Tangent space discriminant analysis for feature extraction. - Zhihui Lai 001; Zhong Jin; Wai Keung Wong (ICIP, 2010)

Sparse Local Discriminant Projections for Feature Extraction. - Zhihui Lai 001; Zhong Jin; Jian Yang 003; Wai Keung Wong (ICPR, 2010)

Sparse Embedding Visual Attention Systems Combined with Edge Information. - Cairong Zhao; Chuancai Liu; Zhihui Lai 001; Jingyu Yang 001 (ICPR, 2010)

Sparse bilinear preserving projections. - Zhihui Lai 001; Qingcai Chen; Zhong Jin (ACPR, 2011)

Sparse two-dimensional local discriminant projections for feature extraction. - Zhihui Lai 001; Minghua Wan; Zhong Jin; Jian Yang 003 (Neurocomputing, 2011)

A Competitive Sample Selection Method for Palmprint Recognition. - Jiajun Wen 001; Jinrong Cui; Zhihui Lai 001; Jian-Xun Mi (IScIDE, 2012)

Dynamic transition embedding for image feature extraction and recognition. - Zhihui Lai 001; Zhong Jin; Jian Yang 003; Mingming Sun 006 (Neural Comput. Appl., 2012)

Sparse Approximation to the Eigensubspace for Discrimination. - Zhihui Lai 001; Wai Keung Wong; Zhong Jin; Jian Yang 003; Yong Xu 001 (IEEE Trans. Neural Networks Learn. Syst., 2012)

Sparse Principal Component Analysis via Joint L 2, 1-Norm Penalty. - Xiaoshuang Shi; Zhihui Lai 001; Zhenhua Guo 001; Minghua Wan; Cairong Zhao; Heng Kong (Australasian Conference on Artificial Intelligence, 2013)

Two-dimensional color uncorrelated discriminant analysis for face recognition. - Cairong Zhao; Duoqian Miao 001; Zhihui Lai 001; Can Gao; Chuancai Liu; Jingyu Yang 001 (Neurocomputing, 2013)

K-local hyperplane distance nearest neighbor classifier oriented local discriminant analysis. - Jie Xu 022; Jian Yang 003; Zhihui Lai 001 (Inf. Sci., 2013)

Using the idea of the sparse representation to perform coarse-to-fine face recognition. - Yong Xu 001; Qi Zhu 001; Zizhu Fan; David Zhang 001; Jian-Xun Mi; Zhihui Lai 001 (Inf. Sci., 2013)

Sparse Tensor Discriminant Analysis. - Zhihui Lai 001; Yong Xu 001; Jian Yang 003; Jinhui Tang 001; David Zhang 001 (IEEE Trans. Image Process., 2013)

Optimal Feature Selection for Robust Classification via l2, 1-Norms Regularization. - Jiajun Wen 001; Zhihui Lai 001; Wai Keung Wong; Jinrong Cui; Minghua Wan (ICPR, 2014)

Optimal representation set construction with a competitive scheme for palmprint and face recognition. - Jiajun Wen 001; Jinrong Cui; Zhihui Lai 001; Jian-Xun Mi; Xiao-Tang Guo (Int. J. Comput. Math., 2014)

Graph embedding discriminant analysis for face recognition. - Cairong Zhao; Zhihui Lai 001; Duoqian Miao 001; Zhihua Wei 001; Caihui Liu (Neural Comput. Appl., 2014)

Face recognition by sparse discriminant analysis via joint L2, 1-norm minimization. - Xiaoshuang Shi; Yujiu Yang; Zhenhua Guo 001; Zhihui Lai 001 (Pattern Recognit., 2014)

Human Gait Recognition via Sparse Discriminant Projection Learning. - Zhihui Lai 001; Yong Xu 001; Zhong Jin; David Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2014)

Joint Video Frame Set Division and Low-Rank Decomposition for Background Subtraction. - Jiajun Wen 001; Yong Xu 001; Jinhui Tang 001; Yinwei Zhan; Zhihui Lai 001; Xiao-Tang Guo (IEEE Trans. Circuits Syst. Video Technol., 2014)

Integrating Conventional and Inverse Representation for Face Recognition. - Yong Xu 001; Xuelong Li 001; Jian Yang 003; Zhihui Lai 001; David Zhang 001 (IEEE Trans. Cybern., 2014)

Modified Principal Component Analysis: An Integration of Multiple Similarity Subspace Models. - Zizhu Fan; Yong Xu 001; Wangmeng Zuo; Jian Yang 003; Jinhui Tang 001; Zhihui Lai 001; David Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2014)

Sparse Alignment for Robust Tensor Learning. - Zhihui Lai 001; Wai Keung Wong; Yong Xu 001; Cairong Zhao; Mingming Sun 006 (IEEE Trans. Neural Networks Learn. Syst., 2014)

Multilinear Sparse Principal Component Analysis. - Zhihui Lai 001; Yong Xu 001; Qingcai Chen; Jian Yang 003; David Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2014)

Band selection for Gabor feature based hyperspectral palmprint recognition. - Linlin Shen; Ziyi Dai; Sen Jia 001; Meng Yang 001; Zhihui Lai 001; Shiqi Yu 001 (ICB, 2015)

Orthogonal self-guided similarity preserving projections. - Xiaozhao Fang; Yong Xu 001; Zheng Zhang 006; Zhihui Lai 001; Linlin Shen (ICIP, 2015)

Manifold discriminant regression learning for image classification. - Yuwu Lu; Zhihui Lai 001; Zizhu Fan; Jinrong Cui; Qi Zhu 001 (Neurocomputing, 2015)

Sparse nonlocal priors based two-phase approach for mixed noise removal. - Jielin Jiang; Jian Yang 003; Yan Cui 007; Wai Keung Wong; Zhihui Lai 001 (Signal Process., 2015)

RPCA-Based Tumor Classification Using Gene Expression Data. - Jin-Xing Liu 001; Yong Xu 001; Chun-Hou Zheng 001; Heng Kong; Zhihui Lai 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2015)

Joint Tensor Feature Analysis For Visual Object Recognition. - Wai Keung Wong; Zhihui Lai 001; Yong Xu 001; Jiajun Wen 001; Chu Po Ho (IEEE Trans. Cybern., 2015)

Learning a Nonnegative Sparse Graph for Linear Regression. - Xiaozhao Fang; Yong Xu 001; Xuelong Li 001; Zhihui Lai 001; Wai Keung Wong (IEEE Trans. Image Process., 2015)

