Zhihui Lai

275 papers A* 7A 2B 16Misc 5Journal 213Unranked 31
YearRankTypeTitle / Venue / Authors
2026 J jnl
A design principle for graph neural networks.
Pattern Recognit.
Foping Chen, Junhong Zhang, Guangfei Liang, Zhihui Lai
2026 J jnl
Efficient spectral embedding representation approximation for large-scale data clustering.
Pattern Recognit.
Jie Zhou, Xinxiang Zhang, Can Gao, Zhihui Lai, Witold Pedrycz
2026 J jnl
Energy-Driven Explicit Alignment Network: A Blended-Target Domain Adaptation Approach.
IEEE Trans. Multim.
Yuwu Lu, Yihan Yang, Wai Keung Wong, Anne Toomey, Zhihui Lai, Xuelong Li
2026 J jnl
Exploring Generic Knowledge and Reactivating Source Model for Source-Free Universal Domain Adaptation.
IEEE Trans. Multim.
Yuwu Lu, Yifan Lan, Huan Yang, Zhihui Lai, Xuelong Li
2026 J jnl
FGTBT: Frequency-Guided Task-Balancing Transformer for Unified Facial Landmark Detection.
CoRR
Jun Wan, Xinyu Xiong, Ning Chen, Zhihui Lai, Jie Zhou, Wenwen Min
2026 J jnl
FGTBT: Frequency-guided task-balancing transformer for unified facial landmark detection.
Inf. Sci.
Jun Wan, Xinyu Xiong, Ning Chen, Zhihui Lai, Jie Zhou, Wenwen Min
2026 A* conf
FaNe: Towards Fine-Grained Cross-Modal Contrast with False-Negative Reduction and Text-Conditioned Sparse Attention.
AAAI
Peng Zhang, Zhihui Lai, Wenting Chen, Xu Wu, Heng Kong
2026 J jnl
Globally localized alignment with category shifts for multisource domain adaptation.
Pattern Recognit.
Ming Zhao, Wanming Huang, Yuwu Lu, Zhihui Lai, Xuelong Li
2026 J jnl
Graph adiabatic diffusion neural networks for distribution-shift breast tumor image classification.
Neural Networks
Haoquan Lu, Zhihui Lai, Heng Kong
2026 J jnl
Interpretable facial landmark detection by multi-expert collaborative uncertainty-aware deep networks.
Neural Networks
Jun Wan, Hui Xi, Yuanzhi Yao, Hang Sun, Zhihui Lai, Jie Zhou
2026 J jnl
LighTwSVM: Efficient linear nonparallel classifier for millions of data.
Pattern Recognit.
Junhong Zhang, Zhihui Lai
2026 J jnl
Multi-scale feature fusion for breast tumor grading using dual-adaptive attention mechanisms.
Pattern Recognit.
Israr Hussain, Zhihui Lai, Heng Kong, Fazil Hussain
2026 J jnl
PLIMSeg: Pathology language-image matching for weakly supervised semantic segmentation of histopathology images.
Biomed. Signal Process. Control.
Meidan Ding, Xuechen Li, Wenting Chen, Songhe Deng, Linlin Shen, Zhihui Lai
2026 J jnl
Supervision-by-Hallucination-and-Transfer: A Weakly-Supervised Approach for Robust and Precise Facial Landmark Detection.
CoRR
Jun Wan, Yuanzhi Yao, Zhihui Lai, Jie Zhou, Xianxu Hou, Wenwen Min
2026 J jnl
Taylornet: Rethinking monomial-based graph neural networks with taylor expansion.
Pattern Recognit.
Foping Chen, Junhong Zhang, Zhihui Lai, Heng Kong
2025 J jnl
A Paradigm of Temporal-Weather-Aware Transition Pattern for POI Recommendation.
CAAI Trans. Intell. Technol.
Junyang Chen, Jingcai Guo, Huan Wang, Zhihui Lai, Qin Zhang, Kaishun Wu, Liang-Jie Zhang
2025 J jnl
A Review of Few-Shot and Zero-Shot Learning for Node Classification in Social Networks.
IEEE Trans. Comput. Soc. Syst.
Junyang Chen, Rui Mi, Huan Wang, Huisi Wu, Jiqian Mo, Jingcai Guo, Zhihui Lai, Liang-Jie Zhang, Victor C. M. Leung
2025 J jnl
A codebook-driven approach for low-light image enhancement.
Eng. Appl. Artif. Intell.
Xu Wu, Xianxu Hou, Zhihui Lai, Jie Zhou, Ya-Nan Zhang, Witold Pedrycz, Linlin Shen
2025 J jnl
Adaptive Dispersal and Collaborative Clustering for Few-Shot Unsupervised Domain Adaptation.
IEEE Trans. Image Process.
Yuwu Lu, Haoyu Huang, Wai Keung Wong, Xue Hu, Zhihui Lai, Xuelong Li
2025 J jnl
Approximate geometric structure transfer for cross-domain image classification.
Pattern Recognit.
Wai Keung Wong, Yuwu Lu, Junyi Wu, Zhihui Lai, Xuelong Li
2025 J jnl
CPSR-CLIP: Conditional Prompt-Induced Style Reconstruction for Zero-Shot Domain Adaptation.
IEEE Trans. Multim.
Jiayu Qian, Yuwu Lu, Wuyuan Xie, Zhihui Lai, Miaohui Wang, Xuelong Li
2025 J jnl
Capped norm based discriminant robust regression learning.
Pattern Recognit.
Ning Liu, Zhihui Lai, Junhong Zhang, Can Gao, Heng Kong
2025 J jnl
Characteristic discriminative prototype network with detailed interpretation for classification.
Pattern Recognit.
Jiajun Wen, Heng Kong, Zhihui Lai, Zhijie Zhu
2025 J jnl
Class and Domain Low-rank Tensor Learning for Multi-source Domain Adaptation.
Pattern Recognit.
Yuwu Lu, Huiling Fu, Zhihui Lai, Xuelong Li
2025 J jnl
FaNe: Towards Fine-Grained Cross-Modal Contrast with False-Negative Reduction and Text-Conditioned Sparse Attention.
CoRR
Peng Zhang, Zhihui Lai, Wenting Chen, Xu Wu, Heng Kong
2025 — conf
InstCNet: A Dual-Branch Network for Enhanced Tumor Diagnosis via Joint Segmentation and Classification.
ICIC (14)
Zhihui Lai, Xingxin Guo, Heng Kong, Israr Hussain, Xiaoling Luo
2025 A* conf
Joker: Joint Optimization Framework for Lightweight Kernel Machines.
ICML
Junhong Zhang, Zhihui Lai
2025 J jnl
Joker: Joint Optimization Framework for Lightweight Kernel Machines.
CoRR
Junhong Zhang, Zhihui Lai
2025 J jnl
Learning the Optimal Discriminant SVM With Feature Extraction.
IEEE Trans. Pattern Anal. Mach. Intell.
Junhong Zhang, Zhihui Lai, Heng Kong, Jian Yang
2025 J jnl
LightQANet: Quantized and Adaptive Feature Learning for Low-Light Image Enhancement.
CoRR
Xu Wu, Zhihui Lai, Xianxu Hou, Jie Zhou, Ya-Nan Zhang, Linlin Shen
2025 A* conf
Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading.
AAAI
Xiaoling Luo, Qihao Xu, Huisi Wu, Chengliang Liu, Zhihui Lai, Linlin Shen
2025 Misc conf
Medical Image Segmentation with Auxiliary Points Prediction of Lesion Location and Boundary.
