Lei Zhang - RankMe

153 papers A* 4A 2B 4C 1Journal 132Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep graph neural network with progressive graph structure denoising. Neural Comput. Appl. Weihua Ou, Wenchuan Zhang, Lei Zhang, HongBing Wang
2026	A*	`conf`	Geometric Correspondence Constrained Pseudo-Label Alignment for Source-Free Domain Adaptive Fundus Image Segmentation. AAAI Zhouhongyuan Hu, Lei Zhang, Lituan Wang, Zhenwei Zhang, Minjuan Zhu, Zhenbin Wang
2026	J	`jnl`	PriorsMatch: prior-level pseudo-labels for semi-supervised object detection on medical images. Frontiers Comput. Sci. Jiaqiang Chen, Lei Zhang, Wenjie Liu, Xin Wei, Jiaqi Li, Xian Jiang
2025	J	`jnl`	A Stability-Aware Dual-Head Network with Prototype-Based Consistency for Semi-Supervised Medical Image Segmentation. Int. J. Neural Syst. Leyi Zhang, Jiayi Li, Yu Yan, Xiaolong Xu, Lei Zhang
2025	J	`jnl`	Be your own doctor: Temperature scaling self-knowledge distillation for medical image classification. Neurocomputing Wenjie Liu, Lei Zhang, Xianliang Zhang, Xinyang Zhou, Xin Wei
2025	J	`jnl`	Boundary-Aware Test-Time Adaptation for Zero-Shot Medical Image Segmentation. CoRR Chenlin Xu, Lei Zhang, Lituan Wang, Xinyu Pu, Pengfei Ma, Guangwu Qian, Zizhou Wang, Yan Wang
2025	J	`jnl`	Boundary-sensitive Adaptive Decoupled Knowledge Distillation For Acne Grading. Appl. Intell. Xinyang Zhou, Wenjie Liu, Lei Zhang, Xianliang Zhang
2025	J	`jnl`	Cross-modal retrieval of chest X-ray images and diagnostic reports based on report entity graph and dual attention. Multim. Syst. Weihua Ou, Yingjie Chen, Linqing Liang, Jianping Gou, Jiahao Xiong, Jiacheng Zhang, Lingge Lai, Lei Zhang
2025	A*	`conf`	DC ACM Multimedia Chuan Zeng, Zhao Zhang, Wei Huang, Lei Zhang, Le Yi, Kefu Zhao
2025	J	`jnl`	EAUWSeg: Eliminating annotation uncertainty in weakly-supervised medical image segmentation. CoRR Lituan Wang, Lei Zhang, Wang Yan, Zhenbin Wang, Zhenwei Zhang, Zhang Yi
2025	J	`jnl`	Learning from certain regions of interest in medical images via probabilistic positive-unlabeled networks. Medical Image Anal. Le Yi, Lei Zhang, Kefu Zhao, Xiuyuan Xu
2025	J	`jnl`	Neural Dielet 2.0: A 128-Channel 2mm$\times$2mm Battery-Free Neural Dielet Merging Simultaneous Multi-Channel Transmission Through Multi-Carrier Orthogonal Backscatter. IEEE Trans. Biomed. Circuits Syst. Changgui Yang, Zhihuan Zhang, Lei Zhang, Yunshan Zhang, Zhuhao Li, Yuxuan Luo, Gang Pan, Bo Zhao
2024	J	`jnl`	A Unified Search Framework for Data Augmentation and Neural Architecture on Small-Scale Image Data Sets. IEEE Trans. Cogn. Dev. Syst. Jianwei Zhang, Lei Zhang, Dong Li, Lituan Wang
2024	J	`jnl`	A discrepancy-aware self-distillation method for multi-modal glioma grading. Knowl. Based Syst. Jiayi Li, Lei Zhang, Ke Zhong, Guangwu Qian
2024	J	`jnl`	Adaptive Annotation Correlation Based Multi-Annotation Learning for Calibrated Medical Image Segmentation. IEEE J. Biomed. Health Informatics Wei Huang, Lei Zhang, Xin Shu, Zizhou Wang, Zhang Yi
2024	B	`conf`	Automated Measurement of Brainstem-Vermis and Brainstem-Tentorium Angles in Fetal MRI Images Based on Landmark Detection. IJCNN Xiaosong Wei, Lei Zhang, Wei Huang, Jiayan She, Jiaxi Wang, Gang Ning