A Framework of Joint Graph Embedding and Sparse Regression for Dimensionality Reduction. - Xiaoshuang Shi; Zhenhua Guo 001; Zhihui Lai 001; Yujiu Yang; Zhifeng Bao; David Zhang 001 (IEEE Trans. Image Process., 2015)

Saliency-Based Person Re-identification by Probability Histogram. - Zongyan Zhang; Cairong Zhao; Duoqian Miao 001; Xuekuan Wang; Zhihui Lai 001; Jian Yang 003 (ACCV Workshops (3), 2016)

Sparse Nuclear Norm Two Dimensional Principal Component Analysis. - Yudong Chen 002; Zhihui Lai 001; Ye Zhang (CCBR, 2016)

Mutli-channel micro-structure difference descriptor for image retrieval. - Xuekuan Wang; Cairong Zhao; Duoqian Miao 001; Cuijun Liu; Yipeng Chen; Zhihui Lai 001 (ICPR, 2016)

Breast cancer discriminant feature analysis for diagnosis via jointly sparse learning. - Heng Kong; Zhihui Lai 001; Xu Wang 006; Feng Liu 013 (Neurocomputing, 2016)

Projective robust nonnegative factorization. - Yuwu Lu; Zhihui Lai 001; Yong Xu 001; Jane You; Xuelong Li 001; Chun Yuan (Inf. Sci., 2016)

The L2, 1-norm-based unsupervised optimal feature selection with applications to action recognition. - Jiajun Wen 001; Zhihui Lai 001; Yinwei Zhan; Jinrong Cui (Pattern Recognit., 2016)

Robust Semi-Supervised Subspace Clustering via Non-Negative Low-Rank Representation. - Xiaozhao Fang; Yong Xu 001; Xuelong Li 001; Zhihui Lai 001; Wai Keung Wong (IEEE Trans. Cybern., 2016)

Low-Rank Preserving Projections. - Yuwu Lu; Zhihui Lai 001; Yong Xu 001; Xuelong Li 001; David Zhang 001; Chun Yuan (IEEE Trans. Cybern., 2016)

Approximate Orthogonal Sparse Embedding for Dimensionality Reduction. - Zhihui Lai 001; Wai Keung Wong; Yong Xu 001; Jian Yang 003; David Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2016)

Coarse-to-Fine Age Progression Based on Conditional GANs. - Jiaxin Chen 001; Jianjun Qian; Zhihui Lai 001 (ACPR, 2017)

Robust Jointly Sparse Regression for Image Feature Selection. - Dongmei Mo; Zhihui Lai 001 (ACPR, 2017)

Multi-feature Joint Dictionary Learning for Face Recognition. - Meng Yang 001; Qiangchang Wang; Wei Wen; Zhihui Lai 001 (ACPR, 2017)

Joint Sparse Locality Preserving Projections. - Haibiao Liu; Zhihui Lai 001; Yudong Chen 002 (SmartCom, 2017)

Nuclear norm regularized coding with local position-patch and nonlocal similarity for face hallucination. - Guangwei Gao; Jian Yang 003; Zhihui Lai 001; Pu Huang; Jielin Jiang; Hao Gao 005; Dong Yue 001 (Digit. Signal Process., 2017)

Local graph embedding based on maximum margin criterion via fuzzy set. - Minghua Wan; Zhihui Lai 001; Guowei Yang 002; Zhangjing Yang; Fanlong Zhang; Hao Zheng (Fuzzy Sets Syst., 2017)

Orthogonal self-guided similarity preserving projection for classification and clustering. - Xiaozhao Fang; Yong Xu 001; Xuelong Li 001; Zhihui Lai 001; Shaohua Teng; Lunke Fei (Neural Networks, 2017)

Active AU Based Patch Weighting for Facial Expression Recognition. - Weicheng Xie 001; Linlin Shen; Meng Yang 001; Zhihui Lai 001 (Sensors, 2017)

Nonnegative Discriminant Matrix Factorization. - Yuwu Lu; Zhihui Lai 001; Yong Xu 001; Xuelong Li 001; David Zhang 001; Chun Yuan (IEEE Trans. Circuits Syst. Video Technol., 2017)

Rotational Invariant Dimensionality Reduction Algorithms. - Zhihui Lai 001; Yong Xu 001; Jian Yang 003; Linlin Shen; David Zhang 001 (IEEE Trans. Cybern., 2017)

Directional Gaussian Model for Automatic Speeding Event Detection. - Jiajun Wen 001; Zhihui Lai 001; Zhong Ming 001; Wai Keung Wong; Zuofeng Zhong (IEEE Trans. Inf. Forensics Secur., 2017)

Low-Rank Embedding for Robust Image Feature Extraction. - Wai Keung Wong; Zhihui Lai 001; Jiajun Wen 001; Xiaozhao Fang; Yuwu Lu (IEEE Trans. Image Process., 2017)

Discriminative Elastic-Net Regularized Linear Regression. - Zheng Zhang 006; Zhihui Lai 001; Yong Xu 001; Ling Shao 001; Jian Wu; Guo-Sen Xie (IEEE Trans. Image Process., 2017)

Nuclear Norm-Based 2DLPP for Image Classification. - Yuwu Lu; Chun Yuan; Zhihui Lai 001; Xuelong Li 001; Wai Keung Wong; David Zhang 001 (IEEE Trans. Multim., 2017)

A Locality-Constrained and Label Embedding Dictionary Learning Algorithm for Image Classification. - Zhengming Li; Zhihui Lai 001; Yong Xu 001; Jian Yang 003; David Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2017)

Robust Discriminative Principal Component Analysis. - Xiangxi Xu; Zhihui Lai 001; Yudong Chen 002; Heng Kong (CCBR, 2018)

Adaptive Locality Preserving based Discriminative Regression. - Jie Wen 001; Lunke Fei; Zhihui Lai 001; Zheng Zhang 006; Jian Wu; Xiaozhao Fang (ICPR, 2018)

Jointly Sparse Reconstructed Regression Learning. - Dongmei Mo; Zhihui Lai 001; Heng Kong (PRCV (3), 2018)

Rough-Fuzzy Clustering Based on Two-Stage Three-Way Approximations. - Jie Zhou 009; Zhihui Lai 001; Can Gao; Xiaodong Yue; Wai Keung Wong (IEEE Access, 2018)

An integrated optimisation algorithm for feature extraction, dictionary learning and classification. - Yan Cui 007; Jielin Jiang; Zhihui Lai 001; Wai Keung Wong; Zuojin Hu (Neurocomputing, 2018)

Robust jointly sparse embedding for dimensionality reduction. - Zhihui Lai 001; Yudong Chen 002; Dongmei Mo; Jiajun Wen 001; Heng Kong (Neurocomputing, 2018)

