Lei Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 87

Top Venues

Knowl. Based Syst.

Neurocomputing

Medical Image Anal.

IEEE Trans. Cogn. Dev. Syst.

Publications

Xin Wei, Lei Zhang, Jianwei Zhang, Junyou Wang, Wenjie Liu, Jiaqi Li, Xian Jiang
Decoupled Sequential Detection Head for accurate acne detection. Knowl. Based Syst. 284 (2024)
Jianwei Zhang, Lei Zhang, Dong Li, Lituan Wang
A Unified Search Framework for Data Augmentation and Neural Architecture on Small-Scale Image Data Sets. IEEE Trans. Cogn. Dev. Syst. 16 (2) (2024)
Yan Wang, Liangli Zhen, Jianwei Zhang, Miqing Li, Lei Zhang, Zizhou Wang, Yangqin Feng, Yu Xue, Xiao Wang, Zheng Chen, Tao Luo, Rich Siow Mong Goh, Yong Liu
MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis. IEEE Trans. Evol. Comput. 28 (3) (2024)
Zhenbin Wang, Lei Zhang, Lituan Wang, Zhenwei Zhang
Soft Masked Mamba Diffusion Model for CT to MRI Conversion. CoRR (2024)
Yu Lei, Haolun Luo, Lituan Wang, Zhenwei Zhang, Lei Zhang
PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix Augmentation. ICIC (6) (2024)
Yuchen Yuan, Lituan Wang, Lei Zhang
Improving vessel connectivity in retinal vessel segmentation via adversarial learning. Knowl. Based Syst. 262 (2023)
Zizhou Wang, Lei Zhang, Xin Shu, Yan Wang, Yangqin Feng
Consistent representation via contrastive learning for skin lesion diagnosis. Comput. Methods Programs Biomed. 242 (2023)
Xingyu Xie, Lei Zhang, Yan Wang, Zizhou Wang, Yu Hua
Learning representation via indirect feature decorrelation with bi-vector-based contrastive learning for clustering. Inf. Sci. 625 (2023)
Jianwei Zhang, Lei Zhang, Junyou Wang, Xin Wei, Jiaqi Li, Xian Jiang, Dan Du
SA-RPN: A Spacial Aware Region Proposal Network for Acne Detection. IEEE J. Biomed. Health Informatics 27 (11) (2023)
Dong Li, Lei Zhang, Jianwei Zhang, Xingyu Xie
Convolutional Feature Descriptor Selection for Mammogram Classification. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Wei Huang, Xin Shu, Zizhou Wang, Chaoyue Chen, Yang Zhang, Lei Zhang, Jianguo Xu
Boundary-Aware Network With Topological Consistency Constraint for Optic Chiasm Segmentation. IEEE Trans. Artif. Intell. 4 (6) (2023)
Xin Shu, Lei Zhang, Jiao Qu, Lituan Wang, Zizhou Wang, Wenjing Zhang, Ying Wang, Su Lui
Deep Slice-Crossed Network With Local Weighted Loss for Brain Metastases Segmentation. IEEE Trans. Cogn. Dev. Syst. 15 (3) (2023)
Xin Shu, Lei Zhang, Zizhou Wang, Lituan Wang, Zhang Yi
Fine-grained recognition: Multi-granularity labels and category similarity matrix. Knowl. Based Syst. 273 (2023)
Le Yi, Lei Zhang, Xiuyuan Xu, Jixiang Guo
Multi-Label Softmax Networks for Pulmonary Nodule Classification Using Unbalanced and Dependent Categories. IEEE Trans. Medical Imaging 42 (1) (2023)
Minjuan Zhu, Lei Zhang, Lituan Wang, Dong Li, Jianwei Zhang, Zhang Yi
Robust co-teaching learning with consistency-based noisy label correction for medical image classification. Int. J. Comput. Assist. Radiol. Surg. 18 (4) (2023)
Shuo Tan, Lei Zhang, Xin Shu, Zizhou Wang
A feature-wise attention module based on the difference with surrounding features for convolutional neural networks. Frontiers Comput. Sci. 17 (6) (2023)
Jiayi Li, Lei Zhang, Xin Shu, Yuen Teng, Jianguo Xu
Multi-instance learning based on spatial continuous category representation for case-level meningioma grading in MRI images. Appl. Intell. 53 (12) (2023)
Lituan Wang, Lei Zhang, Xin Shu, Zhang Yi
