Zhi-Hui Lai

Most-cited papers

Wavelet Integrated CNNs for Noise-Robust Image Classification
Qiufu Li, Linlin Shen, Sheng Guo, Zhi-Hui Lai
2020Computer Vision and Pattern Recognition259 citations Open access
Semantic Scholar
WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification
Qiufu Li, Linlin Shen, Sheng Guo, Zhi-Hui Lai
2021IEEE Transactions on Image Processing153 citations Open access
Semantic Scholar
Structured optimal graph based sparse feature extraction for semi-supervised learning
Zhong-Hua Liu, Zhi-Hui Lai, Weihua Ou, Kai-Bing Zhang +1 more
2020Signal Processing132 citations
Semantic Scholar
Scalable Supervised Asymmetric Hashing With Semantic and Latent Factor Embedding
Zheng Zhang, Zhi-Hui Lai, Zi Huang, W. Wong +3 more
2019IEEE Transactions on Image Processing96 citations
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Projected fuzzy C-means clustering with locality preservation
Jie Zhou, W. Pedrycz, Xiaodong Yue, Can Gao +2 more
2020Pattern Recognition90 citations
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Multigranulation rough-fuzzy clustering based on shadowed sets
Jie Zhou, Zhi-Hui Lai, Duo-Qian Miao, Can Gao +1 more
2020Information Sciences87 citations
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GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing
Xian-Xu Hou, Xiaokang Zhang, Hanbang Liang, Linlin Shen +2 more
2020Neural Networks79 citations Open access
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Discriminative deep multi-task learning for facial expression recognition
Hao-Ze Zheng, Ruili Wang, Wanting Ji, M. Zong +3 more
2020Information Sciences78 citations
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Robust Face Alignment by Multi-Order High-Precision Hourglass Network
Jun Wan, Zhi-Hui Lai, Jun Liu, Jie Zhou +1 more
2020IEEE Transactions on Image Processing74 citations Open access
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Deep Supervised Hashing With Anchor Graph
Yudong Chen, Zhi-Hui Lai, Yujuan Ding, Kaiyi Lin +1 more
2019IEEE International Conference on Computer Vision73 citations
Semantic Scholar
A deep convolutional neural network for diabetic retinopathy detection via mining local and long-range dependence
Xiaoling Luo, Wen Wang, Yong Xu, Zhi-Hui Lai +3 more
2023CAAI Transactions on Intelligence Technology70 citations Open access
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Low-rank adaptive graph embedding for unsupervised feature extraction
Jiang-Lin Lu, Hai-Ling Wang, Jie Zhou, Yudong Chen +2 more
2020Pattern Recognition66 citations
Semantic Scholar
Generalized Robust Regression for Jointly Sparse Subspace Learning
Zhi-Hui Lai, Dongmei Mo, Jiajun Wen, L. Shen +1 more
2019IEEE transactions on circuits and systems for video technology (Print)64 citations Open access
Semantic Scholar
Discriminative Invariant Alignment for Unsupervised Domain Adaptation
Yu-Wu Lu, Desheng Li, Wenjing Wang, Zhi-Hui Lai +2 more
2022IEEE transactions on multimedia63 citations Open access
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Robust Facial Landmark Detection by Multiorder Multiconstraint Deep Networks
Jun Wan, Zhi-Hui Lai, Jing Li, Jie Zhou +1 more
2020IEEE Transactions on Neural Networks and Learning Systems63 citations Open access
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Principal Component Analysis based on Nuclear norm Minimization
Jian-Xun Mi, Ya-nan Zhang, Zhi-Hui Lai, Weisheng Li +2 more
2019Neural Networks62 citations
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Adaptive Locality Preserving Regression
Jie Wen, Zuofeng Zhong, Zheng Zhang, Lunke Fei +2 more
2019IEEE transactions on circuits and systems for video technology (Print)58 citations Open access
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Noisy low-tubal-rank tensor completion
Andong Wang, Zhi-Hui Lai, Zhong Jin
2019Neurocomputing54 citations
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Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation
Yu-Wu Lu, Zhi-Hui Lai, Xue-Long Li, W. Wong +2 more
2019IEEE Transactions on Cybernetics50 citations Open access
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Weighted Double-Low-Rank Decomposition With Application to Fabric Defect Detection
Dongmei Mo, Wai-Keung Wong, Zhi-Hui Lai, Jie Zhou
2021IEEE Transactions on Automation Science and Engineering49 citations
Semantic Scholar
Granular maximum decision entropy-based monotonic uncertainty measure for attribute reduction
Can Gao, Zhi-Hui Lai, Jie Zhou, Jiajun Wen +1 more
2019International Journal of Approximate Reasoning49 citations Open access
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Robust Jointly Sparse Fuzzy Clustering With Neighborhood Structure Preservation
Jie Zhou, W. Pedrycz, Can Gao, Zhi-Hui Lai +2 more
2022IEEE transactions on fuzzy systems44 citations
Semantic Scholar
Learning Dynamic Relationships for Facial Expression Recognition Based on Graph Convolutional Network
Xing Jin, Zhi-Hui Lai, Zhong Jin
2021IEEE Transactions on Image Processing42 citations
Semantic Scholar
Neighborhood preserving neural network for fault detection
Hai-Tao Zhao, Zhi-Hui Lai
2019Neural Networks42 citations
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Global-and-local-structure-based neural network for fault detection