2024	J	`jnl`	Decoupled Sequential Detection Head for accurate acne detection. Knowl. Based Syst. Xin Wei, Lei Zhang, Jianwei Zhang, Junyou Wang, Wenjie Liu, Jiaqi Li, Xian Jiang
2024	B	`conf`	DualPSNet: A Discrepant-Annotations-Driven Framework for Medical Image Segmentation from Dual-Polygon Supervision. IJCNN Rongjie Tang, Lei Zhang, Lituan Wang
2024	J	`jnl`	Exploring Inherent Consistency for Semi-Supervised Anatomical Structure Segmentation in Medical Imaging. IEEE Trans. Medical Imaging Wei Huang, Lei Zhang, Zizhou Wang, Lituan Wang
2024	J	`jnl`	LanDA: Language-Guided Multi-Source Domain Adaptation. CoRR Zhenbin Wang, Lei Zhang, Lituan Wang, Minjuan Zhu
2024	J	`jnl`	MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis. IEEE Trans. Evol. Comput. 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
2024	J	`jnl`	Optical Flow Representation Alignment Mamba Diffusion Model for Medical Video Generation. CoRR Zhenbin Wang, Lei Zhang, Lituan Wang, Minjuan Zhu, Zhenwei Zhang
2024	—	`conf`	PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix Augmentation. ICIC (6) Yu Lei, Haolun Luo, Lituan Wang, Zhenwei Zhang, Lei Zhang
2024	J	`jnl`	PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix Augmentation. CoRR Yu Lei, Haolun Luo, Lituan Wang, Zhenwei Zhang, Lei Zhang
2024	J	`jnl`	SS-ALDL: Consistency-based semi-supervised label distribution learning for acne severity classification. Appl. Soft Comput. Wenjie Liu, Lei Zhang, Jianwei Zhang, Jiaqi Li, Junyou Wang, Xian Jiang
2024	J	`jnl`	Soft Masked Mamba Diffusion Model for CT to MRI Conversion. CoRR Zhenbin Wang, Lei Zhang, Lituan Wang, Zhenwei Zhang
2024	B	`conf`	Sufficient Sampling Method of Ranking Loss for Acne Detection. IJCNN Junyou Wang, Lei Zhang, Jianwei Zhang, Xin Wei, Wenjie Liu, Jiaqi Li, Xian Jiang
2024	J	`jnl`	Weighted Graph-Structured Semantics Constraint Network for Cross-Modal Retrieval. IEEE Trans. Multim. Lei Zhang, Leiting Chen, Chuan Zhou, Xin Li, Fan Yang, Zhang Yi
2023	—	`conf`	A 128-Channel 2mmx2mm Battery-Free Neural Dielet Merging Simultaneous Multi-Channel Transmission Through Multi-Carrier Orthogonal Backscatter. ISSCC Changgui Yang, Zhihuan Zhang, Lei Zhang, Yunshan Zhang, Zhuhao Li, Yuxuan Luo, Gang Pan, Bo Zhao
2023	J	`jnl`	A Feature Space-Restricted Attention Attack on Medical Deep Learning Systems. IEEE Trans. Cybern. Zizhou Wang, Xin Shu, Yan Wang, Yangqin Feng, Lei Zhang, Zhang Yi
2023	J	`jnl`	A feature-wise attention module based on the difference with surrounding features for convolutional neural networks. Frontiers Comput. Sci. Shuo Tan, Lei Zhang, Xin Shu, Zizhou Wang
2023	J	`jnl`	An Efficient Multi-Objective Evolutionary Zero-Shot Neural Architecture Search Framework for Image Classification. Int. J. Neural Syst. Jianwei Zhang, Lei Zhang, Yan Wang, Junyou Wang, Xin Wei, Wenjie Liu
2023	J	`jnl`	Boundary-Aware Network With Topological Consistency Constraint for Optic Chiasm Segmentation. IEEE Trans. Artif. Intell. Wei Huang, Xin Shu, Zizhou Wang, Chaoyue Chen, Yang Zhang, Lei Zhang, Jianguo Xu
2023	J	`jnl`	Consistent representation via contrastive learning for skin lesion diagnosis. Comput. Methods Programs Biomed. Zizhou Wang, Lei Zhang, Xin Shu, Yan Wang, Yangqin Feng