Intra-class consistency and inter-class discrimination feature learning for automatic skin lesion classification. Medical Image Anal. 85 (2023)
Zizhou Wang, Xin Shu, Yan Wang, Yangqin Feng, Lei Zhang, Zhang Yi
A Feature Space-Restricted Attention Attack on Medical Deep Learning Systems. IEEE Trans. Cybern. 53 (8) (2023)
Wenjie Liu, Lei Zhang, Lizhang Xie, Ting Hu, Guangjun Li, Sen Bai, Zhang Yi
Multilayer perceptron neural network with regression and ranking loss for patient-specific quality assurance. Knowl. Based Syst. 271 (2023)
Lei Zhang, Jiacheng Pei, Kaixin Bai, Zhaopeng Chen, Jianwei Zhang
A Closed-Loop Multi-perspective Visual Servoing Approach with Reinforcement Learning. ROBIO (2023)
Jianwei Zhang, Lei Zhang, Yan Wang, Junyou Wang, Xin Wei, Wenjie Liu
An Efficient Multi-Objective Evolutionary Zero-Shot Neural Architecture Search Framework for Image Classification. Int. J. Neural Syst. 33 (5) (2023)
Xiaofeng Qi, Junjie Hu, Lei Zhang, Sen Bai, Zhang Yi
Automated Segmentation of the Clinical Target Volume in the Planning CT for Breast Cancer Using Deep Neural Networks. IEEE Trans. Cybern. 52 (5) (2022)
Yu Hua, Xin Shu, Zizhou Wang, Lei Zhang
Uncertainty-Guided Voxel-Level Supervised Contrastive Learning for Semi-Supervised Medical Image Segmentation. Int. J. Neural Syst. 32 (4) (2022)
Yan Wang, Lei Zhang, Xin Shu, Yangqin Feng, Zhang Yi, Qing Lv
Feature-Sensitive Deep Convolutional Neural Network for Multi-Instance Breast Cancer Detection. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (4) (2022)
Wenjie Liu, Xin Shu, Lei Zhang, Dong Li, Qing Lv
Deep Multiscale Multi-Instance Networks With Regional Scoring for Mammogram Classification. IEEE Trans. Artif. Intell. 3 (3) (2022)
Yijie Yu, Lei Zhang, Xin Shu, Zizhou Wang, Chaoyue Chen, Jianguo Xu
A Coarse-to-Fine Network for Craniopharyngioma Segmentation. MLMI@MICCAI (2022)
Wenjie Liu, Lei Zhang, Guyu Dai, Xiangbin Zhang, Guangjun Li, Zhang Yi
Deep Neural Network With Structural Similarity Difference and Orientation-Based Loss for Position Error Classification in the Radiotherapy of Graves' Ophthalmopathy Patients. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Yuchen Yuan, Lei Zhang, Lituan Wang, Haiying Huang
Multi-Level Attention Network for Retinal Vessel Segmentation. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Jianwei Zhang, Dong Li, Lituan Wang, Lei Zhang
Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture. CoRR (2022)
Lituan Wang, Lei Zhang, Xiaofeng Qi, Zhang Yi
Deep Attention-Based Imbalanced Image Classification. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Han Wang, Junjie Hu, Ying Song, Lei Zhang, Sen Bai, Zhang Yi
Multi-view fusion segmentation for brain glioma on CT images. Appl. Intell. 52 (7) (2022)
Wei Huang, Xin Shu, Zizhou Wang, Lei Zhang, Chaoyue Chen, Jianguo Xu, Zhang Yi
Feature Pyramid Network With Level-Aware Attention for Meningioma Segmentation. IEEE Trans. Emerg. Top. Comput. Intell. 6 (5) (2022)
Ting Hu, Lizhang Xie, Lei Zhang, Guangjun Li, Zhang Yi
Deep Multimodal Neural Network Based on Data-Feature Fusion for Patient-Specific Quality Assurance. Int. J. Neural Syst. 32 (1) (2022)
Yan Wang, Yangqin Feng, Lei Zhang, Joey Tianyi Zhou, Yong Liu, Rick Siow Mong Goh, Liangli Zhen
Adversarial multimodal fusion with attention mechanism for skin lesion classification using clinical and dermoscopic images. Medical Image Anal. 81 (2022)
Xiaofeng Qi, Fasheng Yi, Lei Zhang, Yao Chen, Yong Pi, Yuanyuan Chen, Jixiang Guo, Jianyong Wang, Quan Guo, Jilan Li, Yi Chen, Qing Lv, Zhang Yi
