Li Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 106

Top Venues

Publications

Shenzhi Yang, Li Zhang, Xiaofang Zhang
FastGAT: Simple and Efficient Graph Attention Neural Network with Global-Aware Adaptive Computational Node Attention. ICASSP (2024)
Xinyi Chen, Li Zhang, Lei Zhao, Xiaofang Zhang
Constrained feature weighting for semi-supervised learning. Appl. Intell. 54 (20) (2024)
Yangtao Xue, Li Zhang
Adaptive Pair-Weight Vector Projection Classifier for Semi-Supervised Classification. IEEE Trans. Consumer Electron. 70 (1) (2024)
Leilei Yan, Li Zhang, Xiaohan Zheng, Fanzhang Li
Deep feature network with multi-scale fusion for highly congested crowd counting. Int. J. Mach. Learn. Cybern. 15 (3) (2024)
Chuangwei Wang, Li Zhang, Xiaofang Zhang
Multi-grained contextual code representation learning for commit message generation. Inf. Softw. Technol. 167 (2024)
Li Zhang, Lingbin Jin, Min Gan, Lei Zhao, Hongwei Yin
Reinforced feature selection using Q-learning based on collaborative agents. Int. J. Mach. Learn. Cybern. 14 (11) (2023)
Huangkai Zhang, Li Zhang
Weak Correlation-Based Discriminative Dictionary Learning for Image Classification. PAKDD (1) (2023)
Qiang Dai, Xi Cheng, Li Zhang, Le-Kang Sun
Adaptive Multispectral Encoding Network for Image Demoiréing. IEEE Trans. Instrum. Meas. 72 (2023)
Changzhi Su, Li Zhang, Lei Zhao
Online local fisher risk minimization: a new online kernel method for online classification. Appl. Intell. 53 (14) (2023)
Xiaohan Zheng, Li Zhang, Zhiqiang Xu
L1-norm Laplacian support vector machine for data reduction in semi-supervised learning. Neural Comput. Appl. 35 (17) (2023)
Leilei Yan, Fanzhang Li, Xiaohan Zheng, Li Zhang
Few-Shot Learning via Task-Aware Discriminant Local Descriptors Network. CIKM (2023)
Leilei Yan, Fanzhang Li, Li Zhang, Xiaohan Zheng
Discriminant space metric network for few-shot image classification. Appl. Intell. 53 (14) (2023)
Xinyi Chen, Li Zhang, Lei Zhao
Iterative constraint score based on hypothesis margin for semi-supervised feature selection. Knowl. Based Syst. 271 (2023)
Li Zhang, Leilei Yan, Mengqian Zhang, Jingang Lu
CNN: a novel method for crowd counting via two-task convolutional neural network. Vis. Comput. 39 (1) (2023)
Xiaohan Sun, Li Zhang
Multi-order nearest neighbor prediction for recommendation systems. Digit. Signal Process. 127 (2022)
Qiang Dai, Xi Cheng, Li Zhang
Multi-spectral Dynamic Feature Encoding Network for Image Demoiréing. ICANN (4) (2022)
Xiang Yu, Li Zhang, Mei Shen
Nantong Blue Calico Image Dataset and Its Recognition. CEC (2022)
Leilei Yan, Li Zhang, Xiaohan Zheng, Fanzhang Li
Deeper multi-column dilated convolutional network for congested crowd understanding. Neural Comput. Appl. 34 (2) (2022)
Xiaohan Zheng, Li Zhang, Zhengqi Zhang
Sparse Support Vector Machine with Fisher-Regularizer for Data Reduction. IJCNN (2022)
Xiaohan Zheng, Li Zhang, Leilei Yan
Sparse discriminant twin support vector machine for binary classification. Neural Comput. Appl. 34 (19) (2022)
Li Zhang, Meng-Qian Zhang, Xuerui Lv
HEp-2 image classification using a multi-class and multiple-binary classifier. Medical Biol. Eng. Comput. 60 (11) (2022)
Min Gan, Li Zhang
Q-Learning with Fisher Score for Feature Selection of Large-Scale Data Sets. KSEM (2021)
Jiaqi Wang, Li Zhang
Discriminant Mutual Information for Text Feature Selection. DASFAA (2) (2021)
Zhengqi Zhang, Li Zhang, Meng Zhang
Dissimilarity-based nearest neighbor classifier for single-sample face recognition. Vis. Comput. 37 (4) (2021)
Yan Zhang, Zhao Zhang, Yang Wang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang
Dual-Constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior. Int. J. Comput. Vis. 129 (12) (2021)
Li Zhang, Xiaohan Zheng, Qing-Qing Pang, Weida Zhou