2023	J	`jnl`	Convolutional Feature Descriptor Selection for Mammogram Classification. IEEE J. Biomed. Health Informatics Dong Li, Lei Zhang, Jianwei Zhang, Xingyu Xie
2023	J	`jnl`	Cross-Modal Generation and Pair Correlation Alignment Hashing. IEEE Trans. Intell. Transp. Syst. Weihua Ou, Jiaxin Deng, Lei Zhang, Jianping Gou, Quan Zhou
2023	J	`jnl`	Deep Slice-Crossed Network With Local Weighted Loss for Brain Metastases Segmentation. IEEE Trans. Cogn. Dev. Syst. Xin Shu, Lei Zhang, Jiao Qu, Lituan Wang, Zizhou Wang, Wenjing Zhang, Ying Wang, Su Lui
2023	J	`jnl`	Fine-grained recognition: Multi-granularity labels and category similarity matrix. Knowl. Based Syst. Xin Shu, Lei Zhang, Zizhou Wang, Lituan Wang, Zhang Yi
2023	J	`jnl`	Improving vessel connectivity in retinal vessel segmentation via adversarial learning. Knowl. Based Syst. Yuchen Yuan, Lituan Wang, Lei Zhang
2023	J	`jnl`	Intra-class consistency and inter-class discrimination feature learning for automatic skin lesion classification. Medical Image Anal. Lituan Wang, Lei Zhang, Xin Shu, Zhang Yi
2023	J	`jnl`	Learning representation via indirect feature decorrelation with bi-vector-based contrastive learning for clustering. Inf. Sci. Xingyu Xie, Lei Zhang, Yan Wang, Zizhou Wang, Yu Hua
2023	J	`jnl`	Mixture 2D Convolutions for 3D Medical Image Segmentation. Int. J. Neural Syst. Jianyong Wang, Lei Zhang, Yi Zhang
2023	J	`jnl`	Multi-Label Softmax Networks for Pulmonary Nodule Classification Using Unbalanced and Dependent Categories. IEEE Trans. Medical Imaging Le Yi, Lei Zhang, Xiuyuan Xu, Jixiang Guo
2023	J	`jnl`	Multi-instance learning based on spatial continuous category representation for case-level meningioma grading in MRI images. Appl. Intell. Jiayi Li, Lei Zhang, Xin Shu, Yuen Teng, Jianguo Xu
2023	J	`jnl`	Multilayer perceptron neural network with regression and ranking loss for patient-specific quality assurance. Knowl. Based Syst. Wenjie Liu, Lei Zhang, Lizhang Xie, Ting Hu, Guangjun Li, Sen Bai, Zhang Yi
2023	J	`jnl`	Robust co-teaching learning with consistency-based noisy label correction for medical image classification. Int. J. Comput. Assist. Radiol. Surg. Minjuan Zhu, Lei Zhang, Lituan Wang, Dong Li, Jianwei Zhang, Zhang Yi
2023	J	`jnl`	SA-RPN: A Spacial Aware Region Proposal Network for Acne Detection. IEEE J. Biomed. Health Informatics Jianwei Zhang, Lei Zhang, Junyou Wang, Xin Wei, Jiaqi Li, Xian Jiang, Dan Du
2023	J	`jnl`	Towards Accurate Acne Detection via Decoupled Sequential Detection Head. CoRR Xin Wei, Lei Zhang, Jianwei Zhang, Junyou Wang, Wenjie Liu, Jiaqi Li, Xian Jiang
2022	—	`conf`	A Coarse-to-Fine Network for Craniopharyngioma Segmentation. MLMI@MICCAI Yijie Yu, Lei Zhang, Xin Shu, Zizhou Wang, Chaoyue Chen, Jianguo Xu
2022	J	`jnl`	Adversarial multimodal fusion with attention mechanism for skin lesion classification using clinical and dermoscopic images. Medical Image Anal. Yan Wang, Yangqin Feng, Lei Zhang, Joey Tianyi Zhou, Yong Liu, Rick Siow Mong Goh, Liangli Zhen
2022	J	`jnl`	Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture. CoRR Jianwei Zhang, Dong Li, Lituan Wang, Lei Zhang
2022	J	`jnl`	Automated Segmentation of the Clinical Target Volume in the Planning CT for Breast Cancer Using Deep Neural Networks. IEEE Trans. Cybern. Xiaofeng Qi, Junjie Hu, Lei Zhang, Sen Bai, Zhang Yi