ICASSP
Yu Fan, Zhihui Lai, Heng Kong, Tianying Feng
2025 J jnl
Multiple Adaptation Network for Multi-Source and Multi-Target Domain Adaptation.
IEEE Trans. Multim.
Yuwu Lu, Haoyu Huang, Xue Hu, Zhihui Lai
2025 J jnl
Nonlinear multi-view clustering for non-negative matrix factorization.
Neural Networks
Jinrong Cui, Bang Liufu, Yulu Fu, Meihua Wang, Zhihui Lai
2025 J jnl
Prototype Contrastive Consistency Learning for Semi-Supervised Medical Image Segmentation.
CoRR
Shihuan He, Zhihui Lai, Ruxin Wang, Heng Kong
2025 J jnl
READ3D-Net: Residual Autoencoder and GAN-Based 3-D Convolutional Network for Anomaly Detection.
IEEE Trans. Ind. Informatics
Yuwu Lu, Yinsheng Liu, Jiajun Wen, Yang Zhang, Yingyi Liang, Zhihui Lai, Linlin Shen
2025 — conf
Saliency-Guided Selection Driven Multi-scale Network for Breast Tumor Detection.
PRCV (13)
Xinfei Gu, Chengliang Liu, Xiaoling Luo, Qihao Xu, Zhihui Lai, Heng Kong
2025 J jnl
Self-inferring incomplete multi-view clustering.
IET Comput. Vis.
Junjun Fan, Zeqi Ma, Jiajun Wen, Zhihui Lai, Wei-Cheng Xie, Wai Keung Wong
2025 J jnl
Semantic Dual-Adversarial Network for Blended-Target Domain Adaptation.
IEEE Trans. Multim.
Yuwu Lu, Xue Hu, Haoyu Huang, Zhihui Lai, Xuelong Li
2025 A conf
Semi-Supervised Dual-Threshold Contrastive Learning for Ultrasound Image Classification and Segmentation.
ECAI
Peng Zhang, Zhihui Lai, Heng Kong
2025 J jnl
Semi-Supervised Dual-Threshold Contrastive Learning for Ultrasound Image Classification and Segmentation.
CoRR
Peng Zhang, Zhihui Lai, Heng Kong
2025 J jnl
Separation of Unknown Features and Samples for Unbiased Source-free Open Set Domain Adaptation.
Pattern Recognit.
Fu Li, Yifan Lan, Yuwu Lu, Wai Keung Wong, Ming Zhao, Zhihui Lai, Xuelong Li
2025 J jnl
Subspace Sequentially Iterative Leaning for Semi-Supervised SVM.
IEEE Trans. Emerg. Top. Comput. Intell.
Jiajun Wen, Xi Chen, Heng Kong, Junhong Zhang, Zhihui Lai, Linlin Shen
2025 — conf
UBDet: An Unsupervised Breast Tumor Detection Framework with Boundary-Aware Enhancement.
ICIC (22)
Xingxin Guo, Zhihui Lai, Heng Kong, Xiaoling Luo
2024 J jnl
A deep convolutional neural network for diabetic retinopathy detection via mining local and long-range dependence.
CAAI Trans. Intell. Technol.
Xiaoling Luo, Wei Wang, Yong Xu, Zhihui Lai, Xiaopeng Jin, Bob Zhang, David Zhang
2024 J jnl
A joint learning framework for optimal feature extraction and multi-class SVM.
Inf. Sci.
Zhihui Lai, Guangfei Liang, Jie Zhou, Heng Kong, Yuwu Lu
2024 — conf
BF-UNet: Bi-level Routing Attention U-shaped Network Based on Explicit Visual Prompt.
ICPR (5)
Yuanfei Xu, Zhihui Lai, Tao Wang, Shihuan He, Cairong Zhao, Heng Kong
2024 J jnl
Coarse-to-Fine Low-Light Image Enhancement With Light Restoration and Color Refinement.
IEEE Trans. Emerg. Top. Comput. Intell.
Xu Wu, Zhihui Lai, Shiqi Yu, Jie Zhou, Zhuoqian Liang, Linlin Shen
2024 J jnl
CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement.
CoRR
Xu Wu, Xianxu Hou, Zhihui Lai, Jie Zhou, Ya-Nan Zhang, Witold Pedrycz, Linlin Shen
2024 J jnl
Computational Technologies for Fashion Recommendation: A Survey.
ACM Comput. Surv.
Yujuan Ding, Zhihui Lai, P. Y. Mok, Tat-Seng Chua
2024 J jnl
Correlation-Guided Distribution and Geometry Alignments for Heterogeneous Domain Adaptation.
IEEE Trans. Multim.
Wai Keung Wong, Dewei Lin, Yuwu Lu, Jiajun Wen, Zhihui Lai, Xuelong Li
2024 B conf
Deep Scaling Factor Quantization Network for Large-scale Image Retrieval.
ICMR
Ziqing Deng, Zhihui Lai, Yujuan Ding, Heng Kong, Xu Wu
2024 J jnl
Deep semantics-preserving cross-modal hashing.
Big Data Res.
Zhihui Lai, Xiaomei Fang, Heng Kong
2024 J jnl
Discriminative transfer regression for low-rank and sparse subspace learning.
Eng. Appl. Artif. Intell.
Zhonghua Liu, Weihua Ou, Jinbo Liu, Kaibing Zhang, Zhihui Lai, Hao Xiong
2024 J jnl
GOAL: Generalized Jointly Sparse Linear Discriminant Regression for Feature Extraction.
IEEE Trans. Artif. Intell.
Haoquan Lu, Zhihui Lai, Junhong Zhang, Zhuozhen Yu, Jiajun Wen
2024 J jnl
Generalized robust linear discriminant analysis for jointly sparse learning.
Appl. Intell.
Yufei Zhu, Zhihui Lai, Can Gao, Heng Kong
2024 J jnl
Graph correlated discriminant embedding for multi-source domain adaptation.
Pattern Recognit.
Wai Keung Wong, Yuwu Lu, Zhihui Lai, Xuelong Li
2024 J jnl
Joint Sparse Locality Preserving Regression for Discriminative Learning.
IEEE Trans. Emerg. Top. Comput. Intell.
Weilin Huang, Zhihui Lai, Heng Kong, Junhong Zhang
2024 J jnl
LPRR: Locality preserving robust regression based jointly sparse feature extraction.
Inf. Sci.
Yufei Zhu, Jiajun Wen, Zhihui Lai, Jie Zhou, Heng Kong
2024 J jnl
Low-Light Enhancement Effect on Classification and Detection: An Empirical Study.
CoRR
Xu Wu, Zhihui Lai, Jie Zhou, Can Gao, Xianxu Hou, Ya-Nan Zhang, Linlin Shen
2024 J jnl
Low-Rank Correlation Learning for Unsupervised Domain Adaptation.
IEEE Trans. Multim.
Yuwu Lu, Wai Keung Wong, Chun Yuan, Zhihui Lai, Xuelong Li
2024 — conf
Low-confidence Heterogeneous Pixel-Prototype Contrastive Learning for Semi-supervised Medical Image Segmentation.
BIBM
Shihuan He, Zhihui Lai, Heng Kong
2024 J jnl
Multi-Source and Multi-Target Domain Adaptation Based on Dynamic Generator with Attention.
IEEE Trans. Multim.
Yuwu Lu, Haoyu Huang, Biqing Zeng, Zhihui Lai, Xuelong Li
2024 J jnl
Multi-view robust regression for feature extraction.
Pattern Recognit.
Zhihui Lai, Foping Chen, Jiajun Wen
2024 J jnl
NPSVC++: Nonparallel Classifiers Encounter Representation Learning.
