary: Fusing multi-level boundary information for landmark heatmap regression. CoRR abs/2008.10924 (2020)
[i7]Jun Wan, Zhihui Lai, Jun Liu, Jie Zhou, Can Gao:
Robust Face Alignment by Multi-order High-precision Hourglass Network. CoRR abs/2010.08722 (2020)
[i6]Jun Wan, Zhihui Lai, Linlin Shen, Jie Zhou, Can Gao, Gang Xiao, Xianxu Hou:
Robust Facial Landmark Detection by Cross-order Cross-semantic Deep Network. CoRR abs/2011.07777 (2020)
[i5]Jun Wan, Zhihui Lai, Jing Li, Jie Zhou, Can Gao:
Robust Facial Landmark Detection by Multi-order Multi-constraint Deep Networks. CoRR abs/2012.04927 (2020)
[i4]Xianxu Hou, Xiaokang Zhang, Linlin Shen, Zhihui Lai, Jun Wan:
GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing. CoRR abs/2012.11856 (2020)
2010 – 2019
- 2019
[j73]Zhihui Lai
, Ning Liu, Linlin Shen, Heng Kong:
Robust Locally Discriminant Analysis via Capped Norm. IEEE Access 7: 4641-4652 (2019)
[j72]Can Gao
, Zhihui Lai
, Jie Zhou, Jiajun Wen, Wai Keung Wong
:
Granular maximum decision entropy-based monotonic uncertainty measure for attribute reduction. Int. J. Approx. Reason. 104: 9-24 (2019)
[j71]Jie Zhou, Can Gao
, Witold Pedrycz, Zhihui Lai
, Xiaodong Yue:
Constrained shadowed sets and fast optimization algorithm. Int. J. Intell. Syst. 34(10): 2655-2675 (2019)
[j70]Andong Wang
, Zhihui Lai
, Zhong Jin
:
Noisy low-tubal-rank tensor completion. Neurocomputing 330: 267-279 (2019)
[j69]Jie Zhou, Duoqian Miao, Can Gao
, Zhihui Lai
, Xiaodong Yue:
Constrained three-way approximations of fuzzy sets: From the perspective of minimal distance. Inf. Sci. 502: 247-267 (2019)
[j68]Minghua Wan, Zhihui Lai
, Zhong Ming, Guowei Yang:
An improve face representation and recognition method based on graph regularized non-negative matrix factorization. Multim. Tools Appl. 78(15): 22109-22126 (2019)
[j67]Haitao Zhao, Zhihui Lai
:
Neighborhood preserving neural network for fault detection. Neural Networks 109: 6-18 (2019)
[j66]Jian-Xun Mi, Ya-Nan Zhang, Zhihui Lai
, Weisheng Li, Lifang Zhou, Fujin Zhong:
Principal Component Analysis based on Nuclear norm Minimization. Neural Networks 118: 1-16 (2019)
[j65]Haitao Zhao, Zhihui Lai
, Yudong Chen:
Global-and-local-structure-based neural network for fault detection. Neural Networks 118: 43-53 (2019)
[j64]Xianye Ben, Peng Zhang, Zhihui Lai
, Rui Yan, Xinliang Zhai, Weixiao Meng:
A general tensor representation framework for cross-view gait recognition. Pattern Recognit. 90: 87-98 (2019)
[j63]Xiao-Li Hu
, Jiajun Wen
, Zhihui Lai
, Wai Keung Wong
, Linlin Shen
:
Binary sparse signal recovery algorithms based on logic observation. Pattern Recognit. 90: 147-160 (2019)
[j62]Dongmei Mo
, Zhihui Lai
:
Robust Jointly Sparse Regression with Generalized Orthogonal Learning for Image Feature Selection. Pattern Recognit. 93: 164-178 (2019)
[j61]Zhihui Lai
, Dongmei Mo
, Jiajun Wen, Linlin Shen
, Wai Keung Wong
:
Generalized Robust Regression for Jointly Sparse Subspace Learning. IEEE Trans. Circuits Syst. Video Technol. 29(3): 756-772 (2019)
[j60]Yuwu Lu
, Chun Yuan
, Zhihui Lai
, Xuelong Li
, David Zhang
, Wai Keung Wong
:
Horizontal and Vertical Nuclear Norm-Based 2DLDA for Image Representation. IEEE Trans. Circuits Syst. Video Technol. 29(4): 941-955 (2019)