2022	J	`jnl`	Computer-aided diagnosis of breast cancer in ultrasonography images by deep learning. Neurocomputing 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
2022	J	`jnl`	DE-Net: A deep edge network with boundary information for automatic skin lesion segmentation. Neurocomputing Rui Gu, Lituan Wang, Lei Zhang
2022	J	`jnl`	Deep Attention-Based Imbalanced Image Classification. IEEE Trans. Neural Networks Learn. Syst. Lituan Wang, Lei Zhang, Xiaofeng Qi, Zhang Yi
2022	J	`jnl`	Deep Multiinstance Mammogram Classification With Region Label Assignment Strategy and Metric-Based Optimization. IEEE Trans. Cogn. Dev. Syst. Dong Li, Lituan Wang, Ting Hu, Lei Zhang, Qing Lv
2022	J	`jnl`	Deep Multimodal Neural Network Based on Data-Feature Fusion for Patient-Specific Quality Assurance. Int. J. Neural Syst. Ting Hu, Lizhang Xie, Lei Zhang, Guangjun Li, Zhang Yi
2022	J	`jnl`	Deep Multiscale Multi-Instance Networks With Regional Scoring for Mammogram Classification. IEEE Trans. Artif. Intell. Wenjie Liu, Xin Shu, Lei Zhang, Dong Li, Qing Lv
2022	J	`jnl`	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 Wenjie Liu, Lei Zhang, Guyu Dai, Xiangbin Zhang, Guangjun Li, Zhang Yi
2022	J	`jnl`	Feature Pyramid Network With Level-Aware Attention for Meningioma Segmentation. IEEE Trans. Emerg. Top. Comput. Intell. Wei Huang, Xin Shu, Zizhou Wang, Lei Zhang, Chaoyue Chen, Jianguo Xu, Zhang Yi
2022	J	`jnl`	Feature-Sensitive Deep Convolutional Neural Network for Multi-Instance Breast Cancer Detection. IEEE ACM Trans. Comput. Biol. Bioinform. Yan Wang, Lei Zhang, Xin Shu, Yangqin Feng, Zhang Yi, Qing Lv
2022	J	`jnl`	Learning High-quality Proposals for Acne Detection. CoRR Jianwei Zhang, Lei Zhang, Junyou Wang, Xin Wei, Jiaqi Li, Xian Jiang, Dan Du
2022	J	`jnl`	Multi-Level Attention Network for Retinal Vessel Segmentation. IEEE J. Biomed. Health Informatics Yuchen Yuan, Lei Zhang, Lituan Wang, Haiying Huang
2022	J	`jnl`	Multi-view fusion segmentation for brain glioma on CT images. Appl. Intell. Han Wang, Junjie Hu, Ying Song, Lei Zhang, Sen Bai, Zhang Yi
2022	J	`jnl`	Semi-supervised constrained graph convolutional network for cross-modal retrieval. Comput. Electr. Eng. Lei Zhang, Leiting Chen, Weihua Ou, Chuan Zhou
2022	J	`jnl`	Semi-supervised cross-modal retrieval with graph-based semantic alignment network. Comput. Electr. Eng. Lei Zhang, Leiting Chen, Weihua Ou, Chuan Zhou
2022	J	`jnl`	Uncertainty-Guided Voxel-Level Supervised Contrastive Learning for Semi-Supervised Medical Image Segmentation. Int. J. Neural Syst. Yu Hua, Xin Shu, Zizhou Wang, Lei Zhang
2022	J	`jnl`	WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification. IEEE Trans. Medical Imaging Yan Wang, Zizhou Wang, Yangqin Feng, Lei Zhang
2021	J	`jnl`	A multi-instance networks with multiple views for classification of mammograms. Neurocomputing Ting Hu, Lei Zhang, Lizhang Xie, Zhang Yi
2021	J	`jnl`	A novel medical image fusion method based on Rolling Guidance Filtering. Internet Things Jingyue Chen, Lei Zhang, Lu Lu, Qilei Li, Moufa Hu, Xiaomin Yang
2021	J	`jnl`	A semi-symmetric domain adaptation network based on multi-level adversarial features for meningioma segmentation. Knowl. Based Syst. Zizhou Wang, Xin Shu, Chaoyue Chen, Yuen Teng, Lei Zhang, Jianguo Xu