CoRR
Junhong Zhang, Zhihui Lai, Jie Zhou, Guangfei Liang
2024 J jnl
Network characteristics adaption and hierarchical feature exploration for robust object recognition.
Pattern Recognit.
Weicheng Xie, Cheng Luo, Gui Wang, Linlin Shen, Zhihui Lai, Siyang Song
2024 J jnl
OCI-SSL: Open Class-Imbalanced Semi-Supervised Learning With Contrastive Learning.
IEEE Trans. Emerg. Top. Comput. Intell.
Yuting Zhou, Can Gao, Jie Zhou, Weiping Ding, Linlin Shen, Zhihui Lai
2024 J jnl
Precise Facial Landmark Detection by Dynamic Semantic Aggregation Transformer.
CoRR
Jun Wan, He Liu, Yujia Wu, Zhihui Lai, Wenwen Min, Jun Liu
2024 J jnl
Precise facial landmark detection by Dynamic Semantic Aggregation Transformer.
Pattern Recognit.
Jun Wan, He Liu, Yujia Wu, Zhihui Lai, Wenwen Min, Jun Liu
2024 J jnl
Support vector machine with discriminative low-rank embedding.
CAAI Trans. Intell. Technol.
Guangfei Liang, Zhihui Lai, Heng Kong
2024 J jnl
Typicality-Aware Adaptive Similarity Matrix for Unsupervised Learning.
IEEE Trans. Neural Networks Learn. Syst.
Jie Zhou, Can Gao, Xizhao Wang, Zhihui Lai, Jun Wan, Xiaodong Yue
2023 A* conf
A Closer Look at Classifier in Adversarial Domain Generalization.
ACM Multimedia
Ye Wang, Junyang Chen, Mengzhu Wang, Hao Li, Wei Wang, Houcheng Su, Zhihui Lai, Wei Wang, Zhenghan Chen
2023 J jnl
Adaptive weighted rain streaks model-driven deep network for single image deraining.
Expert Syst. Appl.
Ya-Nan Zhang, Linlin Shen, Zhihui Lai
2023 — conf
Adversarial Keyword Extraction and Semantic-Spatial Feature Aggregation for Clinical Report Guided Thyroid Nodule Segmentation.
PRCV (13)
Yudi Zhang, Wenting Chen, Xuechen Li, Linlin Shen, Zhihui Lai, Heng Kong
2023 J jnl
An enhanced vision transformer with wavelet position embedding for histopathological image classification.
Pattern Recognit.
Meidan Ding, Aiping Qu, Haiqin Zhong, Zhihui Lai, Shuomin Xiao, Penghui He
2023 — conf
CATrack: Convolution and Attention Feature Fusion for Visual Object Tracking.
PRCV (9)
Longkun Zhang, Jiajun Wen, Zichen Dai, Rouyi Zhou, Zhihui Lai
2023 J jnl
Computational Technologies for Fashion Recommendation: A Survey.
CoRR
Yujuan Ding, Zhihui Lai, P. Y. Mok, Tat-Seng Chua
2023 J jnl
Cross-domain structure learning for visual data recognition.
Pattern Recognit.
Yuwu Lu, Xingping Luo, Jiajun Wen, Zhihui Lai, Xuelong Li
2023 J jnl
Discriminative sparse least square regression for semi-supervised learning.
Inf. Sci.
Zhonghua Liu, Zhihui Lai, Weihua Ou, Kaibing Zhang, Hua Huo
2023 J jnl
Enhanced robust spatial feature selection and correlation filter learning for UAV tracking.
Neural Networks
Jiajun Wen, Hong-Lin Chu, Zhihui Lai, Tianyang Xu, Linlin Shen
2023 J jnl
Generalized multiview regression for feature extraction.
Inf. Sci.
Zhihui Lai, Yiling Lin, Jiacan Zheng, Jie Zhou, Heng Kong
2023 J jnl
Guided Discrimination and Correlation Subspace Learning for Domain Adaptation.
IEEE Trans. Image Process.
Yuwu Lu, Wai Keung Wong, Biqing Zeng, Zhihui Lai, Xuelong Li
2023 J jnl
Jointly sparse fast hashing with orthogonal learning for large-scale image retrieval.
Signal Process. Image Commun.
Honghao Xu, Zhihui Lai, Heng Kong
2023 J jnl
Low-Rank Linear Embedding for Robust Clustering.
IEEE Trans. Knowl. Data Eng.
Jie Zhou, Witold Pedrycz, Jun Wan, Can Gao, Zhihui Lai, Xiaodong Yue
2023 J jnl
Manifold transfer subspace learning based on double relaxed discriminative regression.
Artif. Intell. Rev.
Zhonghua Liu, Fa Zhu, Kaibing Zhang, Zhihui Lai, Hua Huo
2023 J jnl
Maximal Margin Support Vector Machine for Feature Representation and Classification.
IEEE Trans. Cybern.
Zhihui Lai, Xi Chen, Junhong Zhang, Heng Kong, Jiajun Wen
2023 B conf
Multi Task-Based Facial Expression Synthesis with Supervision Learning and Feature Disentanglement of Image Style.
ICIP
Wenya Lu, Zhibin Peng, Cheng Luo, Weicheng Xie, Jiajun Wen, Zhihui Lai, Linlin Shen
2023 J jnl
Multi-Layered Minutiae Extraction Based on Fusion-Attention for OCT Fingerprints.
IEEE Trans. Biom. Behav. Identity Sci.
Feng Liu, Wenfeng Zeng, Wentian Zhang, Lei Wang, Jun Cheng, Zhihui Lai
2023 J jnl
Multiview Jointly Sparse Discriminant Common Subspace Learning.
Pattern Recognit.
Yiling Lin, Zhihui Lai, Jie Zhou, Jiajun Wen, Heng Kong
2023 J jnl
Myoelectric Pattern Recognition Using Gramian Angular Field and Convolutional Neural Networks for Muscle-Computer Interface.
Sensors
Junjun Fan, Jiajun Wen, Zhihui Lai
2023 J jnl
Possibilistic Neighborhood Graph: A New Concept of Similarity Graph Learning.
IEEE Trans. Emerg. Top. Comput. Intell.
Can Gao, Yangbo Wang, Jie Zhou, Weiping Ding, Linlin Shen, Zhihui Lai
2023 J jnl
Precise Facial Landmark Detection by Reference Heatmap Transformer.
CoRR
Jun Wan, Jun Liu, Jie Zhou, Zhihui Lai, Linlin Shen, Hang Sun, Ping Xiong, Wenwen Min
2023 J jnl
Precise Facial Landmark Detection by Reference Heatmap Transformer.
IEEE Trans. Image Process.
Jun Wan, Jun Liu, Jie Zhou, Zhihui Lai, Linlin Shen, Hang Sun, Ping Xiong, Wenwen Min
2023 J jnl
Robust Twin Bounded Support Vector Classifier With Manifold Regularization.
IEEE Trans. Cybern.
Junhong Zhang, Zhihui Lai, Heng Kong, Linlin Shen
2023 J jnl
Robust and Precise Facial Landmark Detection by Self-Calibrated Pose Attention Network.
IEEE Trans. Cybern.
Jun Wan, Hui Xi, Jie Zhou, Zhihui Lai, Witold Pedrycz, Xu Wang, Hang Sun
2023 J jnl
Scatter matrix decomposition for jointly sparse learning.
Pattern Recognit.
Dongmei Mo, Zhihui Lai, Jie Zhou, Qinghua Hu
2023 J jnl
Temporal burstiness and collaborative camouflage aware fraud detection.