Computer-aided diagnosis of breast cancer in ultrasonography images by deep learning. Neurocomputing 472 (2022)
Yan Wang, Zizhou Wang, Yangqin Feng, Lei Zhang
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification. IEEE Trans. Medical Imaging 41 (3) (2022)
Dong Li, Lituan Wang, Ting Hu, Lei Zhang, Qing Lv
Deep Multiinstance Mammogram Classification With Region Label Assignment Strategy and Metric-Based Optimization. IEEE Trans. Cogn. Dev. Syst. 14 (4) (2022)
Junjie Hu, Ying Song, Lei Zhang, Sen Bai, Zhang Yi
Multi-scale attention U-net for segmenting clinical target volume in graves' ophthalmopathy. Neurocomputing 427 (2021)
Xingyu Xie, Minjuan Zhu, Yan Wang, Lei Zhang
Prob-CLR: A probabilistic approach to learn discriminative representation. Knowl. Based Syst. 229 (2021)
Yan Wang, Yangqin Feng, Lei Zhang, Zizhou Wang, Qing Lv, Zhang Yi
Deep adversarial domain adaptation for breast cancer screening from mammograms. Medical Image Anal. 73 (2021)
Shangming Yang, Lei Zhang, Xiaofei He, Zhang Yi
Learning Manifold Structures With Subspace Segmentations. IEEE Trans. Cybern. 51 (4) (2021)
Zizhou Wang, Lei Zhang, Xin Shu, Qing Lv, Zhang Yi
An End-to-End Mammogram Diagnosis: A New Multi-Instance and Multiscale Method Based on Single-Image Feature. IEEE Trans. Cogn. Dev. Syst. 13 (3) (2021)
Zizhou Wang, Xin Shu, Chaoyue Chen, Yuen Teng, Lei Zhang, Jianguo Xu
A semi-symmetric domain adaptation network based on multi-level adversarial features for meningioma segmentation. Knowl. Based Syst. 228 (2021)
Jingyue Chen, Lei Zhang, Lu Lu, Qilei Li, Moufa Hu, Xiaomin Yang
A novel medical image fusion method based on Rolling Guidance Filtering. Internet Things 14 (2021)
Ting Hu, Lei Zhang, Lizhang Xie, Zhang Yi
A multi-instance networks with multiple views for classification of mammograms. Neurocomputing 443 (2021)
Jianwei Zhang, Dong Li, Lituan Wang, Lei Zhang
One-Shot Neural Architecture Search by Dynamically Pruning Supernet in Hierarchical Order. Int. J. Neural Syst. 31 (7) (2021)
Xiuyuan Xu, Chengdi Wang, Jixiang Guo, Yuncui Gan, Jianyong Wang, Hongli Bai, Lei Zhang, Weimin Li, Zhang Yi
MSCS-DeepLN: Evaluating lung nodule malignancy using multi-scale cost-sensitive neural networks. Medical Image Anal. 65 (2020)
Xin Shu, Lei Zhang, Zizhou Wang, Qing Lv, Zhang Yi
Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification. IEEE Trans. Medical Imaging 39 (6) (2020)
Lituan Wang, Lei Zhang, Minjuan Zhu, Xiaofeng Qi, Zhang Yi
Automatic diagnosis for thyroid nodules in ultrasound images by deep neural networks. Medical Image Anal. 61 (2020)
Lizhang Xie, Lei Zhang, Ting Hu, Haiying Huang, Zhang Yi
Neural networks model based on an automated multi-scale method for mammogram classification. Knowl. Based Syst. 208 (2020)
Wangyang Ying, Lei Zhang, Hongli Deng
Sichuan dialect speech recognition with deep LSTM network. Frontiers Comput. Sci. 14 (2) (2020)
Lituan Wang, Lei Zhang, Jianyong Wang, Zhang Yi
Memory Mechanisms for Discriminative Visual Tracking Algorithms With Deep Neural Networks. IEEE Trans. Cogn. Dev. Syst. 12 (1) (2020)
Yangqin Feng, Lei Zhang, Juan Mo
Deep Manifold Preserving Autoencoder for Classifying Breast Cancer Histopathological Images. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (1) (2020)
Junjie Hu, Yuanyuan Chen, Lei Zhang, Zhang Yi
Surrogate dropout: Learning optimal drop rate through proxy. Knowl. Based Syst. 206 (2020)
Tao He, Lei Zhang, Jixiang Guo, Zhang Yi
Multilabel classification by exploiting data-driven pair-wise label dependence. Int. J. Intell. Syst. 35 (9) (2020)