[j59]Yuwu Lu
, Chun Yuan
, Xuelong Li
, Zhihui Lai
, David Zhang
, Linlin Shen
:
Structurally Incoherent Low-Rank 2DLPP for Image Classification. IEEE Trans. Circuits Syst. Video Technol. 29(6): 1701-1714 (2019)
[j58]Yuwu Lu
, Zhihui Lai
, Xuelong Li
, Wai Keung Wong
, Chun Yuan
, David Zhang
:
Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation. IEEE Trans. Cybern. 49(5): 1859-1872 (2019)
[j57]Zheng Zhang
, Zhihui Lai
, Zi Huang
, Wai Keung Wong
, Guo-Sen Xie
, Li Liu, Ling Shao
:
Scalable Supervised Asymmetric Hashing With Semantic and Latent Factor Embedding. IEEE Trans. Image Process. 28(10): 4803-4818 (2019)
[j56]Dongmei Mo
, Zhihui Lai
, Wai-Keung Wong
:
Locally Joint Sparse Marginal Embedding for Feature Extraction. IEEE Trans. Multim. 21(12): 3038-3052 (2019)
[c28]Jingtian Xia, Yan Tang, Xi Jia, Linlin Shen, Zhihui Lai:
Latent Spatial Features Based on Generative Adversarial Networks for Face Anti-spoofing. CCBR 2019: 240-249
[c27]Andong Wang
, Xulin Song, Xiyin Wu, Zhihui Lai
, Zhong Jin:
Latent Schatten TT Norm for Tensor Completion. ICASSP 2019: 2922-2926
[c26]Andong Wang
, Xulin Song, Xiyin Wu, Zhihui Lai
, Zhong Jin:
Generalized Dantzig Selector for Low-tubal-rank Tensor Recovery. ICASSP 2019: 3427-3431
[c25]Andong Wang
, Xulin Song, Xiyin Wu, Zhihui Lai
, Zhong Jin:
Robust Low-tubal-rank Tensor Completion. ICASSP 2019: 3432-3436
[c24]Yudong Chen, Zhihui Lai
, Yujuan Ding, Kaiyi Lin, Wai Keung Wong
:
Deep Supervised Hashing With Anchor Graph. ICCV 2019: 9795-9803
[c23]Wenting Chen
, Linlin Shen, Zhihui Lai:
Introspective Gan for Meshface Recognition. ICIP 2019: 3472-3476
[c22]Hui Li, Meng Yang, Zhihui Lai, Weishi Zheng, Zitong Yu:
Pedestrian re-Identification Based on Tree Branch Network with Local and Global Learning. ICME 2019: 694-699
[c21]Hong-Lin Chu, Jiajun Wen, Zhihui Lai
:
Robust Object Tracking Based on Multi-granularity Sparse Representation. IScIDE (1) 2019: 142-154
[c20]Jiaqi Bao, Jianglin Lu, Zhihui Lai
, Ning Liu, Yuwu Lu:
Robust Embedding Regression for Face Recognition. PRCV (2) 2019: 102-113
[i3]Jie Wen, Zuofeng Zhong, Zheng Zhang, Lunke Fei, Zhihui Lai, Runze Chen:
Adaptive Locality Preserving Regression. CoRR abs/1901.00563 (2019)
[i2]Yujuan Ding, Wai Keung Wong, Zhihui Lai, Zheng Zhang:
Bilinear Supervised Hashing Based on 2D Image Features. CoRR abs/1901.01474 (2019)
[i1]Hui Li, Meng Yang, Zhihui Lai, Weishi Zheng, Zitong Yu:
Pedestrian re-identification based on Tree branch network with local and global learning. CoRR abs/1904.00355 (2019)- 2018
[j55]Jie Zhou
, Zhihui Lai, Can Gao
, Xiaodong Yue, Wai Keung Wong
:
Rough-Fuzzy Clustering Based on Two-Stage Three-Way Approximations. IEEE Access 6: 27541-27554 (2018)
[j54]Yan Cui, Jielin Jiang, Zhihui Lai, Wai Keung Wong
, Zuojin Hu:
An integrated optimisation algorithm for feature extraction, dictionary learning and classification. Neurocomputing 275: 2740-2751 (2018)
[j53]Xiaoshuang Shi
, Feiping Nie
, Zhihui Lai, Zhenhua Guo:
Robust principal component analysis via optimal mean by joint ℓ2, 1 and Schatten p-norms minimization. Neurocomputing 283: 205-213 (2018)