Hai-Tao Zhao, Zhi-Hui Lai, Yudong Chen
2019Neural Networks37 citations
Semantic Scholar
Robust sparse low-rank embedding for image dimension reduction
Zhong-Hua Liu, Yue M. Lu, Zhi-Hui Lai, Weihua Ou +1 more
2021Applied Soft Computing36 citations
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Manifold Transfer Learning via Discriminant Regression Analysis
Yu-Wu Lu, Wenjing Wang, C. Yuan, Xue-Long Li +1 more
2021IEEE transactions on multimedia33 citations
Semantic Scholar
Robust face alignment by cascaded regression and de-occlusion
Jun Wan, Jing Li, Zhi-Hui Lai, Bo Du +1 more
2019Neural Networks32 citations
Semantic Scholar
Weighted Correlation Embedding Learning for Domain Adaptation
Yu-Wu Lu, Qi Zhu, Bob Zhang, Zhi-Hui Lai +1 more
2022IEEE Transactions on Image Processing31 citations
Semantic Scholar
Robust Jointly Sparse Regression with Generalized Orthogonal Learning for Image Feature Selection
Dongmei Mo, Zhi-Hui Lai
2019Pattern Recognition31 citations
Semantic Scholar
Generalized Embedding Regression: A Framework for Supervised Feature Extraction
Jiang-Lin Lu, Zhi-Hui Lai, Hai-Ling Wang, Yudong Chen +2 more
2020IEEE Transactions on Neural Networks and Learning Systems30 citations
Semantic Scholar
Principles for constructing three-way approximations of fuzzy sets: A comparative evaluation based on unsupervised learning
Jie Zhou, W. Pedrycz, Can Gao, Zhi-Hui Lai +1 more
2020Fuzzy Sets Syst.30 citations
Semantic Scholar
Robust and Precise Facial Landmark Detection by Self-Calibrated Pose Attention Network
Jun Wan, Hui Xi, Jie Zhou, Zhi-Hui Lai +3 more
2021IEEE Transactions on Cybernetics29 citations Open access
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Image decomposition based matrix regression with applications to robust face recognition
J. Qian, Jian Yang, Yong Xu, Jin Xie +2 more
2020Pattern Recognition27 citations
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Structurally Incoherent Low-Rank 2DLPP for Image Classification
Yu-Wu Lu, Chun Yuan, Xue-Long Li, Zhi-Hui Lai +2 more
2019IEEE transactions on circuits and systems for video technology (Print)25 citations
Semantic Scholar
Horizontal and Vertical Nuclear Norm-Based 2DLDA for Image Representation
Yu-Wu Lu, C. Yuan, Zhi-Hui Lai, Xue-Long Li +2 more
2019IEEE transactions on circuits and systems for video technology (Print)25 citations
Semantic Scholar
Salience-Guided Iterative Asymmetric Mutual Hashing for Fast Person Re-Identification
Cai-Rong Zhao, Yuanpeng Tu, Zhi-Hui Lai, Fu-Min Shen +2 more
2021IEEE Transactions on Image Processing24 citations
Semantic Scholar
Robust Facial Landmark Detection by Cross-order Cross-semantic Deep Network
Jun Wan, Zhi-Hui Lai, Linlin Shen, Jie Zhou +3 more
2020Neural Networks23 citations Open access
Semantic Scholar
Discriminative low-rank projection for robust subspace learning
Zhi-Hui Lai, Jiaqi Bao, Heng Kong, M. Wan +1 more
2020International Journal of Machine Learning and Cybernetics23 citations
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Target redirected regression with dynamic neighborhood structure
Jiang-Lin Lu, Jingxu Lin, Zhi-Hui Lai, Hai-Ling Wang +1 more
2021Information Sciences21 citations
Semantic Scholar
Principal Component Analysis
Hai-Tao Zhao, Zhi-Hui Lai, Henry Leung, Xian-Yi Zhang
2020Univariate, Bivariate, and Multivariate Statistics Using R20 citations Open access
Semantic Scholar
Discriminative dual-stream deep hashing for large-scale image retrieval
Yujuan Ding, W. Wong, Zhi-Hui Lai, Zheng Zhang
2020Information Processing & Management20 citations
Semantic Scholar
Locality Preserving Robust Regression for Jointly Sparse Subspace Learning
Ning Liu, Zhi-Hui Lai, Xuechen Li, Yudong Chen +3 more
2020IEEE transactions on circuits and systems for video technology (Print)19 citations
Semantic Scholar
Constrained three-way approximations of fuzzy sets: From the perspective of minimal distance
Jie Zhou, Duo-Qian Miao, Can Gao, Zhi-Hui Lai +1 more
2019Information Sciences19 citations
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Orthogonal autoencoder regression for image classification
Zhangjing Yang, Xin-Xin Wu, Pu Huang, Fanlong Zhang +2 more
2022Information Sciences18 citations
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Robust Low-tubal-rank Tensor Completion
Andong Wang, Xulin Song, Xi-Yin Wu, Zhi-Hui Lai +1 more
2019IEEE International Conference on Acoustics, Speech, and Signal Processing17 citations
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A novel force-based two-dimensional tool centre error identification method in single-point diamond turning
Guo-Qing Zhang, Yuqi Dai, Zhi-Hui Lai
2021Precision engineering16 citations
Semantic Scholar
Locally Joint Sparse Marginal Embedding for Feature Extraction
Dongmei Mo, Zhi-Hui Lai, W. Wong
2019IEEE transactions on multimedia15 citations
Semantic Scholar
Robust Flexible Preserving Embedding
Yu-Wu Lu, W. Wong, Zhi-Hui Lai, Xue-Long Li
2019IEEE Transactions on Cybernetics15 citations
Semantic Scholar
Constrained shadowed sets and fast optimization algorithm
Jie Zhou, Can Gao, W. Pedrycz, Zhi-Hui Lai +1 more
2019International Journal of Intelligent Systems15 citations Open access
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