Inf. Process. Manag.
Zheng Zhang, Jun Wan, Mingyang Zhou, Zhihui Lai, Claudio J. Tessone, Guoliang Chen, Hao Liao
2023 J jnl
Tongue size and shape classification fusing segmentation features for traditional Chinese medicine diagnosis.
Neural Comput. Appl.
Yating Huang, Xuechen Li, Siting Zheng, Zhongliang Li, Sihan Li, Linlin Shen, Changen Zhou, Zhihui Lai
2022 B ed.
35th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2022, Shenzen, China, July 21-23, 2022
CMBS
Linlin Shen, Alejandro Rodríguez González, KC Santosh, Zhihui Lai, Rosa Sicilia, João Rafael Almeida, Bridget Kane
2022 J jnl
Asymmetric Transfer Hashing with Adaptive Bipartite Graph Learning.
CoRR
Jianglin Lu, Jie Zhou, Yudong Chen, Witold Pedrycz, Zhihui Lai, Kwok-Wai Hung
2022 J jnl
Boundary regression-based reep neural network for thyroid nodule segmentation in ultrasound images.
Neural Comput. Appl.
Zhihao Jin, Xuechen Li, Yudi Zhang, Linlin Shen, Zhihui Lai, Heng Kong
2022 B conf
Breast Lesions Segmentation using Dual-level UNet (DL-UNet).
CBMS
Yanjiao Zhao, Zhihui Lai, Linlin Shen, Heng Kong
2022 J jnl
Canonical Correlation Analysis With Low-Rank Learning for Image Representation.
IEEE Trans. Image Process.
Yuwu Lu, Wenjing Wang, Biqing Zeng, Zhihui Lai, Linlin Shen, Xuelong Li
2022 — conf
Correlated Matching and Structure Learning for Unsupervised Domain Adaptation.
PRCV (1)
Xingping Luo, Yuwu Lu, Jiajun Wen, Zhihui Lai
2022 J jnl
Discriminative Invariant Alignment for Unsupervised Domain Adaptation.
IEEE Trans. Multim.
Yuwu Lu, Desheng Li, Wenjing Wang, Zhihui Lai, Jie Zhou, Xuelong Li
2022 B conf
Dual Fusion Mass Detector for Mammogram Mass Detection.
CBMS
Shuo Liu, Zhihui Lai, Heng Kong, Linlin Shen
2022 J jnl
Facial Expression Recognition Based on Depth Fusion and Discriminative Association Learning.
Neural Process. Lett.
Xing Jin, Zhihui Lai, Wenyun Sun, Zhong Jin
2022 J jnl
Generalized Embedding Regression: A Framework for Supervised Feature Extraction.
IEEE Trans. Neural Networks Learn. Syst.
Jianglin Lu, Zhihui Lai, Hailing Wang, Yudong Chen, Jie Zhou, Linlin Shen
2022 J jnl
Global structure-guided neighborhood preserving embedding for dimensionality reduction.
Int. J. Mach. Learn. Cybern.
Can Gao, Yong Li, Jie Zhou, Witold Pedrycz, Zhihui Lai, Jun Wan, Jianglin Lu
2022 J jnl
GuidedStyle: Attribute knowledge guided style manipulation for semantic face editing.
Neural Networks
Xianxu Hou, Xiaokang Zhang, Hanbang Liang, Linlin Shen, Zhihui Lai, Jun Wan
2022 J jnl
Jointly sparse least square support vector machine.
Comput. Electr. Eng.
Xi Chen, Zhihui Lai
2022 J jnl
Mixed attention hourglass network for robust face alignment.
Int. J. Mach. Learn. Cybern.
Zou Yang, Xiongkai Shao, Jun Wan, Rong Gao, Zhihui Lai
2022 J jnl
Orthogonal autoencoder regression for image classification.
Inf. Sci.
Zhangjing Yang, Xinxin Wu, Pu Huang, Fanlong Zhang, Minghua Wan, Zhihui Lai
2022 J jnl
Relaxed Locality Preserving Supervised Discrete Hashing.
IEEE Trans. Big Data
Xiangxi Xu, Zhihui Lai, Yudong Chen
2022 J jnl
Restricted subgradient descend method for sparse signal learning.
Int. J. Mach. Learn. Cybern.
Jiajun Wen, Wai Keung Wong, Xiao-Li Hu, Hong-Lin Chu, Zhihui Lai
2022 J jnl
Robust Facial Landmark Detection by Multiorder Multiconstraint Deep Networks.
IEEE Trans. Neural Networks Learn. Syst.
Jun Wan, Zhihui Lai, Jing Li, Jie Zhou, Can Gao
2022 J jnl
Robust Jointly Sparse Fuzzy Clustering With Neighborhood Structure Preservation.
IEEE Trans. Fuzzy Syst.
Jie Zhou, Witold Pedrycz, Can Gao, Zhihui Lai, Jun Wan, Zhong Ming
2022 A* conf
Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation.
IJCAI
Tao Wang, Jianglin Lu, Zhihui Lai, Jiajun Wen, Heng Kong
2022 J jnl
Weighted Correlation Embedding Learning for Domain Adaptation.
IEEE Trans. Image Process.
Yuwu Lu, Qi Zhu, Bob Zhang, Zhihui Lai, Xuelong Li
2021 J jnl
Dual robust regression for pattern classification.
Inf. Sci.
Jianjun Qian, Shumin Zhu, Wai Keung Wong, Hengmin Zhang, Zhihui Lai, Jian Yang
2021 — conf
Fast Deep Asymmetric Hashing for Image Retrieval.
ACPR (2)
Chuangquan Lin, Zhihui Lai, Jianglin Lu, Jie Zhou
2021 B conf
Finger Vein Verification using Intrinsic and Extrinsic Features.
IJCB
Liying Lin, Haozhe Liu, Wentian Zhang, Feng Liu, Zhihui Lai
2021 J jnl
Learning Dynamic Relationships for Facial Expression Recognition Based on Graph Convolutional Network.
IEEE Trans. Image Process.
Xing Jin, Zhihui Lai, Zhong Jin
2021 Misc conf
Local Learning Joint with the Adaptive Graph for Subspace Representation.
ISKE
Yangbo Wang, Can Gao, Jie Zhou, Zhihui Lai
2021 J jnl
Locality Preserving Robust Regression for Jointly Sparse Subspace Learning.
IEEE Trans. Circuits Syst. Video Technol.
Ning Liu, Zhihui Lai, Xuechen Li, Yudong Chen, Dongmei Mo, Heng Kong, Linlin Shen
2021 — conf
Low-Rank Correlation Analysis for Discriminative Subspace Learning.
ACPR (2)
Jiacan Zheng, Zhihui Lai, Jianglin Lu, Jie Zhou
2021 J jnl
Low-rank adaptive graph embedding for unsupervised feature extraction.
Pattern Recognit.
Jianglin Lu, Hailing Wang, Jie Zhou, Yudong Chen, Zhihui Lai, Qinghua Hu
2021 J jnl
Manifold Transfer Learning via Discriminant Regression Analysis.
IEEE Trans. Multim.
Yuwu Lu, Wenjing Wang, Chun Yuan, Xuelong Li, Zhihui Lai
2021 — conf
Multi-scale Defective Samples Synthesis for Surface Defect Detection.
CCIS
Zirong Liu, Zhihui Lai, Can Gao
2021 J jnl
Principles for constructing three-way approximations of fuzzy sets: A comparative evaluation based on unsupervised learning.
Fuzzy Sets Syst.
Jie Zhou, Witold Pedrycz, Can Gao, Zhihui Lai, Xiaodong Yue
2021 J jnl
Projected fuzzy C-means clustering with locality preservation.