2021	J	`jnl`	An End-to-End Mammogram Diagnosis: A New Multi-Instance and Multiscale Method Based on Single-Image Feature. IEEE Trans. Cogn. Dev. Syst. Zizhou Wang, Lei Zhang, Xin Shu, Qing Lv, Zhang Yi
2021	A	`conf`	Cross-Modal Guidance for Hyperfluorescence Segmentation in Fundus Fluorescein Angiography. ICME Chuan Zhou, Tian Zhang, Yang Wen, Leiting Chen, Lei Zhang, Junjing Chen
2021	J	`jnl`	Deep adversarial domain adaptation for breast cancer screening from mammograms. Medical Image Anal. Yan Wang, Yangqin Feng, Lei Zhang, Zizhou Wang, Qing Lv, Zhang Yi
2021	A*	`conf`	Exploring Graph-Structured Semantics for Cross-Modal Retrieval. ACM Multimedia Lei Zhang, Leiting Chen, Chuan Zhou, Fan Yang, Xin Li
2021	J	`jnl`	Learning Manifold Structures With Subspace Segmentations. IEEE Trans. Cybern. Shangming Yang, Lei Zhang, Xiaofei He, Zhang Yi
2021	J	`jnl`	Multi-scale attention U-net for segmenting clinical target volume in graves' ophthalmopathy. Neurocomputing Junjie Hu, Ying Song, Lei Zhang, Sen Bai, Zhang Yi
2021	J	`jnl`	One-Shot Neural Architecture Search by Dynamically Pruning Supernet in Hierarchical Order. Int. J. Neural Syst. Jianwei Zhang, Dong Li, Lituan Wang, Lei Zhang
2021	J	`jnl`	Prob-CLR: A probabilistic approach to learn discriminative representation. Knowl. Based Syst. Xingyu Xie, Minjuan Zhu, Yan Wang, Lei Zhang
2020	J	`jnl`	A spiking neural network with probability information transmission. Neurocomputing Lin Zuo, Yi Chen, Lei Zhang, Changle Chen
2020	J	`jnl`	Automatic diagnosis for thyroid nodules in ultrasound images by deep neural networks. Medical Image Anal. Lituan Wang, Lei Zhang, Minjuan Zhu, Xiaofeng Qi, Zhang Yi
2020	J	`jnl`	Deep Manifold Preserving Autoencoder for Classifying Breast Cancer Histopathological Images. IEEE ACM Trans. Comput. Biol. Bioinform. Yangqin Feng, Lei Zhang, Juan Mo
2020	J	`jnl`	Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification. IEEE Trans. Medical Imaging Xin Shu, Lei Zhang, Zizhou Wang, Qing Lv, Zhang Yi
2020	J	`jnl`	Iterative 3D feature enhancement network for pancreas segmentation from CT images. Neural Comput. Appl. Juan Mo, Lei Zhang, Yan Wang, Haiying Huang
2020	J	`jnl`	MSCS-DeepLN: Evaluating lung nodule malignancy using multi-scale cost-sensitive neural networks. Medical Image Anal. Xiuyuan Xu, Chengdi Wang, Jixiang Guo, Yuncui Gan, Jianyong Wang, Hongli Bai, Lei Zhang, Weimin Li, Zhang Yi
2020	J	`jnl`	Memory Mechanisms for Discriminative Visual Tracking Algorithms With Deep Neural Networks. IEEE Trans. Cogn. Dev. Syst. Lituan Wang, Lei Zhang, Jianyong Wang, Zhang Yi
2020	J	`jnl`	Multilabel classification by exploiting data-driven pair-wise label dependence. Int. J. Intell. Syst. Tao He, Lei Zhang, Jixiang Guo, Zhang Yi
2020	J	`jnl`	Multiple Regressions based Image Super-resolution. Multim. Tools Appl. Xiaomin Yang, Wei Wu, Lu Lu, Binyu Yan, Lei Zhang, Kai Liu
2020	J	`jnl`	Neural networks model based on an automated multi-scale method for mammogram classification. Knowl. Based Syst. Lizhang Xie, Lei Zhang, Ting Hu, Haiying Huang, Zhang Yi
2020	J	`jnl`	Semi-supervised cross-modal representation learning with GAN-based Asymmetric Transfer Network. J. Vis. Commun. Image Represent. Lei Zhang, Leiting Chen, Weihua Ou, Chuan Zhou