Juan Mo, Lei Zhang, Yan Wang, Haiying Huang
Iterative 3D feature enhancement network for pancreas segmentation from CT images. Neural Comput. Appl. 32 (16) (2020)
Yao Zhou, Lei Zhang, Zhang Yi
Predicting movie box-office revenues using deep neural networks. Neural Comput. Appl. 31 (6) (2019)
Akira Hirose, Alessio Micheli, Artur S. d'Avila Garcez, Choon Ki Ahn, Gang Pan, Hamid Reza Karimi, Jianbing Shen, José de Jesús Rubio, Lei Zhang, Lingjia Liu, Lorenzo Livi, Nian Zhang, Nishchal K. Verma, Pedro Antonio Gutiérrez, Qi Tian, Qinglai Wei, Seiichi Ozawa, Stuart H. Rubin, Wei-Neng Chen, Xi Li, Xiaofeng Liao, Youmin Zhang, Zhen Ni, Haibo He
Editorial: Booming of Neural Networks and Learning Systems. IEEE Trans. Neural Networks Learn. Syst. 30 (1) (2019)
Yan Wang, Lei Zhang, Lituan Wang, Zizhou Wang
Multitask Learning for Object Localization With Deep Reinforcement Learning. IEEE Trans. Cogn. Dev. Syst. 11 (4) (2019)
Hongli Deng, Lei Zhang, Lituan Wang
Global context-dependent recurrent neural network language model with sparse feature learning. Neural Comput. Appl. 31 (S-2) (2019)
Xiaofeng Qi, Lei Zhang, Yao Chen, Yong Pi, Yi Chen, Qing Lv, Zhang Yi
Automated diagnosis of breast ultrasonography images using deep neural networks. Medical Image Anal. 52 (2019)
Jixiang Guo, Lei Zhang, Yuanyuan Chen, Wei Tang
An Interactive System for Detection and Analysis of Mandibular Cystic Lesions. DASC/PiCom/DataCom/CyberSciTech (2019)
Hongli Deng, Lei Zhang, Lituan Wang
Sentence representation and classification using attention and additional language information. ICACI (2018)
Qianjun Zhang, Lei Zhang
Convolutional adaptive denoising autoencoders for hierarchical feature extraction. Frontiers Comput. Sci. 12 (6) (2018)
Juan Mo, Lei Zhang, Yangqin Feng
Exudate-based diabetic macular edema recognition in retinal images using cascaded deep residual networks. Neurocomputing 290 (2018)
Yuanyuan Chen, Lei Zhang, Zhang Yi
Subspace clustering using a low-rank constrained autoencoder. Inf. Sci. 424 (2018)
Yangqin Feng, Lei Zhang, Zhang Yi
Breast cancer cell nuclei classification in histopathology images using deep neural networks. Int. J. Comput. Assist. Radiol. Surg. 13 (2) (2018)
Lei Zhang, Zhang Yi, Shun-ichi Amari
Theoretical Study of Oscillator Neurons in Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29 (11) (2018)
Jianyong Wang, Lei Zhang, Yuanyuan Chen, Zhang Yi
A New Delay Connection for Long Short-Term Memory Networks. Int. J. Neural Syst. 28 (6) (2018)
Xiaomin Yang, Lihua Jian, Binyu Yan, Kai Liu, Lei Zhang, Yiguang Liu
A sparse representation based pansharpening method. Future Gener. Comput. Syst. 88 (2018)
Guangwu Qian, Lei Zhang
A simple feedforward convolutional conceptor neural network for classification. Appl. Soft Comput. 70 (2018)
Hongli Deng, Lei Zhang, Xin Shu
Feature memory-based deep recurrent neural network for language modeling. Appl. Soft Comput. 68 (2018)
Juan Mo, Lei Zhang, Yangqin Feng
A multi-level context fusion network for exudate segmentation in retinal images. ICACI (2018)
Jianyong Wang, Lei Zhang, Quan Guo, Zhang Yi
Recurrent Neural Networks With Auxiliary Memory Units. IEEE Trans. Neural Networks Learn. Syst. 29 (5) (2018)
Guangwu Qian, Lei Zhang, Qianjun Zhang
Fast Conceptor Classifier in Pre-trained Neural Networks for Visual Recognition. ISNN (2) (2017)
Yuchi Ma, Ning Yang, Lei Zhang, Philip S. Yu
Predicting neighbor label distributions in dynamic heterogeneous information networks. World Wide Web 20 (6) (2017)