Pattern Recognit.
Jie Zhou, Witold Pedrycz, Xiaodong Yue, Can Gao, Zhihui Lai, Jun Wan
2021 J jnl
Relaxed local preserving regression for image feature extraction.
Multim. Tools Appl.
Jiaqi Bao, Zhihui Lai, Xuechen Li
2021 J jnl
Robust Face Alignment by Multi-Order High-Precision Hourglass Network.
IEEE Trans. Image Process.
Jun Wan, Zhihui Lai, Jun Liu, Jie Zhou, Can Gao
2021 J jnl
Robust and Precise Facial Landmark Detection by Self-Calibrated Pose Attention Network.
CoRR
Jun Wan, Hui Xi, Jie Zhou, Zhihui Lai, Witold Pedrycz, Xu Wang, Hang Sun
2021 J jnl
Robust facial landmark detection by cross-order cross-semantic deep network.
Neural Networks
Jun Wan, Zhihui Lai, Linlin Shen, Jie Zhou, Can Gao, Gang Xiao, Xianxu Hou
2021 J jnl
Robust sparse low-rank embedding for image dimension reduction.
Appl. Soft Comput.
Zhonghua Liu, Yue Lu, Zhihui Lai, Weihua Ou, Kaibing Zhang
2021 J jnl
Salience-Guided Iterative Asymmetric Mutual Hashing for Fast Person Re-Identification.
IEEE Trans. Image Process.
Cairong Zhao, Yuanpeng Tu, Zhihui Lai, Fumin Shen, Heng Tao Shen, Duoqian Miao
2021 — conf
TFNet: Transformer Fusion Network for Ultrasound Image Segmentation.
ACPR (1)
Tao Wang, Zhihui Lai, Heng Kong
2021 J jnl
Target redirected regression with dynamic neighborhood structure.
Inf. Sci.
Jianglin Lu, Jingxu Lin, Zhihui Lai, Hailing Wang, Jie Zhou
2021 B conf
Think About Boundary: Fusing Multi-level Boundary Information for Landmark Heatmap Regression.
IJCNN
Jinheng Xie, Jun Wan, Linlin Shen, Zhihui Lai
2021 J jnl
Two-dimensional jointly sparse robust discriminant regression.
Signal Process. Image Commun.
Zhihui Lai, Zhuozhen Yu, Heng Kong, Linlin Shen
2021 J jnl
WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification.
CoRR
Qiufu Li, Linlin Shen, Sheng Guo, Zhihui Lai
2021 J jnl
WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification.
IEEE Trans. Image Process.
Qiufu Li, Linlin Shen, Sheng Guo, Zhihui Lai
2021 J jnl
Weighted Double-Low-Rank Decomposition With Application to Fabric Defect Detection.
IEEE Trans Autom. Sci. Eng.
Dongmei Mo, Wai Keung Wong, Zhihui Lai, Jie Zhou
2020 J jnl
Adaptive Locality Preserving Regression.
IEEE Trans. Circuits Syst. Video Technol.
Jie Wen, Zuofeng Zhong, Zheng Zhang, Lunke Fei, Zhihui Lai, Runze Chen
2020 J jnl
Bilinear Supervised Hashing Based on 2D Image Features.
IEEE Trans. Circuits Syst. Video Technol.
Yujuan Ding, Wai Keung Wong, Zhihui Lai, Zheng Zhang
2020 — conf
Canonical Correlation Discriminative Learning for Domain Adaptation.
PPSN (1)
Wenjing Wang, Yuwu Lu, Zhihui Lai
2020 J jnl
Discriminative deep multi-task learning for facial expression recognition.
Inf. Sci.
Hao Zheng, Ruili Wang, Wanting Ji, Ming Zong, Wai Keung Wong, Zhihui Lai, Hexin Lv
2020 J jnl
Discriminative dual-stream deep hashing for large-scale image retrieval.
Inf. Process. Manag.
Yujuan Ding, Wai Keung Wong, Zhihui Lai, Zheng Zhang
2020 J jnl
Discriminative low-rank projection for robust subspace learning.
Int. J. Mach. Learn. Cybern.
Zhihui Lai, Jiaqi Bao, Heng Kong, Minghua Wan, Guowei Yang
2020 — book
Feature Learning and Understanding - Algorithms and Applications
Haitao Zhao, Zhihui Lai, Henry Leung, Xianyi Zhang
2020 J jnl
GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing.
CoRR
Xianxu Hou, Xiaokang Zhang, Linlin Shen, Zhihui Lai, Jun Wan
2020 J jnl
Image decomposition based matrix regression with applications to robust face recognition.
Pattern Recognit.
Jianjun Qian, Jian Yang, Yong Xu, Jin Xie, Zhihui Lai, Bob Zhang
2020 J jnl
Jointly Sparse Locality Regression for Image Feature Extraction.
IEEE Trans. Multim.
Dongmei Mo, Zhihui Lai, Xizhao Wang, Wai-Keung Wong
2020 B conf
Label Self-Adaption Hashing for Image Retrieval.
ICPR
Jianglin Lu, Zhihui Lai, Jingxu Lin, Qinghong Lin, Jie Zhou
2020 J jnl
Low-rank discriminative regression learning for image classification.
Neural Networks
Yuwu Lu, Zhihui Lai, Wai Keung Wong, Xuelong Li
2020 J jnl
Multigranulation rough-fuzzy clustering based on shadowed sets.
Inf. Sci.
Jie Zhou, Zhihui Lai, Duoqian Miao, Can Gao, Xiaodong Yue
2020 — conf
Multilinear Jointly Sparse Robust Discriminant Regression.
ICCPR
Zhuozhen Yu, Zhihui Lai, Yusheng Lai
2020 — conf
Nuclear-Norm-Based Jointly Sparse Regression for Two-Dimensional Image Regression.
PRCV (3)
Haosheng Su, Zhihui Lai, Ning Liu, Jun Wan
2020 J jnl
Robust Face Alignment by Multi-order High-precision Hourglass Network.
CoRR
Jun Wan, Zhihui Lai, Jun Liu, Jie Zhou, Can Gao
2020 J jnl
Robust Facial Landmark Detection by Cross-order Cross-semantic Deep Network.
CoRR
Jun Wan, Zhihui Lai, Linlin Shen, Jie Zhou, Can Gao, Gang Xiao, Xianxu Hou
2020 J jnl
Robust Facial Landmark Detection by Multi-order Multi-constraint Deep Networks.
CoRR
Jun Wan, Zhihui Lai, Jing Li, Jie Zhou, Can Gao
2020 J jnl
Robust Flexible Preserving Embedding.
IEEE Trans. Cybern.
Yuwu Lu, Wai Keung Wong, Zhihui Lai, Xuelong Li
2020 J jnl
Robust face alignment by cascaded regression and de-occlusion.
Neural Networks
Jun Wan, Jing Li, Zhihui Lai, Bo Du, Lefei Zhang
2020 J jnl
SVDTWDD Method for High Correct Recognition Rate Classifier With Appropriate Rejection Recognition Regions.
IEEE Access
Guowei Yang, Shaohua Qi, Teng Yu, Minghua Wan, Zhangjing Yang, Tianming Zhan, Fanlong Zhang, Zhihui Lai
2020 J jnl
Structured optimal graph based sparse feature extraction for semi-supervised learning.
Signal Process.
Zhonghua Liu, Zhihui Lai, Weihua Ou, Kaibing Zhang, Ruijuan Zheng
2020 J jnl
Study on 2D Feature-Based Hash Learning.