2020	J	`jnl`	Sichuan dialect speech recognition with deep LSTM network. Frontiers Comput. Sci. Wangyang Ying, Lei Zhang, Hongli Deng
2020	J	`jnl`	Surrogate dropout: Learning optimal drop rate through proxy. Knowl. Based Syst. Junjie Hu, Yuanyuan Chen, Lei Zhang, Zhang Yi
2019	B	`conf`	A Survey on 5G Network Slicing Enabling the Smart Grid. ICPADS Xu Xia, Lei Zhang, Chengli Mei, Jinyan Li, Xuetian Zhu, Yun Liang, Jeffrey Song
2019	—	`conf`	An Interactive System for Detection and Analysis of Mandibular Cystic Lesions. DASC/PiCom/DataCom/CyberSciTech Jixiang Guo, Lei Zhang, Yuanyuan Chen, Wei Tang
2019	J	`jnl`	Automated diagnosis of breast ultrasonography images using deep neural networks. Medical Image Anal. Xiaofeng Qi, Lei Zhang, Yao Chen, Yong Pi, Yi Chen, Qing Lv, Zhang Yi
2019	J	`jnl`	Editorial: Booming of Neural Networks and Learning Systems. IEEE Trans. Neural Networks Learn. Syst. 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
2019	J	`jnl`	Global context-dependent recurrent neural network language model with sparse feature learning. Neural Comput. Appl. Hongli Deng, Lei Zhang, Lituan Wang
2019	J	`jnl`	Multitask Learning for Object Localization With Deep Reinforcement Learning. IEEE Trans. Cogn. Dev. Syst. Yan Wang, Lei Zhang, Lituan Wang, Zizhou Wang
2019	J	`jnl`	Predicting movie box-office revenues using deep neural networks. Neural Comput. Appl. Yao Zhou, Lei Zhang, Zhang Yi
2019	J	`jnl`	Single-label and multi-label conceptor classifiers in pre-trained neural networks. Neural Comput. Appl. Guangwu Qian, Lei Zhang, Yan Wang
2018	J	`jnl`	A New Delay Connection for Long Short-Term Memory Networks. Int. J. Neural Syst. Jianyong Wang, Lei Zhang, Yuanyuan Chen, Zhang Yi
2018	—	`conf`	A multi-level context fusion network for exudate segmentation in retinal images. ICACI Juan Mo, Lei Zhang, Yangqin Feng
2018	J	`jnl`	A simple feedforward convolutional conceptor neural network for classification. Appl. Soft Comput. Guangwu Qian, Lei Zhang
2018	J	`jnl`	A sparse representation based pansharpening method. Future Gener. Comput. Syst. Xiaomin Yang, Lihua Jian, Binyu Yan, Kai Liu, Lei Zhang, Yiguang Liu
2018	J	`jnl`	Breast cancer cell nuclei classification in histopathology images using deep neural networks. Int. J. Comput. Assist. Radiol. Surg. Yangqin Feng, Lei Zhang, Zhang Yi
2018	J	`jnl`	Convolutional adaptive denoising autoencoders for hierarchical feature extraction. Frontiers Comput. Sci. Qianjun Zhang, Lei Zhang
2018	J	`jnl`	Exudate-based diabetic macular edema recognition in retinal images using cascaded deep residual networks. Neurocomputing Juan Mo, Lei Zhang, Yangqin Feng
2018	J	`jnl`	Feature memory-based deep recurrent neural network for language modeling. Appl. Soft Comput. Hongli Deng, Lei Zhang, Xin Shu
2018	J	`jnl`	Recurrent Neural Networks With Auxiliary Memory Units. IEEE Trans. Neural Networks Learn. Syst. Jianyong Wang, Lei Zhang, Quan Guo, Zhang Yi
2018	—	`conf`	Sentence representation and classification using attention and additional language information. ICACI Hongli Deng, Lei Zhang, Lituan Wang
2018	J	`jnl`	Subspace clustering using a low-rank constrained autoencoder. Inf. Sci. Yuanyuan Chen, Lei Zhang, Zhang Yi