Robust principal component analysis via optimal mean by joint ℓ2, 1 and Schatten p-norms minimization. - Xiaoshuang Shi; Feiping Nie 001; Zhihui Lai 001; Zhenhua Guo 001 (Neurocomputing, 2018)

Nuclear norm based two-dimensional sparse principal component analysis. - Yudong Chen 002; Zhihui Lai 001; Jiajun Wen 001; Can Gao (Int. J. Wavelets Multiresolution Inf. Process., 2018)

Robust jointly sparse regression and its applications. - Dongmei Mo; Zhihui Lai 001; Yuyang Meng (J. Ambient Intell. Humaniz. Comput., 2018)

Maximum decision entropy-based attribute reduction in decision-theoretic rough set model. - Can Gao; Zhihui Lai 001; Jie Zhou 009; Cairong Zhao; Duoqian Miao 001 (Knowl. Based Syst., 2018)

Rough possibilistic C-means clustering based on multigranulation approximation regions and shadowed sets. - Jie Zhou 009; Zhihui Lai 001; Can Gao; Duoqian Miao 001; Xiaodong Yue (Knowl. Based Syst., 2018)

Supervised discrete discriminant hashing for image retrieval. - Yan Cui 007; Jielin Jiang; Zhihui Lai 001; Zuojin Hu; Wai Keung Wong (Pattern Recognit., 2018)

New semi-supervised classification using a multi-modal feature joint L21-norm based sparse representation. - Yan Cui 007; Jielin Jiang; Zhihui Lai 001; Zuojin Hu; Yuquan Jiang; Wai Keung Wong (Signal Process. Image Commun., 2018)

Learning Parts-Based and Global Representation for Image Classification. - Yuwu Lu; Zhihui Lai 001; Xuelong Li 001; David Zhang 001; Wai Keung Wong; Chun Yuan (IEEE Trans. Circuits Syst. Video Technol., 2018)

Robust Discriminant Regression for Feature Extraction. - Zhihui Lai 001; Dongmei Mo; Wai Keung Wong; Yong Xu 001; Duoqian Miao 001; David Zhang 001 (IEEE Trans. Cybern., 2018)

Jointly Sparse Hashing for Image Retrieval. - Zhihui Lai 001; Yudong Chen 002; Jian Wu; Wai Keung Wong; Fumin Shen (IEEE Trans. Image Process., 2018)

Low-Rank Linear Embedding for Image Recognition. - Yudong Chen 002; Zhihui Lai 001; Wai Keung Wong; Linlin Shen; Qinghua Hu (IEEE Trans. Multim., 2018)

Robust Latent Subspace Learning for Image Classification. - Xiaozhao Fang; Shaohua Teng; Zhihui Lai 001; Zhaoshui He; Shengli Xie; Wai Keung Wong (IEEE Trans. Neural Networks Learn. Syst., 2018)

Regularized Label Relaxation Linear Regression. - Xiaozhao Fang; Yong Xu 001; Xuelong Li 001; Zhihui Lai 001; Wai Keung Wong; Bingwu Fang (IEEE Trans. Neural Networks Learn. Syst., 2018)

Latent Spatial Features Based on Generative Adversarial Networks for Face Anti-spoofing. - Jingtian Xia; Yan Tang; Xi Jia; Linlin Shen; Zhihui Lai 001 (CCBR, 2019)

Latent Schatten TT Norm for Tensor Completion. - Andong Wang; Xulin Song; Xiyin Wu; Zhihui Lai 001; Zhong Jin (ICASSP, 2019)

Generalized Dantzig Selector for Low-tubal-rank Tensor Recovery. - Andong Wang; Xulin Song; Xiyin Wu; Zhihui Lai 001; Zhong Jin (ICASSP, 2019)

Robust Low-tubal-rank Tensor Completion. - Andong Wang; Xulin Song; Xiyin Wu; Zhihui Lai 001; Zhong Jin (ICASSP, 2019)

Deep Supervised Hashing With Anchor Graph. - Yudong Chen 002; Zhihui Lai 001; Yujuan Ding; Kaiyi Lin; Wai Keung Wong (ICCV, 2019)

Introspective Gan for Meshface Recognition. - Wenting Chen; Linlin Shen; Zhihui Lai 001 (ICIP, 2019)

Pedestrian re-Identification Based on Tree Branch Network with Local and Global Learning. - Hui Li; Meng Yang 001; Zhihui Lai 001; Weishi Zheng 001; Zitong Yu (ICME, 2019)

Robust Object Tracking Based on Multi-granularity Sparse Representation. - Hong-Lin Chu; Jiajun Wen 001; Zhihui Lai 001 (IScIDE (1), 2019)

Robust Embedding Regression for Face Recognition. - Jiaqi Bao; Jianglin Lu; Zhihui Lai 001; Ning Liu; Yuwu Lu (PRCV (2), 2019)

Robust Locally Discriminant Analysis via Capped Norm. - Zhihui Lai 001; Ning Liu; Linlin Shen; Heng Kong (IEEE Access, 2019)

Granular maximum decision entropy-based monotonic uncertainty measure for attribute reduction. - Can Gao; Zhihui Lai 001; Jie Zhou 009; Jiajun Wen 001; Wai Keung Wong (Int. J. Approx. Reason., 2019)

Constrained shadowed sets and fast optimization algorithm. - Jie Zhou 009; Can Gao; Witold Pedrycz; Zhihui Lai 001; Xiaodong Yue (Int. J. Intell. Syst., 2019)

Noisy low-tubal-rank tensor completion. - Andong Wang; Zhihui Lai 001; Zhong Jin (Neurocomputing, 2019)

Constrained three-way approximations of fuzzy sets: From the perspective of minimal distance. - Jie Zhou 009; Duoqian Miao 001; Can Gao; Zhihui Lai 001; Xiaodong Yue (Inf. Sci., 2019)

An improve face representation and recognition method based on graph regularized non-negative matrix factorization. - Minghua Wan; Zhihui Lai 001; Zhong Ming 001; Guowei Yang 002 (Multim. Tools Appl., 2019)

Principal Component Analysis based on Nuclear norm Minimization. - Jian-Xun Mi; Ya-Nan Zhang; Zhihui Lai 001; Weisheng Li 001; Lifang Zhou; Fujin Zhong (Neural Networks, 2019)

Neighborhood preserving neural network for fault detection. - Haitao Zhao 002; Zhihui Lai 001 (Neural Networks, 2019)