IEEE Trans. Multim.
Yujuan Ding, Wai Keung Wong, Zhihui Lai, Yudong Chen
2020 — conf
TU-Net: A Precise Network for Tongue Segmentation.
ICCPR
Yating Huang, Zhihui Lai, Wenjing Wang
2020 J jnl
Think about boundary: Fusing multi-level boundary information for landmark heatmap regression.
CoRR
Jinheng Xie, Jun Wan, Linlin Shen, Zhihui Lai
2020 A* conf
Wavelet Integrated CNNs for Noise-Robust Image Classification.
CVPR
Qiufu Li, Linlin Shen, Sheng Guo, Zhihui Lai
2020 J jnl
Wavelet Integrated CNNs for Noise-Robust Image Classification.
CoRR
Qiufu Li, Linlin Shen, Sheng Guo, Zhihui Lai
2019 J jnl
A general tensor representation framework for cross-view gait recognition.
Pattern Recognit.
Xianye Ben, Peng Zhang, Zhihui Lai, Rui Yan, Xinliang Zhai, Weixiao Meng
2019 J jnl
Adaptive Locality Preserving Regression.
CoRR
Jie Wen, Zuofeng Zhong, Zheng Zhang, Lunke Fei, Zhihui Lai, Runze Chen
2019 J jnl
An improve face representation and recognition method based on graph regularized non-negative matrix factorization.
Multim. Tools Appl.
Minghua Wan, Zhihui Lai, Zhong Ming, Guowei Yang
2019 J jnl
Bilinear Supervised Hashing Based on 2D Image Features.
CoRR
Yujuan Ding, Wai Keung Wong, Zhihui Lai, Zheng Zhang
2019 J jnl
Binary sparse signal recovery algorithms based on logic observation.
Pattern Recognit.
Xiao-Li Hu, Jiajun Wen, Zhihui Lai, Wai Keung Wong, Linlin Shen
2019 J jnl
Constrained shadowed sets and fast optimization algorithm.
Int. J. Intell. Syst.
Jie Zhou, Can Gao, Witold Pedrycz, Zhihui Lai, Xiaodong Yue
2019 J jnl
Constrained three-way approximations of fuzzy sets: From the perspective of minimal distance.
Inf. Sci.
Jie Zhou, Duoqian Miao, Can Gao, Zhihui Lai, Xiaodong Yue
2019 A* conf
Deep Supervised Hashing With Anchor Graph.
ICCV
Yudong Chen, Zhihui Lai, Yujuan Ding, Kaiyi Lin, Wai Keung Wong
2019 Misc conf
Generalized Dantzig Selector for Low-tubal-rank Tensor Recovery.
ICASSP
Andong Wang, Xulin Song, Xiyin Wu, Zhihui Lai, Zhong Jin
2019 J jnl
Generalized Robust Regression for Jointly Sparse Subspace Learning.
IEEE Trans. Circuits Syst. Video Technol.
Zhihui Lai, Dongmei Mo, Jiajun Wen, Linlin Shen, Wai Keung Wong
2019 J jnl
Global-and-local-structure-based neural network for fault detection.
Neural Networks
Haitao Zhao, Zhihui Lai, Yudong Chen
2019 J jnl
Granular maximum decision entropy-based monotonic uncertainty measure for attribute reduction.
Int. J. Approx. Reason.
Can Gao, Zhihui Lai, Jie Zhou, Jiajun Wen, Wai Keung Wong
2019 J jnl
Horizontal and Vertical Nuclear Norm-Based 2DLDA for Image Representation.
IEEE Trans. Circuits Syst. Video Technol.
Yuwu Lu, Chun Yuan, Zhihui Lai, Xuelong Li, David Zhang, Wai Keung Wong
2019 B conf
Introspective Gan for Meshface Recognition.
ICIP
Wenting Chen, Linlin Shen, Zhihui Lai
2019 Misc conf
Latent Schatten TT Norm for Tensor Completion.
ICASSP
Andong Wang, Xulin Song, Xiyin Wu, Zhihui Lai, Zhong Jin
2019 — conf
Latent Spatial Features Based on Generative Adversarial Networks for Face Anti-spoofing.
CCBR
Jingtian Xia, Yan Tang, Xi Jia, Linlin Shen, Zhihui Lai
2019 J jnl
Locally Joint Sparse Marginal Embedding for Feature Extraction.
IEEE Trans. Multim.
Dongmei Mo, Zhihui Lai, Wai-Keung Wong
2019 J jnl
Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation.
IEEE Trans. Cybern.
Yuwu Lu, Zhihui Lai, Xuelong Li, Wai Keung Wong, Chun Yuan, David Zhang
2019 J jnl
Neighborhood preserving neural network for fault detection.
Neural Networks
Haitao Zhao, Zhihui Lai
2019 J jnl
Noisy low-tubal-rank tensor completion.
Neurocomputing
Andong Wang, Zhihui Lai, Zhong Jin
2019 A conf
Pedestrian re-Identification Based on Tree Branch Network with Local and Global Learning.
ICME
Hui Li, Meng Yang, Zhihui Lai, Weishi Zheng, Zitong Yu
2019 J jnl
Pedestrian re-identification based on Tree branch network with local and global learning.
CoRR
Hui Li, Meng Yang, Zhihui Lai, Weishi Zheng, Zitong Yu
2019 J jnl
Principal Component Analysis based on Nuclear norm Minimization.
Neural Networks
Jian-Xun Mi, Ya-Nan Zhang, Zhihui Lai, Weisheng Li, Lifang Zhou, Fujin Zhong
2019 — conf
Robust Embedding Regression for Face Recognition.
PRCV (2)
Jiaqi Bao, Jianglin Lu, Zhihui Lai, Ning Liu, Yuwu Lu
2019 J jnl
Robust Jointly Sparse Regression with Generalized Orthogonal Learning for Image Feature Selection.
Pattern Recognit.
Dongmei Mo, Zhihui Lai
2019 J jnl
Robust Locally Discriminant Analysis via Capped Norm.
IEEE Access
Zhihui Lai, Ning Liu, Linlin Shen, Heng Kong
2019 Misc conf
Robust Low-tubal-rank Tensor Completion.
ICASSP
Andong Wang, Xulin Song, Xiyin Wu, Zhihui Lai, Zhong Jin
2019 — conf
Robust Object Tracking Based on Multi-granularity Sparse Representation.
IScIDE (1)
Hong-Lin Chu, Jiajun Wen, Zhihui Lai
2019 J jnl
Scalable Supervised Asymmetric Hashing With Semantic and Latent Factor Embedding.
IEEE Trans. Image Process.
Zheng Zhang, Zhihui Lai, Zi Huang, Wai Keung Wong, Guo-Sen Xie, Li Liu, Ling Shao
2019 J jnl
Structurally Incoherent Low-Rank 2DLPP for Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Yuwu Lu, Chun Yuan, Xuelong Li, Zhihui Lai, David Zhang, Linlin Shen
2018 B conf
Adaptive Locality Preserving based Discriminative Regression.
ICPR
Jie Wen, Lunke Fei, Zhihui Lai, Zheng Zhang, Jian Wu, Xiaozhao Fang
2018 J jnl
An integrated optimisation algorithm for feature extraction, dictionary learning and classification.
Neurocomputing
Yan Cui, Jielin Jiang, Zhihui Lai, Wai Keung Wong, Zuojin Hu
2018 J jnl
Jointly Sparse Hashing for Image Retrieval.
IEEE Trans. Image Process.
Zhihui Lai, Yudong Chen, Jian Wu, Wai Keung Wong, Fumin Shen
2018 — conf
Jointly Sparse Reconstructed Regression Learning.