[j52]Zhihui Lai, Yudong Chen, Dongmei Mo
, Jiajun Wen
, Heng Kong:
Robust jointly sparse embedding for dimensionality reduction. Neurocomputing 314: 30-38 (2018)
[j51]Yudong Chen, Zhihui Lai, Jiajun Wen, Can Gao
:
Nuclear norm based two-dimensional sparse principal component analysis. Int. J. Wavelets Multiresolution Inf. Process. 16(2): 1840002:1-1840002:16 (2018)
[j50]Dongmei Mo
, Zhihui Lai, Yuyang Meng:
Robust jointly sparse regression and its applications. J. Ambient Intell. Humaniz. Comput. 9(6): 1797-1807 (2018)
[j49]Can Gao
, Zhihui Lai, Jie Zhou, Cairong Zhao, Duoqian Miao:
Maximum decision entropy-based attribute reduction in decision-theoretic rough set model. Knowl. Based Syst. 143: 179-191 (2018)
[j48]Jie Zhou, Zhihui Lai, Can Gao
, Duoqian Miao, Xiaodong Yue:
Rough possibilistic C-means clustering based on multigranulation approximation regions and shadowed sets. Knowl. Based Syst. 160: 144-166 (2018)
[j47]Yan Cui, Jielin Jiang, Zhihui Lai, Zuojin Hu, Wai Keung Wong
:
Supervised discrete discriminant hashing for image retrieval. Pattern Recognit. 78: 79-90 (2018)
[j46]Yan Cui, Jielin Jiang, Zhihui Lai, Zuojin Hu, Yuquan Jiang, Wai Keung Wong
:
New semi-supervised classification using a multi-modal feature joint L21-norm based sparse representation. Signal Process. Image Commun. 65: 94-106 (2018)
[j45]Yuwu Lu
, Zhihui Lai
, Xuelong Li
, David Zhang
, Wai Keung Wong
, Chun Yuan
:
Learning Parts-Based and Global Representation for Image Classification. IEEE Trans. Circuits Syst. Video Technol. 28(12): 3345-3360 (2018)
[j44]Zhihui Lai
, Dongmei Mo
, Wai Keung Wong
, Yong Xu
, Duoqian Miao, David Zhang
:
Robust Discriminant Regression for Feature Extraction. IEEE Trans. Cybern. 48(8): 2472-2484 (2018)
[j43]Zhihui Lai
, Yudong Chen, Jian Wu, Wai Keung Wong
, Fumin Shen:
Jointly Sparse Hashing for Image Retrieval. IEEE Trans. Image Process. 27(12): 6147-6158 (2018)
[j42]Yudong Chen
, Zhihui Lai, Wai Keung Wong, Linlin Shen, Qinghua Hu
:
Low-Rank Linear Embedding for Image Recognition. IEEE Trans. Multim. 20(12): 3212-3222 (2018)
[j41]Xiaozhao Fang, Yong Xu, Xuelong Li
, Zhihui Lai
, Wai Keung Wong
, Bingwu Fang:
Regularized Label Relaxation Linear Regression. IEEE Trans. Neural Networks Learn. Syst. 29(4): 1006-1018 (2018)
[j40]Xiaozhao Fang, Shaohua Teng
, Zhihui Lai
, Zhaoshui He, Shengli Xie
, Wai Keung Wong
:
Robust Latent Subspace Learning for Image Classification. IEEE Trans. Neural Networks Learn. Syst. 29(6): 2502-2515 (2018)
[c19]Xiangxi Xu, Zhihui Lai, Yudong Chen, Heng Kong:
Robust Discriminative Principal Component Analysis. CCBR 2018: 231-238
[c18]Jie Wen
, Lunke Fei, Zhihui Lai
, Zheng Zhang
, Jian Wu, Xiaozhao Fang:
Adaptive Locality Preserving based Discriminative Regression. ICPR 2018: 535-540
[c17]Dongmei Mo
, Zhihui Lai
, Heng Kong:
Jointly Sparse Reconstructed Regression Learning. PRCV (3) 2018: 597-609- 2017
[j39]Guangwei Gao, Jian Yang, Zhihui Lai, Pu Huang, Jielin Jiang, Hao Gao, Dong Yue:
Nuclear norm regularized coding with local position-patch and nonlocal similarity for face hallucination. Digit. Signal Process. 64: 107-120 (2017)