Fast Gaussian kernel support vector machine recursive feature elimination algorithm. Appl. Intell. 51 (12) (2021)
Xiaohan Zheng, Li Zhang, Leilei Yan
-Norm Twin Bounded Support Vector Machine. NCAA (2021)
Li Zhang, Zepeng Li, Xiaohan Sun
Iterative rating prediction for neighborhood-based collaborative filtering. Appl. Intell. 51 (10) (2021)
Min Gan, Li Zhang
Iteratively local fisher score for feature selection. Appl. Intell. 51 (8) (2021)
Zepeng Li, Li Zhang
Fast neighbor user searching for neighborhood-based collaborative filtering with hybrid user similarity measures. Soft Comput. 25 (7) (2021)
Houshun Yu, Li Zhang
Partial Feature Aggregation Network for Real-Time Object Counting. ICASSP (2021)
Xuerui Lv, Li Zhang
Residual Gated Recurrent Unit-Based Stacked Network for Stock Trend Prediction from Limit Order Book. KSEM (2021)
Xiaohan Zheng, Li Zhang, Leilei Yan
CTSVM: A robust twin support vector machine with correntropy-induced loss function for binary classification problems. Inf. Sci. 559 (2021)
Xuerui Lv, Li Zhang
Feature Fusion Learning Based on LSTM and CNN Networks for Trend Analysis of Limit Order Books. ICONIP (4) (2021)
Qing-Qing Pang, Li Zhang
A recursive feature retention method for semi-supervised feature selection. Int. J. Mach. Learn. Cybern. 12 (9) (2021)
Li Zhang, Qing-Qing Pang, Zhiqiang Xu, Xiaohan Zheng
Data Reduction for Noisy Data Classification Using Semi-supervised Manifold-Preserving Graph Reduction. ICONIP (5) (2020)
Xiaohan Zheng, Li Zhang, Leilei Yan
Feature Selection Using Sparse Twin Support Vector Machine with Correntropy-Induced Loss. KSEM (1) (2020)
Baige Tang, Li Zhang
Local preserving logistic I-Relief for semi-supervised feature selection. Neurocomputing 399 (2020)
Qing-Qing Pang, Li Zhang
Semi-supervised neighborhood discrimination index for feature selection. Knowl. Based Syst. 204 (2020)
Yan Zhang, Zhao Zhang, Zheng Zhang, Mingbo Zhao, Li Zhang, Zhengjun Zha, Meng Wang
Deep Self-representative Concept Factorization Network for Representation Learning. SDM (2020)
Qing-Qing Pang, Li Zhang
Fast Backward Iterative Laplacian Score for Unsupervised Feature Selection. KSEM (1) (2020)
Li Zhang, Xiaohan Sun, Jiangfei Cheng, Zepeng Li
Reliable Neighbors-Based Collaborative Filtering for Recommendation Systems. NCAA (2020)
Shi Xu, Li Zhang
Densely Multi-path Network for Single Image Super-Resolution. ICONIP (1) (2020)
Chengxiang Hu, Li Zhang
A dynamic framework for updating neighborhood multigranulation approximations with the variation of objects. Inf. Sci. 519 (2020)
Houshun Yu, Li Zhang
LCNet: A Light-Weight Network for Object Counting. ICONIP (1) (2020)
Chengxiang Hu, Li Zhang
Efficient approaches for maintaining dominance-based multigranulation approximations with incremental granular structures. Int. J. Approx. Reason. 126 (2020)
Xiaohan Zheng, Li Zhang, Leilei Yan
Feature Selection Using Sparse Twin Bounded Support Vector Machine. ICONIP (2) (2020)
Yulin Sun, Zhao Zhang, Weiming Jiang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang
Discriminative Local Sparse Representation by Robust Adaptive Dictionary Pair Learning. IEEE Trans. Neural Networks Learn. Syst. 31 (10) (2020)
Qing-Qing Pang, Li Zhang
Forward Iterative Feature Selection Based on Laplacian Score. ICONIP (2) (2020)
Li Zhang, Xiaohan Zheng, Zhiqiang Xu
Semi-supervised Feature Selection Using Sparse Laplacian Support Vector Machine. NCAA (2020)
Yan Zhang, Zhao Zhang, Zheng Zhang, Mingbo Zhao, Li Zhang, Zhengjun Zha, Meng Wang
Deep Self-representative Concept Factorization Network for Representation Learning. CoRR (2019)
Zhe Wang, Li Zhang, Bangjun Wang
Sparse modified marginal fisher analysis for facial expression recognition. Appl. Intell. 49 (7) (2019)
Jiangfei Cheng, Li Zhang