PRCV (3)
Dongmei Mo, Zhihui Lai, Heng Kong
2018 J jnl
Learning Parts-Based and Global Representation for Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Yuwu Lu, Zhihui Lai, Xuelong Li, David Zhang, Wai Keung Wong, Chun Yuan
2018 J jnl
Low-Rank Linear Embedding for Image Recognition.
IEEE Trans. Multim.
Yudong Chen, Zhihui Lai, Wai Keung Wong, Linlin Shen, Qinghua Hu
2018 J jnl
Maximum decision entropy-based attribute reduction in decision-theoretic rough set model.
Knowl. Based Syst.
Can Gao, Zhihui Lai, Jie Zhou, Cairong Zhao, Duoqian Miao
2018 J jnl
New semi-supervised classification using a multi-modal feature joint L21-norm based sparse representation.
Signal Process. Image Commun.
Yan Cui, Jielin Jiang, Zhihui Lai, Zuojin Hu, Yuquan Jiang, Wai Keung Wong
2018 J jnl
Nuclear norm based two-dimensional sparse principal component analysis.
Int. J. Wavelets Multiresolution Inf. Process.
Yudong Chen, Zhihui Lai, Jiajun Wen, Can Gao
2018 J jnl
Regularized Label Relaxation Linear Regression.
IEEE Trans. Neural Networks Learn. Syst.
Xiaozhao Fang, Yong Xu, Xuelong Li, Zhihui Lai, Wai Keung Wong, Bingwu Fang
2018 J jnl
Robust Discriminant Regression for Feature Extraction.
IEEE Trans. Cybern.
Zhihui Lai, Dongmei Mo, Wai Keung Wong, Yong Xu, Duoqian Miao, David Zhang
2018 — conf
Robust Discriminative Principal Component Analysis.
CCBR
Xiangxi Xu, Zhihui Lai, Yudong Chen, Heng Kong
2018 J jnl
Robust Latent Subspace Learning for Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Xiaozhao Fang, Shaohua Teng, Zhihui Lai, Zhaoshui He, Shengli Xie, Wai Keung Wong
2018 J jnl
Robust jointly sparse embedding for dimensionality reduction.
Neurocomputing
Zhihui Lai, Yudong Chen, Dongmei Mo, Jiajun Wen, Heng Kong
2018 J jnl
Robust jointly sparse regression and its applications.
J. Ambient Intell. Humaniz. Comput.
Dongmei Mo, Zhihui Lai, Yuyang Meng
2018 J jnl
Robust principal component analysis via optimal mean by joint ℓ
Neurocomputing
Xiaoshuang Shi, Feiping Nie, Zhihui Lai, Zhenhua Guo
2018 J jnl
Rough possibilistic C-means clustering based on multigranulation approximation regions and shadowed sets.
Knowl. Based Syst.
Jie Zhou, Zhihui Lai, Can Gao, Duoqian Miao, Xiaodong Yue
2018 J jnl
Rough-Fuzzy Clustering Based on Two-Stage Three-Way Approximations.
IEEE Access
Jie Zhou, Zhihui Lai, Can Gao, Xiaodong Yue, Wai Keung Wong
2018 J jnl
Supervised discrete discriminant hashing for image retrieval.
Pattern Recognit.
Yan Cui, Jielin Jiang, Zhihui Lai, Zuojin Hu, Wai Keung Wong
2017 J jnl
A Locality-Constrained and Label Embedding Dictionary Learning Algorithm for Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Zhengming Li, Zhihui Lai, Yong Xu, Jian Yang, David Zhang
2017 J jnl
Active AU Based Patch Weighting for Facial Expression Recognition.
Sensors
Weicheng Xie, Linlin Shen, Meng Yang, Zhihui Lai
2017 — conf
Coarse-to-Fine Age Progression Based on Conditional GANs.
ACPR
Jiaxin Chen, Jianjun Qian, Zhihui Lai
2017 J jnl
Directional Gaussian Model for Automatic Speeding Event Detection.
IEEE Trans. Inf. Forensics Secur.
Jiajun Wen, Zhihui Lai, Zhong Ming, Wai Keung Wong, Zuofeng Zhong
2017 J jnl
Discriminative Elastic-Net Regularized Linear Regression.
IEEE Trans. Image Process.
Zheng Zhang, Zhihui Lai, Yong Xu, Ling Shao, Jian Wu, Guo-Sen Xie
2017 — conf
Joint Sparse Locality Preserving Projections.
SmartCom
Haibiao Liu, Zhihui Lai, Yudong Chen
2017 J jnl
Local graph embedding based on maximum margin criterion via fuzzy set.
Fuzzy Sets Syst.
Minghua Wan, Zhihui Lai, Guowei Yang, Zhangjing Yang, Fanlong Zhang, Hao Zheng
2017 J jnl
Low-Rank Embedding for Robust Image Feature Extraction.
IEEE Trans. Image Process.
Wai Keung Wong, Zhihui Lai, Jiajun Wen, Xiaozhao Fang, Yuwu Lu
2017 — conf
Multi-feature Joint Dictionary Learning for Face Recognition.
ACPR
Meng Yang, Qiangchang Wang, Wei Wen, Zhihui Lai
2017 J jnl
Nonnegative Discriminant Matrix Factorization.
IEEE Trans. Circuits Syst. Video Technol.
Yuwu Lu, Zhihui Lai, Yong Xu, Xuelong Li, David Zhang, Chun Yuan
2017 J jnl
Nuclear Norm-Based 2DLPP for Image Classification.
IEEE Trans. Multim.
Yuwu Lu, Chun Yuan, Zhihui Lai, Xuelong Li, Wai Keung Wong, David Zhang
2017 J jnl
Nuclear norm regularized coding with local position-patch and nonlocal similarity for face hallucination.
Digit. Signal Process.
Guangwei Gao, Jian Yang, Zhihui Lai, Pu Huang, Jielin Jiang, Hao Gao, Dong Yue
2017 J jnl
Orthogonal self-guided similarity preserving projection for classification and clustering.
Neural Networks
Xiaozhao Fang, Yong Xu, Xuelong Li, Zhihui Lai, Shaohua Teng, Lunke Fei
2017 — conf
Robust Jointly Sparse Regression for Image Feature Selection.
ACPR
Dongmei Mo, Zhihui Lai
2017 J jnl
Rotational Invariant Dimensionality Reduction Algorithms.
IEEE Trans. Cybern.
Zhihui Lai, Yong Xu, Jian Yang, Linlin Shen, David Zhang
2016 J jnl
Approximate Orthogonal Sparse Embedding for Dimensionality Reduction.
IEEE Trans. Neural Networks Learn. Syst.
Zhihui Lai, Wai Keung Wong, Yong Xu, Jian Yang, David Zhang
2016 J jnl
Breast cancer discriminant feature analysis for diagnosis via jointly sparse learning.
Neurocomputing
Heng Kong, Zhihui Lai, Xu Wang, Feng Liu
2016 J jnl
Low-Rank Preserving Projections.
IEEE Trans. Cybern.
Yuwu Lu, Zhihui Lai, Yong Xu, Xuelong Li, David Zhang, Chun Yuan
2016 B conf
Mutli-channel micro-structure difference descriptor for image retrieval.
ICPR
Xuekuan Wang, Cairong Zhao, Duoqian Miao, Cuijun Liu, Yipeng Chen, Zhihui Lai
2016 J jnl
Projective robust nonnegative factorization.
Inf. Sci.