[j38]Minghua Wan, Zhihui Lai, Guowei Yang, Zhangjing Yang, Fanlong Zhang, Hao Zheng:
Local graph embedding based on maximum margin criterion via fuzzy set. Fuzzy Sets Syst. 318: 120-131 (2017)
[j37]Xiaozhao Fang
, Yong Xu, Xuelong Li
, Zhihui Lai, Shaohua Teng
, Lunke Fei:
Orthogonal self-guided similarity preserving projection for classification and clustering. Neural Networks 88: 1-8 (2017)
[j36]Weicheng Xie, Linlin Shen
, Meng Yang
, Zhihui Lai:
Active AU Based Patch Weighting for Facial Expression Recognition. Sensors 17(2): 275 (2017)
[j35]Yuwu Lu
, Zhihui Lai, Yong Xu, Xuelong Li
, David Zhang
, Chun Yuan:
Nonnegative Discriminant Matrix Factorization. IEEE Trans. Circuits Syst. Video Technol. 27(7): 1392-1405 (2017)
[j34]Zhihui Lai
, Yong Xu, Jian Yang, Linlin Shen, David Zhang
:
Rotational Invariant Dimensionality Reduction Algorithms. IEEE Trans. Cybern. 47(11): 3733-3746 (2017)
[j33]Jiajun Wen, Zhihui Lai, Zhong Ming, Wai Keung Wong
, Zuofeng Zhong:
Directional Gaussian Model for Automatic Speeding Event Detection. IEEE Trans. Inf. Forensics Secur. 12(10): 2292-2307 (2017)
[j32]Zheng Zhang
, Zhihui Lai
, Yong Xu, Ling Shao
, Jian Wu, Guo-Sen Xie
:
Discriminative Elastic-Net Regularized Linear Regression. IEEE Trans. Image Process. 26(3): 1466-1481 (2017)
[j31]Wai Keung Wong
, Zhihui Lai
, Jiajun Wen, Xiaozhao Fang, Yuwu Lu
:
Low-Rank Embedding for Robust Image Feature Extraction. IEEE Trans. Image Process. 26(6): 2905-2917 (2017)
[j30]Yuwu Lu
, Chun Yuan, Zhihui Lai, Xuelong Li
, Wai Keung Wong, David Zhang
:
Nuclear Norm-Based 2DLPP for Image Classification. IEEE Trans. Multim. 19(11): 2391-2403 (2017)
[j29]Zhengming Li, Zhihui Lai, Yong Xu, Jian Yang, David Zhang
:
A Locality-Constrained and Label Embedding Dictionary Learning Algorithm for Image Classification. IEEE Trans. Neural Networks Learn. Syst. 28(2): 278-293 (2017)
[c16]Jiaxin Chen
, Jianjun Qian, Zhihui Lai
:
Coarse-to-Fine Age Progression Based on Conditional GANs. ACPR 2017: 173-177
[c15]Dongmei Mo
, Zhihui Lai
:
Robust Jointly Sparse Regression for Image Feature Selection. ACPR 2017: 477-482
[c14]Meng Yang
, Qiangchang Wang, Wei Wen, Zhihui Lai
:
Multi-feature Joint Dictionary Learning for Face Recognition. ACPR 2017: 629-633
[c13]Haibiao Liu, Zhihui Lai, Yudong Chen:
Joint Sparse Locality Preserving Projections. SmartCom 2017: 125-133- 2016
[j28]Heng Kong, Zhihui Lai, Xu Wang, Feng Liu
:
Breast cancer discriminant feature analysis for diagnosis via jointly sparse learning. Neurocomputing 177: 198-205 (2016)
[j27]Yuwu Lu, Zhihui Lai, Yong Xu, Jane You
, Xuelong Li
, Chun Yuan:
Projective robust nonnegative factorization. Inf. Sci. 364-365: 16-32 (2016)
[j26]Jiajun Wen, Zhihui Lai, Yinwei Zhan
, Jinrong Cui:
The L2, 1-norm-based unsupervised optimal feature selection with applications to action recognition. Pattern Recognit. 60: 515-530 (2016)
[j25]Xiaozhao Fang, Yong Xu, Xuelong Li
, Zhihui Lai, Wai Keung Wong
:
Robust Semi-Supervised Subspace Clustering via Non-Negative Low-Rank Representation. IEEE Trans. Cybern. 46(8): 1828-1838 (2016)
[j24]Yuwu Lu, Zhihui Lai, Yong Xu, Xuelong Li
, David Zhang
, Chun Yuan:
Low-Rank Preserving Projections. IEEE Trans. Cybern. 46(8): 1900-1913 (2016)