Jaccard Coefficient-Based Bi-clustering and Fusion Recommender System for Solving Data Sparsity. PAKDD (2) (2019)
Hongwei Yin, Fanzhang Li, Li Zhang, Zhao Zhang
Multi-view clustering via spectral embedding fusion. Soft Comput. 23 (1) (2019)
Baige Tang, Li Zhang
Multi-class Semi-supervised Logistic I-RELIEF Feature Selection Based on Nearest Neighbor. PAKDD (2) (2019)
Yangtao Xue, Li Zhang, Bangjun Wang, Fanzhang Li
Feature Selection Based on the Kullback-Leibler Distance and its Application on Fault Diagnosis. CBD (2019)
Li Zhang, Xiaojuan Huang, Weida Zhou
Logistic local hyperplane-Relief: A feature weighting method for classification. Knowl. Based Syst. 181 (2019)
Yulin Sun, Zhao Zhang, Weiming Jiang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang
Discriminative Local Sparse Representation by Robust Adaptive Dictionary Pair Learning. CoRR (2019)
Chengxiang Hu, Li Zhang, Bangjun Wang, Zhao Zhang, Fanzhang Li
Incremental updating knowledge in neighborhood multigranulation rough sets under dynamic granular structures. Knowl. Based Syst. 163 (2019)
Zhao Zhang, Weiming Jiang, Jie Qin, Li Zhang, Fanzhang Li, Min Zhang, Shuicheng Yan
Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier. CoRR (2019)
Leilei Yan, Li Zhang
Unsupervised Dimension Reduction Using Supervised Orthogonal Discriminant Projection for Clustering. HPCC/SmartCity/DSS (2019)
Zepeng Li, Li Zhang
Subspace Ensemble-Based Neighbor User Searching for Neighborhood-Based Collaborative Filtering. DASFAA (2) (2019)
Li Zhang, Xingning Lu
Feature Extraction Based on Support Vector Data Description. Neural Process. Lett. 49 (2) (2019)
Baige Tang, Li Zhang
Semi-supervised Feature Selection Based on Logistic I-RELIEF for Multi-classification. PRICAI (1) (2018)
Zhao Zhang, Fanzhang Li, Lei Jia, Jie Qin, Li Zhang, Shuicheng Yan
Robust Adaptive Embedded Label Propagation With Weight Learning for Inductive Classification. IEEE Trans. Neural Networks Learn. Syst. 29 (8) (2018)
Xiaohui Luo, Li Zhang, Fanzhang Li, Bangjun Wang
Graph Embedding-Based Ensemble Learning for Image Clustering. ICPR (2018)
Xiaojuan Huang, Li Zhang, Bangjun Wang, Fanzhang Li, Zhao Zhang
Feature clustering based support vector machine recursive feature elimination for gene selection. Appl. Intell. 48 (3) (2018)
Li Zhang, Xingning Lu
New fast feature selection methods based on multiple support vector data description. Appl. Intell. 48 (7) (2018)
Bangjun Wang, Liu Yang, Li Zhang, Fanzhang Li
Robust Multi-view Features Fusion Method Based on CNMF. ICONIP (4) (2018)
Zhao Zhang, Weiming Jiang, Jie Qin, Li Zhang, Fanzhang Li, Min Zhang, Shuicheng Yan
Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier. IEEE Trans. Neural Networks Learn. Syst. 29 (8) (2018)
Xiaojuan Huang, Li Zhang, Bangjun Wang, Zhao Zhang, Fanzhang Li
Feature weight estimation based on dynamic representation and neighbor sparse reconstruction. Pattern Recognit. 81 (2018)
Yangtao Xue, Li Zhang, Bangjun Wang, Baige Tang
Density-Induced Support Vector Data Description for Fault Detection on Tennessee Eastman Process. ICONIP (4) (2018)
Xinjian Wu, Li Zhang, Fanzhang Li, Bangjun Wang
A Novel Model for Multi-label Image Annotation. ICPR (2018)
Mengduo Yang, Fanzhang Li, Li Zhang, Zhao Zhang
Lie group impression for deep learning. Inf. Process. Lett. 136 (2018)
Li Zhang, Ya-Ping Lu, Bangjun Wang, Fanzhang Li, Zhao Zhang
Regularization. Neural Process. Lett. 47 (3) (2018)
Yan Zhang, Zhao Zhang, Jie Qin, Li Zhang, Bing Li, Fanzhang Li
Semi-supervised local multi-manifold Isomap by linear embedding for feature extraction. Pattern Recognit. 76 (2018)
Yangtao Xue, Li Zhang, Bangjun Wang, Zhao Zhang, Fanzhang Li
Nonlinear feature selection using Gaussian kernel SVM-RFE for fault diagnosis. Appl. Intell. 48 (10) (2018)
Li Zhang, Weida Zhou, Bangjun Wang, Zhao Zhang, Fanzhang Li