Yuwu Lu, Zhihui Lai, Yong Xu, Jane You, Xuelong Li, Chun Yuan
2016 J jnl
Robust Semi-Supervised Subspace Clustering via Non-Negative Low-Rank Representation.
IEEE Trans. Cybern.
Xiaozhao Fang, Yong Xu, Xuelong Li, Zhihui Lai, Wai Keung Wong
2016 — conf
Saliency-Based Person Re-identification by Probability Histogram.
ACCV Workshops (3)
Zongyan Zhang, Cairong Zhao, Duoqian Miao, Xuekuan Wang, Zhihui Lai, Jian Yang
2016 — conf
Sparse Nuclear Norm Two Dimensional Principal Component Analysis.
CCBR
Yudong Chen, Zhihui Lai, Ye Zhang
2016 J jnl
The L
Pattern Recognit.
Jiajun Wen, Zhihui Lai, Yinwei Zhan, Jinrong Cui
2015 J jnl
A Framework of Joint Graph Embedding and Sparse Regression for Dimensionality Reduction.
IEEE Trans. Image Process.
Xiaoshuang Shi, Zhenhua Guo, Zhihui Lai, Yujiu Yang, Zhifeng Bao, David Zhang
2015 — conf
Band selection for Gabor feature based hyperspectral palmprint recognition.
ICB
Linlin Shen, Ziyi Dai, Sen Jia, Meng Yang, Zhihui Lai, Shiqi Yu
2015 J jnl
Joint Tensor Feature Analysis For Visual Object Recognition.
IEEE Trans. Cybern.
Wai Keung Wong, Zhihui Lai, Yong Xu, Jiajun Wen, Chu Po Ho
2015 J jnl
Learning a Nonnegative Sparse Graph for Linear Regression.
IEEE Trans. Image Process.
Xiaozhao Fang, Yong Xu, Xuelong Li, Zhihui Lai, Wai Keung Wong
2015 J jnl
Manifold discriminant regression learning for image classification.
Neurocomputing
Yuwu Lu, Zhihui Lai, Zizhu Fan, Jinrong Cui, Qi Zhu
2015 B conf
Orthogonal self-guided similarity preserving projections.
ICIP
Xiaozhao Fang, Yong Xu, Zheng Zhang, Zhihui Lai, Linlin Shen
2015 J jnl
RPCA-Based Tumor Classification Using Gene Expression Data.
IEEE ACM Trans. Comput. Biol. Bioinform.
Jin-Xing Liu, Yong Xu, Chun-Hou Zheng, Heng Kong, Zhihui Lai
2015 J jnl
Sparse nonlocal priors based two-phase approach for mixed noise removal.
Signal Process.
Jielin Jiang, Jian Yang, Yan Cui, Wai Keung Wong, Zhihui Lai
2014 J jnl
Face recognition by sparse discriminant analysis via joint L
Pattern Recognit.
Xiaoshuang Shi, Yujiu Yang, Zhenhua Guo, Zhihui Lai
2014 J jnl
Graph embedding discriminant analysis for face recognition.
Neural Comput. Appl.
Cairong Zhao, Zhihui Lai, Duoqian Miao, Zhihua Wei, Caihui Liu
2014 J jnl
Human Gait Recognition via Sparse Discriminant Projection Learning.
IEEE Trans. Circuits Syst. Video Technol.
Zhihui Lai, Yong Xu, Zhong Jin, David Zhang
2014 J jnl
Integrating Conventional and Inverse Representation for Face Recognition.
IEEE Trans. Cybern.
Yong Xu, Xuelong Li, Jian Yang, Zhihui Lai, David Zhang
2014 J jnl
Joint Video Frame Set Division and Low-Rank Decomposition for Background Subtraction.
IEEE Trans. Circuits Syst. Video Technol.
Jiajun Wen, Yong Xu, Jinhui Tang, Yinwei Zhan, Zhihui Lai, Xiao-Tang Guo
2014 J jnl
Modified Principal Component Analysis: An Integration of Multiple Similarity Subspace Models.
IEEE Trans. Neural Networks Learn. Syst.
Zizhu Fan, Yong Xu, Wangmeng Zuo, Jian Yang, Jinhui Tang, Zhihui Lai, David Zhang
2014 J jnl
Multilinear Sparse Principal Component Analysis.
IEEE Trans. Neural Networks Learn. Syst.
Zhihui Lai, Yong Xu, Qingcai Chen, Jian Yang, David Zhang
2014 B conf
Optimal Feature Selection for Robust Classification via l2, 1-Norms Regularization.
ICPR
Jiajun Wen, Zhihui Lai, Wai Keung Wong, Jinrong Cui, Minghua Wan
2014 J jnl
Optimal representation set construction with a competitive scheme for palmprint and face recognition.
Int. J. Comput. Math.
Jiajun Wen, Jinrong Cui, Zhihui Lai, Jian-Xun Mi, Xiao-Tang Guo
2014 J jnl
Sparse Alignment for Robust Tensor Learning.
IEEE Trans. Neural Networks Learn. Syst.
Zhihui Lai, Wai Keung Wong, Yong Xu, Cairong Zhao, Mingming Sun
2013 J jnl
K-local hyperplane distance nearest neighbor classifier oriented local discriminant analysis.
Inf. Sci.
Jie Xu, Jian Yang, Zhihui Lai
2013 — conf
Sparse Principal Component Analysis via Joint L 2, 1-Norm Penalty.
Australasian Conference on Artificial Intelligence
Xiaoshuang Shi, Zhihui Lai, Zhenhua Guo, Minghua Wan, Cairong Zhao, Heng Kong
2013 J jnl
Sparse Tensor Discriminant Analysis.
IEEE Trans. Image Process.
Zhihui Lai, Yong Xu, Jian Yang, Jinhui Tang, David Zhang
2013 J jnl
Two-dimensional color uncorrelated discriminant analysis for face recognition.
Neurocomputing
Cairong Zhao, Duoqian Miao, Zhihui Lai, Can Gao, Chuancai Liu, Jingyu Yang
2013 J jnl
Using the idea of the sparse representation to perform coarse-to-fine face recognition.
Inf. Sci.
Yong Xu, Qi Zhu, Zizhu Fan, David Zhang, Jian-Xun Mi, Zhihui Lai
2012 — conf
A Competitive Sample Selection Method for Palmprint Recognition.
IScIDE
Jiajun Wen, Jinrong Cui, Zhihui Lai, Jian-Xun Mi
2012 J jnl
Dynamic transition embedding for image feature extraction and recognition.
Neural Comput. Appl.
Zhihui Lai, Zhong Jin, Jian Yang, Mingming Sun
2012 J jnl
Sparse Approximation to the Eigensubspace for Discrimination.
IEEE Trans. Neural Networks Learn. Syst.
Zhihui Lai, Wai Keung Wong, Zhong Jin, Jian Yang, Yong Xu
2011 — conf
Sparse bilinear preserving projections.
ACPR
Zhihui Lai, Qingcai Chen, Zhong Jin
2011 J jnl
Sparse two-dimensional local discriminant projections for feature extraction.
Neurocomputing
Zhihui Lai, Minghua Wan, Zhong Jin, Jian Yang
2010 B conf
Sparse Embedding Visual Attention Systems Combined with Edge Information.
ICPR
Cairong Zhao, Chuancai Liu, Zhihui Lai, Jingyu Yang
2010 B conf
Sparse Local Discriminant Projections for Feature Extraction.
ICPR
Zhihui Lai, Zhong Jin, Jian Yang, Wai Keung Wong
2010 B conf
Tangent space discriminant analysis for feature extraction.
ICIP
Zhihui Lai, Zhong Jin, Wai Keung Wong