2018	J	`jnl`	Theoretical Study of Oscillator Neurons in Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Lei Zhang, Zhang Yi, Shun-ichi Amari
2017	—	`conf`	Fast Conceptor Classifier in Pre-trained Neural Networks for Visual Recognition. ISNN (2) Guangwu Qian, Lei Zhang, Qianjun Zhang
2017	J	`jnl`	Multi-level deep supervised networks for retinal vessel segmentation. Int. J. Comput. Assist. Radiol. Surg. Juan Mo, Lei Zhang
2017	J	`jnl`	Predicting neighbor label distributions in dynamic heterogeneous information networks. World Wide Web Yuchi Ma, Ning Yang, Lei Zhang, Philip S. Yu
2017	J	`jnl`	Spatial and semantical label inference for social media - A cross-network data fusion approach. Knowl. Inf. Syst. Yuchi Ma, Ning Yang, Lei Zhang, Philip S. Yu
2017	J	`jnl`	Trajectory Predictor by Using Recurrent Neural Networks in Visual Tracking. IEEE Trans. Cybern. Lituan Wang, Lei Zhang, Zhang Yi
2016	J	`jnl`	A Novel Low Rank Representation Algorithm for Subspace Clustering. Int. J. Pattern Recognit. Artif. Intell. Yuanyuan Chen, Lei Zhang, Zhang Yi
2016	J	`jnl`	A Unified Framework for Representation-Based Subspace Clustering of Out-of-Sample and Large-Scale Data. IEEE Trans. Neural Networks Learn. Syst. Xi Peng, Huajin Tang, Lei Zhang, Zhang Yi, Shijie Xiao
2016	J	`jnl`	Double Gaussian mixture model for image segmentation with spatial relationships. J. Vis. Commun. Image Represent. Taisong Xiong, Lei Zhang, Zhang Yi
2016	J	`jnl`	Learning robust uniform features for cross-media social data by using cross autoencoders. Knowl. Based Syst. Quan Guo, Jia Jia, Guangyao Shen, Lei Zhang, Lianhong Cai, Zhang Yi
2016	J	`jnl`	Semi-supervised subspace learning with L2graph. Neurocomputing Xi Peng, Miaolong Yuan, Zhiding Yu, Wei-Yun Yau, Lei Zhang
2015	J	`jnl`	Constructing L Pattern Anal. Appl. Yin Kuang, Lei Zhang, Zhang Yi
2015	J	`jnl`	Extended collaborative neighbor representation for robust single-sample face recognition. Neural Comput. Appl. Waqas Jadoon, Lei Zhang, Yi Zhang
2015	A	`conf`	Predicting Neighbor Distribution in Heterogeneous Information Networks. SDM Yuchi Ma, Ning Yang, Chuan Li, Lei Zhang, Philip S. Yu
2015	J	`jnl`	Predicting Neighbor Distribution in Heterogeneous Information Networks. CoRR Yuchi Ma, Ning Yang, Chuan Li, Lei Zhang, Philip S. Yu
2014	J	`jnl`	An adaptive rank-sparsity K-SVD algorithm for image sequence denoising. Pattern Recognit. Lett. Yin Kuang, Lei Zhang, Zhang Yi
2014	J	`jnl`	Graph-Based Features Extraction via datum Adaptive Weighted Collaborative Representation for Face Recognition. Int. J. Pattern Recognit. Artif. Intell. Waqas Jadoon, Yi Zhang, Lei Zhang
2014	J	`jnl`	Grayscale image segmentation by spatially variant mixture model with student's t-distribution. Multim. Tools Appl. Taisong Xiong, Zhang Yi, Lei Zhang
2014	J	`jnl`	Image Denoising Via Sparse Dictionaries Constructed by Subspace Learning. Circuits Syst. Signal Process. Yin Kuang, Lei Zhang, Zhang Yi
2014	J	`jnl`	Learning locality-constrained collaborative representation for robust face recognition. Pattern Recognit. Xi Peng, Lei Zhang, Zhang Yi, Kok Kiong Tan
2014	J	`jnl`	Nearest convex hull classification by using Lotka-Volterra recurrent neural networks. Neurocomputing Yuanyuan Chen, Lei Zhang, Zhang Yi