Lituan Wang, Lei Zhang, Zhang Yi
Trajectory Predictor by Using Recurrent Neural Networks in Visual Tracking. IEEE Trans. Cybern. 47 (10) (2017)
Juan Mo, Lei Zhang
Multi-level deep supervised networks for retinal vessel segmentation. Int. J. Comput. Assist. Radiol. Surg. 12 (12) (2017)
Yuchi Ma, Ning Yang, Lei Zhang, Philip S. Yu
Spatial and semantical label inference for social media - A cross-network data fusion approach. Knowl. Inf. Syst. 53 (1) (2017)
Taisong Xiong, Lei Zhang, Zhang Yi
Double Gaussian mixture model for image segmentation with spatial relationships. J. Vis. Commun. Image Represent. 34 (2016)
Yuanyuan Chen, Lei Zhang, Zhang Yi
A Novel Low Rank Representation Algorithm for Subspace Clustering. Int. J. Pattern Recognit. Artif. Intell. 30 (4) (2016)
Xi Peng, Huajin Tang, Lei Zhang, Zhang Yi, Shijie Xiao
A Unified Framework for Representation-Based Subspace Clustering of Out-of-Sample and Large-Scale Data. IEEE Trans. Neural Networks Learn. Syst. 27 (12) (2016)
Quan Guo, Jia Jia, Guangyao Shen, Lei Zhang, Lianhong Cai, Zhang Yi
Learning robust uniform features for cross-media social data by using cross autoencoders. Knowl. Based Syst. 102 (2016)
Xi Peng, Miaolong Yuan, Zhiding Yu, Wei-Yun Yau, Lei Zhang
Semi-supervised subspace learning with L2graph. Neurocomputing 208 (2016)
Yin Kuang, Lei Zhang, Zhang Yi
-graphs for subspace learning via recurrent neural networks. Pattern Anal. Appl. 18 (4) (2015)
Waqas Jadoon, Lei Zhang, Yi Zhang
Extended collaborative neighbor representation for robust single-sample face recognition. Neural Comput. Appl. 26 (8) (2015)
Taisong Xiong, Zhang Yi, Lei Zhang
Grayscale image segmentation by spatially variant mixture model with student's t-distribution. Multim. Tools Appl. 72 (1) (2014)
Yuanyuan Chen, Lei Zhang, Zhang Yi
Nearest convex hull classification by using Lotka-Volterra recurrent neural networks. Neurocomputing 138 (2014)
Xi Peng, Lei Zhang, Zhang Yi, Kok Kiong Tan
Learning locality-constrained collaborative representation for robust face recognition. Pattern Recognit. 47 (9) (2014)
Taisong Xiong, Lei Zhang, Zhang Yi
Robust t-distribution mixture modeling via spatially directional information. Neural Comput. Appl. 24 (6) (2014)
Yin Kuang, Lei Zhang, Zhang Yi
An adaptive rank-sparsity K-SVD algorithm for image sequence denoising. Pattern Recognit. Lett. 45 (2014)
Yin Kuang, Lei Zhang, Zhang Yi
Image Denoising Via Sparse Dictionaries Constructed by Subspace Learning. Circuits Syst. Signal Process. 33 (7) (2014)
Waqas Jadoon, Yi Zhang, Lei Zhang
Graph-Based Features Extraction via datum Adaptive Weighted Collaborative Representation for Face Recognition. Int. J. Pattern Recognit. Artif. Intell. 28 (2) (2014)
Xi Peng, Lei Zhang, Zhang Yi
An Out-of-sample Extension of Sparse Subspace Clustering and Low Rank Representation for Clustering Large Scale Data Sets. CoRR (2013)
Xi Peng, Lei Zhang, Zhang Yi
Inductive Sparse Subspace Clustering CoRR (2013)
Yin Kuang, Zhang Yi, Lei Zhang
An improved code selection algorithm for fault prediction. Neural Comput. Appl. 22 (7-8) (2013)
Waqas Jadoon, Zhang Yi, Lei Zhang
-minimization approach. Pattern Recognit. Lett. 34 (2) (2013)
Xi Peng, Lei Zhang, Zhang Yi
Scalable Sparse Subspace Clustering. CVPR (2013)
Xi Peng, Lei Zhang, Zhang Yi, Kok Kiong Tan
Learning Locality-Constrained Collaborative Representation for Face Recognition CoRR (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lei Zhang