Applying 1-norm SVM with squared loss to gene selection for cancer classification. Appl. Intell. 48 (7) (2018)
Mengduo Yang, Fanzhang Li, Li Zhang, Zhao Zhang
Deep learning algorithm with visual impression. Inf. Process. Lett. 136 (2018)
Zhiqiang Xu, Li Zhang
Supervised Manifold-Preserving Graph Reduction for Noisy Data Classification. KSEM (1) (2018)
Zhao Zhang, Lei Wang, Lei Jia, Fanzhang Li, Li Zhang, Mingbo Zhao
Projective label propagation by label embedding: A deep label prediction framework for representation and classification. Knowl. Based Syst. 119 (2017)
Bangjun Wang, Li Zhang, Caili Wu, Fanzhang Li, Zhao Zhang
Spectral clustering based on similarity and dissimilarity criterion. Pattern Anal. Appl. 20 (2) (2017)
Zhao Zhang, Fanzhang Li, Mingbo Zhao, Li Zhang, Shuicheng Yan
Robust Neighborhood Preserving Projection by Nuclear/L2, 1-Norm Regularization for Image Feature Extraction. IEEE Trans. Image Process. 26 (4) (2017)
Bangjun Wang, Li Zhang, Fanzhang Li
Low-Frequency Representation for Face Recognition. ICONIP (6) (2017)
Zhao Zhang, Yan Zhang, Fanzhang Li, Ming-Bo Zhao, Li Zhang, Shuicheng Yan
Discriminative sparse flexible manifold embedding with novel graph for robust visual representation and label propagation. Pattern Recognit. 61 (2017)
Liqiang Qian, Li Zhang, Xing Bao, Fanzhang Li, Jiwen Yang
Supervised sparse neighbourhood preserving embedding. IET Image Process. 11 (3) (2017)
Tingwei Pei, Li Zhang, Bangjun Wang, Fanzhang Li, Zhao Zhang
Decision pyramid classifier for face recognition under complex variations using single sample per person. Pattern Recognit. 64 (2017)
Yangtao Xue, Li Zhang, Zhiwei Tao, Bangjun Wang, Fanzhang Li
An Altered Kernel Transformation for Time Series Classification. ICONIP (5) (2017)
Zhao Zhang, Weiming Jiang, Fanzhang Li, Mingbo Zhao, Bing Li, Li Zhang
Structured Latent Label Consistent Dictionary Learning for Salient Machine Faults Representation-Based Robust Classification. IEEE Trans. Ind. Informatics 13 (2) (2017)
Bangjun Wang, Li Zhang, Fanzhang Li
Supervised orthogonal discriminant projection based on double adjacency graphs for image classification. IET Image Process. 11 (11) (2017)
Xiaojuan Huang, Li Zhang, Bangjun Wang, Zhao Zhang, Fanzhang Li
Iterative Local Hyperlinear Learning Based Relief for Feature Weight Estimation. ICONIP (1) (2017)
Zhao Zhang, Lei Jia, Min Zhang, Bing Li, Li Zhang, Fanzhang Li
Discriminative clustering on manifold for adaptive transductive classification. Neural Networks 94 (2017)
Zhao Zhang, Mingbo Zhao, Fanzhang Li, Li Zhang, Shuicheng Yan
Robust Alternating Low-Rank Representation by joint Lp- and L2, p-norm minimization. Neural Networks 96 (2017)
Yangtao Xue, Li Zhang, Bangjun Wang
Dissimilarity-Based Sequential Backward Feature Selection Algorithm for Fault Diagnosis. ICONIP (4) (2017)
Li Zhang, Weida Zhou
Fisher-regularized support vector machine. Inf. Sci. (2016)
Zhao Zhang, Fanzhang Li, Mingbo Zhao, Li Zhang, Shuicheng Yan
Nuclear-norm regularized neighborhood preserving projection. ICIP (2016)
Zhao Zhang, Fanzhang Li, Ming-Bo Zhao, Li Zhang, Shuicheng Yan
Joint Low-Rank and Sparse Principal Feature Coding for Enhanced Robust Representation and Visual Classification. IEEE Trans. Image Process. 25 (6) (2016)
Wenxuan Xu, Li Zhang, Ya-Ping Lu
SD-MSAEs: Promoter recognition in human genome based on deep feature extraction. J. Biomed. Informatics 61 (2016)
Zhiwei Tao, Li Zhang, Bangjun Wang, Fanzhang Li
Time Series Classification Based on Multi-codebook Important Time Subsequence Approximation Algorithm. ICONIP (4) (2016)
Mei Lu, Xiang-Jun Zhao, Li Zhang, Fanzhang Li
Semi-supervised concept factorization for document clustering. Inf. Sci. 331 (2016)

Li Zhang.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Li Zhang