[j23]Zhihui Lai, Wai Keung Wong
, Yong Xu, Jian Yang, David Zhang
:
Approximate Orthogonal Sparse Embedding for Dimensionality Reduction. IEEE Trans. Neural Networks Learn. Syst. 27(4): 723-735 (2016)
[c12]Zongyan Zhang, Cairong Zhao, Duoqian Miao, Xuekuan Wang, Zhihui Lai, Jian Yang:
Saliency-Based Person Re-identification by Probability Histogram. ACCV Workshops (3) 2016: 315-329
[c11]Yudong Chen, Zhihui Lai, Ye Zhang:
Sparse Nuclear Norm Two Dimensional Principal Component Analysis. CCBR 2016: 547-555
[c10]Xuekuan Wang, Cairong Zhao, Duoqian Miao, Cuijun Liu, Yipeng Chen, Zhihui Lai:
Mutli-channel micro-structure difference descriptor for image retrieval. ICPR 2016: 2930-2935- 2015
[j22]Yuwu Lu, Zhihui Lai, Zizhu Fan, Jinrong Cui, Qi Zhu:
Manifold discriminant regression learning for image classification. Neurocomputing 166: 475-486 (2015)
[j21]Jielin Jiang, Jian Yang, Yan Cui, Wai Keung Wong
, Zhihui Lai:
Sparse nonlocal priors based two-phase approach for mixed noise removal. Signal Process. 116: 101-111 (2015)
[j20]Jin-Xing Liu
, Yong Xu, Chun-Hou Zheng, Heng Kong, Zhihui Lai:
RPCA-Based Tumor Classification Using Gene Expression Data. IEEE ACM Trans. Comput. Biol. Bioinform. 12(4): 964-970 (2015)
[j19]Wai Keung Wong
, Zhihui Lai, Yong Xu, Jiajun Wen, Chu Po Ho
:
Joint Tensor Feature Analysis For Visual Object Recognition. IEEE Trans. Cybern. 45(11): 2425-2436 (2015)
[j18]Xiaoshuang Shi, Zhenhua Guo, Zhihui Lai, Yujiu Yang
, Zhifeng Bao
, David Zhang
:
A Framework of Joint Graph Embedding and Sparse Regression for Dimensionality Reduction. IEEE Trans. Image Process. 24(4): 1341-1355 (2015)
[j17]Xiaozhao Fang, Yong Xu, Xuelong Li
, Zhihui Lai, Wai Keung Wong
:
Learning a Nonnegative Sparse Graph for Linear Regression. IEEE Trans. Image Process. 24(9): 2760-2771 (2015)
[c9]Linlin Shen, Ziyi Dai, Sen Jia, Meng Yang
, Zhihui Lai, Shiqi Yu
:
Band selection for Gabor feature based hyperspectral palmprint recognition. ICB 2015: 416-421
[c8]Xiaozhao Fang, Yong Xu, Zheng Zhang
, Zhihui Lai, Linlin Shen:
Orthogonal self-guided similarity preserving projections. ICIP 2015: 344-348- 2014
[j16]Jiajun Wen, Jinrong Cui, Zhihui Lai, Jian-Xun Mi
, Xiao-Tang Guo:
Optimal representation set construction with a competitive scheme for palmprint and face recognition. Int. J. Comput. Math. 91(11): 2341-2358 (2014)
[j15]Cairong Zhao, Zhihui Lai, Duoqian Miao, Zhihua Wei, Caihui Liu:
Graph embedding discriminant analysis for face recognition. Neural Comput. Appl. 24(7-8): 1697-1706 (2014)
[j14]Xiaoshuang Shi, Yujiu Yang
, Zhenhua Guo, Zhihui Lai:
Face recognition by sparse discriminant analysis via joint L2, 1-norm minimization. Pattern Recognit. 47(7): 2447-2453 (2014)
[j13]Zhihui Lai, Yong Xu, Zhong Jin, David Zhang
:
Human Gait Recognition via Sparse Discriminant Projection Learning. IEEE Trans. Circuits Syst. Video Technol. 24(10): 1651-1662 (2014)
[j12]Jiajun Wen, Yong Xu, Jinhui Tang
, Yinwei Zhan
, Zhihui Lai, Xiao-Tang Guo:
Joint Video Frame Set Division and Low-Rank Decomposition for Background Subtraction. IEEE Trans. Circuits Syst. Video Technol. 24(12): 2034-2048 (2014)
[j11]Yong Xu, Xuelong Li