Global-and-local-structure-based neural network for fault detection. - Haitao Zhao 002; Zhihui Lai 001; Yudong Chen 002 (Neural Networks, 2019)

A general tensor representation framework for cross-view gait recognition. - Xianye Ben; Peng Zhang 057; Zhihui Lai 001; Rui Yan; Xinliang Zhai; Weixiao Meng 001 (Pattern Recognit., 2019)

Binary sparse signal recovery algorithms based on logic observation. - Xiao-Li Hu; Jiajun Wen 001; Zhihui Lai 001; Wai Keung Wong; Linlin Shen (Pattern Recognit., 2019)

Robust Jointly Sparse Regression with Generalized Orthogonal Learning for Image Feature Selection. - Dongmei Mo; Zhihui Lai 001 (Pattern Recognit., 2019)

Generalized Robust Regression for Jointly Sparse Subspace Learning. - Zhihui Lai 001; Dongmei Mo; Jiajun Wen 001; Linlin Shen; Wai Keung Wong (IEEE Trans. Circuits Syst. Video Technol., 2019)

Structurally Incoherent Low-Rank 2DLPP for Image Classification. - Yuwu Lu; Chun Yuan; Xuelong Li 001; Zhihui Lai 001; David Zhang 001; Linlin Shen (IEEE Trans. Circuits Syst. Video Technol., 2019)

Horizontal and Vertical Nuclear Norm-Based 2DLDA for Image Representation. - Yuwu Lu; Chun Yuan; Zhihui Lai 001; Xuelong Li 001; David Zhang 001; Wai Keung Wong (IEEE Trans. Circuits Syst. Video Technol., 2019)

Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation. - Yuwu Lu; Zhihui Lai 001; Xuelong Li 001; Wai Keung Wong; Chun Yuan; David Zhang 001 (IEEE Trans. Cybern., 2019)

Scalable Supervised Asymmetric Hashing With Semantic and Latent Factor Embedding. - Zheng Zhang 006; Zhihui Lai 001; Zi Huang; Wai Keung Wong; Guo-Sen Xie; Li Liu 004; Ling Shao 001 (IEEE Trans. Image Process., 2019)

Locally Joint Sparse Marginal Embedding for Feature Extraction. - Dongmei Mo; Zhihui Lai 001; Wai-Keung Wong (IEEE Trans. Multim., 2019)

Feature Learning and Understanding - Algorithms and Applications - Haitao Zhao 002; Zhihui Lai 001; Henry Leung; Xianyi Zhang (Springer, 2020)

Wavelet Integrated CNNs for Noise-Robust Image Classification. - Qiufu Li; Linlin Shen; Sheng Guo 005; Zhihui Lai 001 (CVPR, 2020)

TU-Net: A Precise Network for Tongue Segmentation. - Yating Huang; Zhihui Lai 001; Wenjing Wang (ICCPR, 2020)

Multilinear Jointly Sparse Robust Discriminant Regression. - Zhuozhen Yu; Zhihui Lai 001; Yusheng Lai (ICCPR, 2020)

Label Self-Adaption Hashing for Image Retrieval. - Jianglin Lu; Zhihui Lai 001; Jingxu Lin; Qinghong Lin; Jie Zhou 009 (ICPR, 2020)

Canonical Correlation Discriminative Learning for Domain Adaptation. - Wenjing Wang; Yuwu Lu; Zhihui Lai 001 (PPSN (1), 2020)

Nuclear-Norm-Based Jointly Sparse Regression for Two-Dimensional Image Regression. - Haosheng Su; Zhihui Lai 001; Ning Liu; Jun Wan 005 (PRCV (3), 2020)

SVDTWDD Method for High Correct Recognition Rate Classifier With Appropriate Rejection Recognition Regions. - Guowei Yang 002; Shaohua Qi; Teng Yu; Minghua Wan; Zhangjing Yang; Tianming Zhan; Fanlong Zhang; Zhihui Lai 001 (IEEE Access, 2020)

Robust Facial Landmark Detection by Multi-order Multi-constraint Deep Networks. - Jun Wan 005; Zhihui Lai 001; Jing Li 055; Jie Zhou 009; Can Gao (CoRR, 2020)

GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing. - Xianxu Hou; Xiaokang Zhang; Linlin Shen; Zhihui Lai 001; Jun Wan 005 (CoRR, 2020)

Discriminative dual-stream deep hashing for large-scale image retrieval. - Yujuan Ding; Wai Keung Wong; Zhihui Lai 001; Zheng Zhang 006 (Inf. Process. Manag., 2020)

Multigranulation rough-fuzzy clustering based on shadowed sets. - Jie Zhou 009; Zhihui Lai 001; Duoqian Miao 001; Can Gao; Xiaodong Yue (Inf. Sci., 2020)

Discriminative deep multi-task learning for facial expression recognition. - Hao Zheng; Ruili Wang; Wanting Ji; Ming Zong; Wai Keung Wong; Zhihui Lai 001; Hexin Lv (Inf. Sci., 2020)

Discriminative low-rank projection for robust subspace learning. - Zhihui Lai 001; Jiaqi Bao; Heng Kong; Minghua Wan; Guowei Yang 002 (Int. J. Mach. Learn. Cybern., 2020)

Low-rank discriminative regression learning for image classification. - Yuwu Lu; Zhihui Lai 001; Wai Keung Wong; Xuelong Li 001 (Neural Networks, 2020)

Robust face alignment by cascaded regression and de-occlusion. - Jun Wan 005; Jing Li 055; Zhihui Lai 001; Bo Du 001; Lefei Zhang (Neural Networks, 2020)

Image decomposition based matrix regression with applications to robust face recognition. - Jianjun Qian; Jian Yang 003; Yong Xu 001; Jin Xie 001; Zhihui Lai 001; Bob Zhang 001 (Pattern Recognit., 2020)

Structured optimal graph based sparse feature extraction for semi-supervised learning. - Zhonghua Liu; Zhihui Lai 001; Weihua Ou; Kaibing Zhang; Ruijuan Zheng (Signal Process., 2020)

Bilinear Supervised Hashing Based on 2D Image Features. - Yujuan Ding; Wai Keung Wong; Zhihui Lai 001; Zheng Zhang 006 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Adaptive Locality Preserving Regression. - Jie Wen 001; Zuofeng Zhong; Zheng Zhang 006; Lunke Fei; Zhihui Lai 001; Runze Chen (IEEE Trans. Circuits Syst. Video Technol., 2020)

Robust Flexible Preserving Embedding. - Yuwu Lu; Wai Keung Wong; Zhihui Lai 001; Xuelong Li 001 (IEEE Trans. Cybern., 2020)