2014	J	`jnl`	Robust t-distribution mixture modeling via spatially directional information. Neural Comput. Appl. Taisong Xiong, Lei Zhang, Zhang Yi
2013	J	`jnl`	An Out-of-sample Extension of Sparse Subspace Clustering and Low Rank Representation for Clustering Large Scale Data Sets. CoRR Xi Peng, Lei Zhang, Zhang Yi
2013	J	`jnl`	An improved code selection algorithm for fault prediction. Neural Comput. Appl. Yin Kuang, Zhang Yi, Lei Zhang
2013	J	`jnl`	Collaborative neighbor representation based classification using l Pattern Recognit. Lett. Waqas Jadoon, Zhang Yi, Lei Zhang
2013	J	`jnl`	Inductive Sparse Subspace Clustering CoRR Xi Peng, Lei Zhang, Zhang Yi
2013	J	`jnl`	Optimizing the MapReduce Framework on Intel Xeon Phi Coprocessor. CoRR Mian Lu, Lei Zhang, Huynh Phung Huynh, Zhongliang Ong, Yun Liang, Bingsheng He, Rick Siow Mong Goh, Richard Huynh
2013	—	`conf`	Optimizing the MapReduce framework on Intel Xeon Phi coprocessor. IEEE BigData Mian Lu, Lei Zhang, Huynh Phung Huynh, Zhongliang Ong, Yun Liang, Bingsheng He, Rick Siow Mong Goh, Richard Huynh
2013	A*	`conf`	Scalable Sparse Subspace Clustering. CVPR Xi Peng, Lei Zhang, Zhang Yi
2012	J	`jnl`	Constructing L2-Graph For Subspace Learning and Segmentation CoRR Xi Peng, Lei Zhang, Zhang Yi
2012	J	`jnl`	Learning Locality-Constrained Collaborative Representation for Face Recognition CoRR Xi Peng, Lei Zhang, Zhang Yi, Kok Kiong Tan
2011	J	`jnl`	Selectable and Unselectable Sets of Neurons in Recurrent Neural Networks With Saturated Piecewise Linear Transfer Function. IEEE Trans. Neural Networks Lei Zhang, Zhang Yi
2009	J	`jnl`	Activity Invariant Sets and Exponentially Stable Attractors of Linear Threshold Discrete-Time Recurrent Neural Networks. IEEE Trans. Autom. Control. Lei Zhang, Zhang Yi, Stones Lei Zhang, Pheng-Ann Heng
2009	J	`jnl`	Permitted and Forbidden Sets in Discrete-Time Linear Threshold Recurrent Neural Networks. IEEE Trans. Neural Networks Zhang Yi, Lei Zhang, Jiali Yu, Kok Kiong Tan
2009	J	`jnl`	Representations of Continuous Attractors of Recurrent Neural Networks. IEEE Trans. Neural Networks Jiali Yu, Zhang Yi, Lei Zhang
2009	—	`conf`	Solving the CLM Problem by Discrete-Time Linear Threshold Recurrent Neural Networks. ICANN (1) Lei Zhang, Pheng-Ann Heng, Zhang Yi
2009	J	`jnl`	Some multistability properties of bidirectional associative memory recurrent neural networks with unsaturating piecewise linear transfer functions. Neurocomputing Lei Zhang, Zhang Yi, Jiali Yu, Pheng-Ann Heng
2008	J	`jnl`	Continuous attractors of a class of recurrent neural networks. Comput. Math. Appl. Haixian Zhang, Zhang Yi, Lei Zhang
2008	J	`jnl`	Multiperiodicity and Attractivity of Delayed Recurrent Neural Networks With Unsaturating Piecewise Linear Transfer Functions. IEEE Trans. Neural Networks Lei Zhang, Zhang Yi, Jiali Yu
2007	—	`conf`	Global Exponential Convergence of Time-Varying Delayed Neural Networks with High Gain. ISNN (1) Lei Zhang, Zhang Yi
2006	J	`jnl`	Output convergence analysis for a class of delayed recurrent neural networks with time-varying inputs. IEEE Trans. Syst. Man Cybern. Part B Zhang Yi, Jiancheng Lv, Lei Zhang
2005	C	`conf`	Clustering Categorical Data Using Coverage Density. ADMA Hua Yan, Lei Zhang, Zhang Yi