, Jian Yang, Zhihui Lai, David Zhang
:
Integrating Conventional and Inverse Representation for Face Recognition. IEEE Trans. Cybern. 44(10): 1738-1746 (2014)
[j10]Zizhu Fan, Yong Xu, Wangmeng Zuo, Jian Yang, Jinhui Tang
, Zhihui Lai, David Zhang
:
Modified Principal Component Analysis: An Integration of Multiple Similarity Subspace Models. IEEE Trans. Neural Networks Learn. Syst. 25(8): 1538-1552 (2014)
[j9]Zhihui Lai, Wai Keung Wong
, Yong Xu, Cairong Zhao, Mingming Sun:
Sparse Alignment for Robust Tensor Learning. IEEE Trans. Neural Networks Learn. Syst. 25(10): 1779-1792 (2014)
[j8]Zhihui Lai, Yong Xu, Qingcai Chen, Jian Yang, David Zhang
:
Multilinear Sparse Principal Component Analysis. IEEE Trans. Neural Networks Learn. Syst. 25(10): 1942-1950 (2014)
[c7]Jiajun Wen, Zhihui Lai, Wai Keung Wong
, Jinrong Cui, Minghua Wan:
Optimal Feature Selection for Robust Classification via l2, 1-Norms Regularization. ICPR 2014: 517-521- 2013
[j7]Cairong Zhao, Duoqian Miao, Zhihui Lai, Can Gao, Chuancai Liu, Jingyu Yang:
Two-dimensional color uncorrelated discriminant analysis for face recognition. Neurocomputing 113: 251-261 (2013)
[j6]Jie Xu, Jian Yang, Zhihui Lai:
K-local hyperplane distance nearest neighbor classifier oriented local discriminant analysis. Inf. Sci. 232: 11-26 (2013)
[j5]Yong Xu, Qi Zhu, Zizhu Fan, David Zhang
, Jian-Xun Mi
, Zhihui Lai:
Using the idea of the sparse representation to perform coarse-to-fine face recognition. Inf. Sci. 238: 138-148 (2013)
[j4]Zhihui Lai, Yong Xu, Jian Yang, Jinhui Tang
, David Zhang
:
Sparse Tensor Discriminant Analysis. IEEE Trans. Image Process. 22(10): 3904-3915 (2013)
[c6]Xiaoshuang Shi, Zhihui Lai
, Zhenhua Guo, Minghua Wan, Cairong Zhao, Heng Kong:
Sparse Principal Component Analysis via Joint L 2, 1-Norm Penalty. Australasian Conference on Artificial Intelligence 2013: 148-159- 2012
[j3]Zhihui Lai, Zhong Jin, Jian Yang, Mingming Sun:
Dynamic transition embedding for image feature extraction and recognition. Neural Comput. Appl. 21(8): 1905-1915 (2012)
[j2]Zhihui Lai, Wai Keung Wong
, Zhong Jin, Jian Yang, Yong Xu:
Sparse Approximation to the Eigensubspace for Discrimination. IEEE Trans. Neural Networks Learn. Syst. 23(12): 1948-1960 (2012)
[c5]Jiajun Wen, Jinrong Cui, Zhihui Lai, Jian-Xun Mi
:
A Competitive Sample Selection Method for Palmprint Recognition. IScIDE 2012: 158-164- 2011
[j1]Zhihui Lai, Minghua Wan, Zhong Jin, Jian Yang:
Sparse two-dimensional local discriminant projections for feature extraction. Neurocomputing 74(4): 629-637 (2011)
[c4]Zhihui Lai, Qingcai Chen, Zhong Jin:
Sparse bilinear preserving projections. ACPR 2011: 372-376- 2010
[c3]Zhihui Lai, Zhong Jin, Wai Keung Wong
:
Tangent space discriminant analysis for feature extraction. ICIP 2010: 3793-3796
[c2]Zhihui Lai, Zhong Jin, Jian Yang, Wai Keung Wong
:
Sparse Local Discriminant Projections for Feature Extraction. ICPR 2010: 926-929
[c1]Cairong Zhao, Chuancai Liu, Zhihui Lai, Jingyu Yang:
Sparse Embedding Visual Attention Systems Combined with Edge Information. ICPR 2010: 3432-3435
Coauthor Index
aka: Linlin Shen
aka: Wai-Keung Wong

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