Study on 2D Feature-Based Hash Learning. - Yujuan Ding; Wai Keung Wong; Zhihui Lai 001; Yudong Chen 002 (IEEE Trans. Multim., 2020)

Jointly Sparse Locality Regression for Image Feature Extraction. - Dongmei Mo; Zhihui Lai 001; Xizhao Wang; Wai-Keung Wong (IEEE Trans. Multim., 2020)

Fast Deep Asymmetric Hashing for Image Retrieval. - Chuangquan Lin; Zhihui Lai 001; Jianglin Lu; Jie Zhou 009 (ACPR (2), 2021)

TFNet: Transformer Fusion Network for Ultrasound Image Segmentation. - Tao Wang; Zhihui Lai 001; Heng Kong (ACPR (1), 2021)

Low-Rank Correlation Analysis for Discriminative Subspace Learning. - Jiacan Zheng; Zhihui Lai 001; Jianglin Lu; Jie Zhou 009 (ACPR (2), 2021)

Multi-scale Defective Samples Synthesis for Surface Defect Detection. - Zirong Liu; Zhihui Lai 001; Can Gao (CCIS, 2021)

Finger Vein Verification using Intrinsic and Extrinsic Features. - Liying Lin; Haozhe Liu; Wentian Zhang; Feng Liu 013; Zhihui Lai 001 (IJCB, 2021)

Think About Boundary: Fusing Multi-level Boundary Information for Landmark Heatmap Regression. - Jinheng Xie; Jun Wan 005; Linlin Shen; Zhihui Lai 001 (IJCNN, 2021)

Local Learning Joint with the Adaptive Graph for Subspace Representation. - Yangbo Wang; Can Gao; Jie Zhou 009; Zhihui Lai 001 (ISKE, 2021)

Robust sparse low-rank embedding for image dimension reduction. - Zhonghua Liu; Yue Lu; Zhihui Lai 001; Weihua Ou; Kaibing Zhang (Appl. Soft Comput., 2021)

Principles for constructing three-way approximations of fuzzy sets: A comparative evaluation based on unsupervised learning. - Jie Zhou 009; Witold Pedrycz; Can Gao; Zhihui Lai 001; Xiaodong Yue (Fuzzy Sets Syst., 2021)

Target redirected regression with dynamic neighborhood structure. - Jianglin Lu; Jingxu Lin; Zhihui Lai 001; Hailing Wang; Jie Zhou 009 (Inf. Sci., 2021)

Dual robust regression for pattern classification. - Jianjun Qian; Shumin Zhu; Wai Keung Wong; Hengmin Zhang; Zhihui Lai 001; Jian Yang 003 (Inf. Sci., 2021)

Relaxed local preserving regression for image feature extraction. - Jiaqi Bao; Zhihui Lai 001; Xuechen Li 001 (Multim. Tools Appl., 2021)

Robust facial landmark detection by cross-order cross-semantic deep network. - Jun Wan 005; Zhihui Lai 001; Linlin Shen; Jie Zhou 009; Can Gao; Gang Xiao; Xianxu Hou (Neural Networks, 2021)

Low-rank adaptive graph embedding for unsupervised feature extraction. - Jianglin Lu; Hailing Wang; Jie Zhou 009; Yudong Chen 002; Zhihui Lai 001; Qinghua Hu (Pattern Recognit., 2021)

Projected fuzzy C-means clustering with locality preservation. - Jie Zhou 009; Witold Pedrycz; Xiaodong Yue; Can Gao; Zhihui Lai 001; Jun Wan 005 (Pattern Recognit., 2021)

Two-dimensional jointly sparse robust discriminant regression. - Zhihui Lai 001; Zhuozhen Yu; Heng Kong; Linlin Shen (Signal Process. Image Commun., 2021)

Weighted Double-Low-Rank Decomposition With Application to Fabric Defect Detection. - Dongmei Mo; Wai Keung Wong; Zhihui Lai 001; Jie Zhou 009 (IEEE Trans Autom. Sci. Eng., 2021)

Locality Preserving Robust Regression for Jointly Sparse Subspace Learning. - Ning Liu; Zhihui Lai 001; Xuechen Li 001; Yudong Chen 002; Dongmei Mo; Heng Kong; Linlin Shen (IEEE Trans. Circuits Syst. Video Technol., 2021)

Learning Dynamic Relationships for Facial Expression Recognition Based on Graph Convolutional Network. - Xing Jin; Zhihui Lai 001; Zhong Jin (IEEE Trans. Image Process., 2021)

WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification. - Qiufu Li; Linlin Shen; Sheng Guo 005; Zhihui Lai 001 (IEEE Trans. Image Process., 2021)

Robust Face Alignment by Multi-Order High-Precision Hourglass Network. - Jun Wan 005; Zhihui Lai 001; Jun Liu 036; Jie Zhou 009; Can Gao (IEEE Trans. Image Process., 2021)

Salience-Guided Iterative Asymmetric Mutual Hashing for Fast Person Re-Identification. - Cairong Zhao; Yuanpeng Tu; Zhihui Lai 001; Fumin Shen; Heng Tao Shen; Duoqian Miao 001 (IEEE Trans. Image Process., 2021)

Manifold Transfer Learning via Discriminant Regression Analysis. - Yuwu Lu; Wenjing Wang; Chun Yuan; Xuelong Li 001; Zhihui Lai 001 (IEEE Trans. Multim., 2021)

Dual Fusion Mass Detector for Mammogram Mass Detection. - Shuo Liu; Zhihui Lai 001; Heng Kong; Linlin Shen (CBMS, 2022)

Breast Lesions Segmentation using Dual-level UNet (DL-UNet). - Yanjiao Zhao; Zhihui Lai 001; Linlin Shen; Heng Kong (CBMS, 2022)

Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation. - Tao Wang; Jianglin Lu; Zhihui Lai 001; Jiajun Wen 001; Heng Kong (IJCAI, 2022)

Correlated Matching and Structure Learning for Unsupervised Domain Adaptation. - Xingping Luo; Yuwu Lu; Jiajun Wen 001; Zhihui Lai 001 (PRCV (1), 2022)

Jointly sparse least square support vector machine. - Xi Chen 096; Zhihui Lai 001 (Comput. Electr. Eng., 2022)

Asymmetric Transfer Hashing with Adaptive Bipartite Graph Learning. - Jianglin Lu; Jie Zhou 009; Yudong Chen 002; Witold Pedrycz; Zhihui Lai 001; Kwok-Wai Hung (CoRR, 2022)

Orthogonal autoencoder regression for image classification. - Zhangjing Yang; Xinxin Wu; Pu Huang; Fanlong Zhang; Minghua Wan; Zhihui Lai 001 (Inf. Sci., 2022)

Global structure-guided neighborhood preserving embedding for dimensionality reduction. - Can Gao; Yong Li; Jie Zhou 009; Witold Pedrycz; Zhihui Lai 001; Jun Wan 005; Jianglin Lu (Int. J. Mach. Learn. Cybern., 2022)

Restricted subgradient descend method for sparse signal learning. - Jiajun Wen 001; Wai Keung Wong; Xiao-Li Hu; Hong-Lin Chu; Zhihui Lai 001 (Int. J. Mach. Learn. Cybern., 2022)

Mixed attention hourglass network for robust face alignment. - Zou Yang; Xiongkai Shao; Jun Wan 005; Rong Gao; Zhihui Lai 001 (Int. J. Mach. Learn. Cybern., 2022)

Boundary regression-based reep neural network for thyroid nodule segmentation in ultrasound images. - Zhihao Jin; Xuechen Li 001; Yudi Zhang 005; LinLin Shen; Zhihui Lai 001; Heng Kong (Neural Comput. Appl., 2022)

GuidedStyle: Attribute knowledge guided style manipulation for semantic face editing. - Xianxu Hou; Xiaokang Zhang; Hanbang Liang; Linlin Shen; Zhihui Lai 001; Jun Wan 005 (Neural Networks, 2022)

Facial Expression Recognition Based on Depth Fusion and Discriminative Association Learning. - Xing Jin; Zhihui Lai 001; Wenyun Sun; Zhong Jin (Neural Process. Lett., 2022)

Relaxed Locality Preserving Supervised Discrete Hashing. - Xiangxi Xu; Zhihui Lai 001; Yudong Chen 002 (IEEE Trans. Big Data, 2022)

Robust Jointly Sparse Fuzzy Clustering With Neighborhood Structure Preservation. - Jie Zhou 009; Witold Pedrycz; Can Gao; Zhihui Lai 001; Jun Wan 005; Zhong Ming 001 (IEEE Trans. Fuzzy Syst., 2022)

Canonical Correlation Analysis With Low-Rank Learning for Image Representation. - Yuwu Lu; Wenjing Wang; Biqing Zeng; Zhihui Lai 001; Linlin Shen; Xuelong Li 001 (IEEE Trans. Image Process., 2022)

Weighted Correlation Embedding Learning for Domain Adaptation. - Yuwu Lu; Qi Zhu 001; Bob Zhang 001; Zhihui Lai 001; Xuelong Li 001 (IEEE Trans. Image Process., 2022)

Discriminative Invariant Alignment for Unsupervised Domain Adaptation. - Yuwu Lu; Desheng Li; Wenjing Wang; Zhihui Lai 001; Jie Zhou 009; Xuelong Li 001 (IEEE Trans. Multim., 2022)

Generalized Embedding Regression: A Framework for Supervised Feature Extraction. - Jianglin Lu; Zhihui Lai 001; Hailing Wang; Yudong Chen 002; Jie Zhou 009; Linlin Shen (IEEE Trans. Neural Networks Learn. Syst., 2022)

Robust Facial Landmark Detection by Multiorder Multiconstraint Deep Networks. - Jun Wan 005; Zhihui Lai 001; Jing Li 055; Jie Zhou 009; Can Gao (IEEE Trans. Neural Networks Learn. Syst., 2022)

Multi Task-Based Facial Expression Synthesis with Supervision Learning and Feature Disentanglement of Image Style. - Wenya Lu; Zhibin Peng; Cheng Luo; Weicheng Xie 001; Jiajun Wen 001; Zhihui Lai 001; Linlin Shen (ICIP, 2023)

A Closer Look at Classifier in Adversarial Domain Generalization. - Ye Wang 023; Junyang Chen 001; Mengzhu Wang; Hao Li 058; Wei Wang 335; Houcheng Su; Zhihui Lai 001; Wei Wang 077; Zhenghan Chen (ACM Multimedia, 2023)

Adversarial Keyword Extraction and Semantic-Spatial Feature Aggregation for Clinical Report Guided Thyroid Nodule Segmentation. - Yudi Zhang 005; Wenting Chen; Xuechen Li 001; Linlin Shen; Zhihui Lai 001; Heng Kong (PRCV (13), 2023)

CATrack: Convolution and Attention Feature Fusion for Visual Object Tracking. - Longkun Zhang; Jiajun Wen 001; Zichen Dai; Rouyi Zhou; Zhihui Lai 001 (PRCV (9), 2023)

Temporal burstiness and collaborative camouflage aware fraud detection. - Zheng Zhang 025; Jun Wan 005; Mingyang Zhou 001; Zhihui Lai 001; Claudio J. Tessone; Guoliang Chen 005; Hao Liao (Inf. Process. Manag., 2023)

Cross-domain structure learning for visual data recognition. - Yuwu Lu; Xingping Luo; Jiajun Wen 001; Zhihui Lai 001; Xuelong Li 001 (Pattern Recognit., 2023)

Multi-Layered Minutiae Extraction Based on Fusion-Attention for OCT Fingerprints. - Feng Liu 013; Wenfeng Zeng; Wentian Zhang; Lei Wang 018; Jun Cheng 002; Zhihui Lai 001 (IEEE Trans. Biom. Behav. Identity Sci., 2023)

Robust Twin Bounded Support Vector Classifier With Manifold Regularization. - Junhong Zhang; Zhihui Lai 001; Heng Kong; Linlin Shen (IEEE Trans. Cybern., 2023)

Guided Discrimination and Correlation Subspace Learning for Domain Adaptation. - Yuwu Lu; Wai Keung Wong; Biqing Zeng; Zhihui Lai 001; Xuelong Li 001 (IEEE Trans. Image Process., 2023)

Precise Facial Landmark Detection by Reference Heatmap Transformer. - Jun Wan 005; Jun Liu 036; Jie Zhou 009; Zhihui Lai 001; Linlin Shen; Hang Sun; Ping Xiong 001; Wenwen Min (IEEE Trans. Image Process., 2023)

Myoelectric Pattern Recognition Using Gramian Angular Field and Convolutional Neural Networks for Muscle-Computer Interface. - Junjun Fan; Jiajun Wen 001; Zhihui Lai 001 (Sensors, 2023)

Tongue size and shape classification fusing segmentation features for traditional Chinese medicine diagnosis. - Yating Huang; Xuechen Li 001; Siting Zheng; Zhongliang Li; Sihan Li; Linlin Shen; Changen Zhou; Zhihui Lai 001 (Neural Comput. Appl., 2023)

Enhanced robust spatial feature selection and correlation filter learning for UAV tracking. - Jiajun Wen 001; Hong-Lin Chu; Zhihui Lai 001; Tianyang Xu; Linlin Shen (Neural Networks, 2023)

Low-Rank Linear Embedding for Robust Clustering. - Jie Zhou 009; Witold Pedrycz; Jun Wan 005; Can Gao; Zhihui Lai 001; Xiaodong Yue (IEEE Trans. Knowl. Data Eng., 2023)

Multiview Jointly Sparse Discriminant Common Subspace Learning. - Yiling Lin; Zhihui Lai 001; Jie Zhou 009; Jiajun Wen 001; Heng Kong (Pattern Recognit., 2023)

Robust and Precise Facial Landmark Detection by Self-Calibrated Pose Attention Network. - Jun Wan 005; Hui Xi; Jie Zhou 009; Zhihui Lai 001; Witold Pedrycz; Xu Wang 006; Hang Sun (IEEE Trans. Cybern., 2023)

Adaptive weighted rain streaks model-driven deep network for single image deraining. - Ya-Nan Zhang; Linlin Shen; Zhihui Lai 001 (Expert Syst. Appl., 2023)

Discriminative sparse least square regression for semi-supervised learning. - Zhonghua Liu; Zhihui Lai 001; Weihua Ou; Kaibing Zhang; Hua Huo (Inf. Sci., 2023)

An enhanced vision transformer with wavelet position embedding for histopathological image classification. - Meidan Ding; Aiping Qu; Haiqin Zhong; Zhihui Lai 001; Shuomin Xiao; Penghui He (Pattern Recognit., 2023)

Scatter matrix decomposition for jointly sparse learning. - Dongmei Mo; Zhihui Lai 001; Jie Zhou 009; Qinghua Hu (Pattern Recognit., 2023)

Manifold transfer subspace learning based on double relaxed discriminative regression. - Zhonghua Liu; Fa Zhu; Kaibing Zhang; Zhihui Lai 001; Hua Huo (Artif. Intell. Rev., 2023)

Maximal Margin Support Vector Machine for Feature Representation and Classification. - Zhihui Lai 001; Xi Chen 096; Junhong Zhang; Heng Kong; Jiajun Wen 001 (IEEE Trans. Cybern., 2023)

Generalized multiview regression for feature extraction. - Zhihui Lai 001; Yiling Lin; Jiacan Zheng; Jie Zhou 009; Heng Kong (Inf. Sci., 2023)

Jointly sparse fast hashing with orthogonal learning for large-scale image retrieval. - Honghao Xu; Zhihui Lai 001; Heng Kong (Signal Process. Image Commun., 2023)

Possibilistic Neighborhood Graph: A New Concept of Similarity Graph Learning. - Can Gao; Yangbo Wang; Jie Zhou 009; Weiping Ding 001; Linlin Shen; Zhihui Lai 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Low-confidence Heterogeneous Pixel-Prototype Contrastive Learning for Semi-supervised Medical Image Segmentation. - Shihuan He; Zhihui Lai 001; Heng Kong (BIBM, 2024)

BF-UNet: Bi-level Routing Attention U-shaped Network Based on Explicit Visual Prompt. - Yuanfei Xu; Zhihui Lai 001; Tao Wang; Shihuan He; Cairong Zhao; Heng Kong (ICPR (5), 2024)

Deep Scaling Factor Quantization Network for Large-scale Image Retrieval. - Ziqing Deng; Zhihui Lai 001; Yujuan Ding; Heng Kong; Xu Wu (ICMR, 2024)

Deep semantics-preserving cross-modal hashing. - Zhihui Lai 001; Xiaomei Fang; Heng Kong (Big Data Res., 2024)

Support vector machine with discriminative low-rank embedding. - Guangfei Liang; Zhihui Lai 001; Heng Kong (CAAI Trans. Intell. Technol., 2024)

NPSVC++: Nonparallel Classifiers Encounter Representation Learning. - Junhong Zhang; Zhihui Lai 001; Jie Zhou 009; Guangfei Liang (CoRR, 2024)

CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement. - Xu Wu; Xianxu Hou; Zhihui Lai 001; Jie Zhou 009; Ya-nan Zhang; Witold Pedrycz; Linlin Shen (CoRR, 2024)

Low-Light Enhancement Effect on Classification and Detection: An Empirical Study. - Xu Wu; Zhihui Lai 001; Jie Zhou 009; Can Gao; Xianxu Hou; Ya-nan Zhang; Linlin Shen (CoRR, 2024)

Discriminative transfer regression for low-rank and sparse subspace learning. - Zhonghua Liu; Weihua Ou; Jinbo Liu; Kaibing Zhang; Zhihui Lai 001; Hao Xiong (Eng. Appl. Artif. Intell., 2024)

A joint learning framework for optimal feature extraction and multi-class SVM. - Zhihui Lai 001; Guangfei Liang; Jie Zhou 009; Heng Kong; Yuwu Lu (Inf. Sci., 2024)

LPRR: Locality preserving robust regression based jointly sparse feature extraction. - Yufei Zhu; Jiajun Wen 001; Zhihui Lai 001; Jie Zhou 009; Heng Kong (Inf. Sci., 2024)

Multi-view robust regression for feature extraction. - Zhihui Lai 001; Foping Chen; Jiajun Wen 001 (Pattern Recognit., 2024)

Precise facial landmark detection by Dynamic Semantic Aggregation Transformer. - Jun Wan 005; He Liu; Yujia Wu; Zhihui Lai 001; Wenwen Min; Jun Liu 036 (Pattern Recognit., 2024)

Graph correlated discriminant embedding for multi-source domain adaptation. - Wai Keung Wong; Yuwu Lu; Zhihui Lai 001; Xuelong Li 001 (Pattern Recognit., 2024)

Network characteristics adaption and hierarchical feature exploration for robust object recognition. - Weicheng Xie 001; Cheng Luo; Gui Wang; Linlin Shen; Zhihui Lai 001; Siyang Song (Pattern Recognit., 2024)

Multi-Source and Multi-Target Domain Adaptation Based on Dynamic Generator with Attention. - Yuwu Lu; Haoyu Huang; Biqing Zeng; Zhihui Lai 001; Xuelong Li 001 (IEEE Trans. Multim., 2024)

Low-Rank Correlation Learning for Unsupervised Domain Adaptation. - Yuwu Lu; Wai Keung Wong; Chun Yuan; Zhihui Lai 001; Xuelong Li 001 (IEEE Trans. Multim., 2024)

Correlation-Guided Distribution and Geometry Alignments for Heterogeneous Domain Adaptation. - Wai Keung Wong; Dewei Lin; Yuwu Lu; Jiajun Wen 001; Zhihui Lai 001; Xuelong Li 001 (IEEE Trans. Multim., 2024)

A deep convolutional neural network for diabetic retinopathy detection via mining local and long-range dependence. - Xiaoling Luo 001; Wei Wang 169; Yong Xu 001; Zhihui Lai 001; Xiaopeng Jin; Bob Zhang 001; David Zhang 001 (CAAI Trans. Intell. Technol., 2024)

Joint Sparse Locality Preserving Regression for Discriminative Learning. - Weilin Huang; Zhihui Lai 001; Heng Kong; Junhong Zhang (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Coarse-to-Fine Low-Light Image Enhancement With Light Restoration and Color Refinement. - Xu Wu; Zhihui Lai 001; Shiqi Yu 001; Jie Zhou 009; Zhuoqian Liang; Linlin Shen (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Computational Technologies for Fashion Recommendation: A Survey. - Yujuan Ding; Zhihui Lai 001; P. Y. Mok 001; Tat-Seng Chua (ACM Comput. Surv., 2024)

Typicality-Aware Adaptive Similarity Matrix for Unsupervised Learning. - Jie Zhou 009; Can Gao; Xizhao Wang; Zhihui Lai 001; Jun Wan 005; Xiaodong Yue (IEEE Trans. Neural Networks Learn. Syst., 2024)

Generalized robust linear discriminant analysis for jointly sparse learning. - Yufei Zhu; Zhihui Lai 001; Can Gao; Heng Kong (Appl. Intell., 2024)

GOAL: Generalized Jointly Sparse Linear Discriminant Regression for Feature Extraction. - Haoquan Lu; Zhihui Lai 001; Junhong Zhang; Zhuozhen Yu; Jiajun Wen 001 (IEEE Trans. Artif. Intell., 2024)

OCI-SSL: Open Class-Imbalanced Semi-Supervised Learning With Contrastive Learning. - Yuting Zhou; Can Gao; Jie Zhou 009; Weiping Ding 001; Linlin Shen; Zhihui Lai 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading. - Xiaoling Luo 001; Qihao Xu; Huisi Wu; Chengliang Liu 003; Zhihui Lai 001; Linlin Shen (AAAI, 2025)

Medical Image Segmentation with Auxiliary Points Prediction of Lesion Location and Boundary. - Yu Fan; Zhihui Lai 001; Heng Kong; Tianying Feng (ICASSP, 2025)

InstCNet: A Dual-Branch Network for Enhanced Tumor Diagnosis via Joint Segmentation and Classification. - Zhihui Lai 001; Xingxin Guo; Heng Kong; Israr Hussain; Xiaoling Luo 001 (ICIC (14), 2025)

A codebook-driven approach for low-light image enhancement. - Xu Wu; Xianxu Hou; Zhihui Lai 001; Jie Zhou 009; Ya-nan Zhang; Witold Pedrycz; Linlin Shen (Eng. Appl. Artif. Intell., 2025)

Self-inferring incomplete multi-view clustering. - Junjun Fan; Zeqi Ma; Jiajun Wen 001; Zhihui Lai 001; Wei-Cheng Xie 001; Wai Keung Wong (IET Comput. Vis., 2025)

Nonlinear multi-view clustering for non-negative matrix factorization. - Jinrong Cui; Bang Liufu; Yulu Fu; Meihua Wang; Zhihui Lai 001 (Neural Networks, 2025)

Separation of Unknown Features and Samples for Unbiased Source-free Open Set Domain Adaptation. - Fu Li; Yifan Lan; Yuwu Lu; Wai Keung Wong; Ming Zhao 011; Zhihui Lai 001; Xuelong Li 001 (Pattern Recognit., 2025)

Capped norm based discriminant robust regression learning. - Ning Liu; Zhihui Lai 001; Junhong Zhang; Can Gao; Heng Kong (Pattern Recognit., 2025)

Class and Domain Low-rank Tensor Learning for Multi-source Domain Adaptation. - Yuwu Lu; Huiling Fu; Zhihui Lai 001; Xuelong Li 001 (Pattern Recognit., 2025)

Characteristic discriminative prototype network with detailed interpretation for classification. - Jiajun Wen 001; Heng Kong; Zhihui Lai 001; Zhijie Zhu (Pattern Recognit., 2025)

Approximate geometric structure transfer for cross-domain image classification. - Wai Keung Wong; Yuwu Lu; Junyi Wu; Zhihui Lai 001; Xuelong Li 001 (Pattern Recognit., 2025)

Adaptive Dispersal and Collaborative Clustering for Few-Shot Unsupervised Domain Adaptation. - Yuwu Lu; Haoyu Huang; Wai Keung Wong; Xue Hu; Zhihui Lai 001; Xuelong Li 001 (IEEE Trans. Image Process., 2025)

Multiple Adaptation Network for Multi-Source and Multi-Target Domain Adaptation. - Yuwu Lu; Haoyu Huang; Xue Hu; Zhihui Lai 001 (IEEE Trans. Multim., 2025)

Prototype Contrastive Consistency Learning for Semi-Supervised Medical Image Segmentation. - Shihuan He; Zhihui Lai 001; Ruxin Wang; Heng Kong (CoRR, 2025)

Subspace Sequentially Iterative Leaning for Semi-Supervised SVM. - Jiajun Wen 001; Xi Chen 096; Heng Kong; Junhong Zhang; Zhihui Lai 001; Linlin Shen (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Learning the Optimal Discriminant SVM With Feature Extraction. - Junhong Zhang; Zhihui Lai 001; Heng Kong; Jian Yang 003 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Semi-Supervised Dual-Threshold Contrastive Learning for Ultrasound Image Classification and Segmentation. - Peng Zhang 057; Zhihui Lai 001; Heng Kong (CoRR, 2025)

A Review of Few-Shot and Zero-Shot Learning for Node Classification in Social Networks. - Junyang Chen 001; Rui Mi; Huan Wang 005; Huisi Wu; Jiqian Mo; Jingcai Guo; Zhihui Lai 001; Liang-Jie Zhang; Victor C. M. Leung (IEEE Trans. Comput. Soc. Syst., 2025)

Multi-scale feature fusion for breast tumor grading using dual-adaptive attention mechanisms. - Israr Hussain; Zhihui Lai 001; Heng Kong; Fazil Hussain (Pattern Recognit., 2026)