Haijun Lei - RankMe

78 papers A* 1A 1B 8C 5Journal 27Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	DW-DGAT: Dynamically Weighted Dual Graph Attention Network for Neurodegenerative Disease Diagnosis. AAAI Chengjia Liang, Zhenjiong Wang, Chao Chen, Ruizhi Zhang, Songxi Liang, Hai Xie, Haijun Lei, Zhongwei Huang
2026	J	`jnl`	DW-DGAT: Dynamically Weighted Dual Graph Attention Network for Neurodegenerative Disease Diagnosis. CoRR Chengjia Liang, Zhenjiong Wang, Chao Chen, Ruizhi Zhang, Songxi Liang, Hai Xie, Haijun Lei, Zhongwei Huang
2026	J	`jnl`	MsM-DPM: Multiscale Mamba Diffusion Probabilistic Model for Medical Image Segmentation. IEEE Trans. Cybern. Huaqiang Su, Haijun Lei, Zaiyi Liu, Lisha Yao, Suyun Li, Huan Lin, Guoliang Chen, Xin Chen, Baiying Lei
2026	J	`jnl`	Multimodal adaptive subspace learning for Parkinson's disease diagnosis and prediction. Appl. Soft Comput. Jiaqiang Li, Yukang Lei, Zhenghua Guan, Peng Yang, Haojie Song, Jing Tian, Guojun Yao, Chunhua Liang, Tianfu Wang, Xiaohua Xiao, Haijun Lei, Baiying Lei
2026	J	`jnl`	Multimodal joint subspace model for Parkinson's disease diagnosis. Expert Syst. Appl. Haojie Song, Haijun Lei, Yukang Lei, Zhongwei Huang, Jiaqiang Li, Tianfu Wang, Peng Yang, Baiying Lei
2025	B	`conf`	Coupled Multi-view Graph Convolutional Networks Based on Multi-scale Attention and Knowledge Embedding for Parkinson's Disease Diagnosis. IJCNN Ruizhi Zhang, Chengjia Liang, Songxi Liang, Haijun Lei
2025	J	`jnl`	Feature fusion network for pulmonary nodule segmentation and EGFR classification using dual encoders. Expert Syst. Appl. Huaqiang Su, Haijun Lei, Zaiyi Liu, Lisha Yao, Suyun Li, Huan Lin, Guoliang Chen, Xin Chen, Baiying Lei
2025	—	`conf`	Local-Global Attention Network via Online Self-Supervised Learning for Parkinson's Disease Diagnosis. BIBM Zhongwei Huang, Chengjia Liang, Yiyuan Peng, Chao Chen, Haijun Lei, Baohua Tan
2025	—	`conf`	Sparsely Annotated Medical Image Segmentation via Cross-SAM of 3D and 2D Networks. MICCAI (11) Huaqiang Su, Zaiyi Liu, Lisha Yao, Sunyun Li, Hun Lin, Guoliang Chen, Xin Chen, Haijun Lei, Baiying Lei
2024	—	`conf`	Cross-Graph Interaction and Diffusion Probability Models for Lung Nodule Segmentation. MICCAI (1) Huaqiang Su, Haijun Lei, Guoliang Chen, Baiying Lei
2024	—	`conf`	DCI-FQA: Dual-Branch Cross Interaction Network for Fundus Quality Assessment. ISBI Xiangwen Cai, Haijun Lei, Zhenquan Wu, Hai Xie, Guoming Zhang, Baiying Lei
2024	—	`conf`	GL-DAE: Global-Local Denoising Auto-Encoder for Fundus Images Quality Representation Learning. BIBM Xiangwen Cai, Haijun Lei, Hai Xie, Guoming Zhang, Baiying Lei
2024	—	`conf`	Spatiotemporal Feature Extraction and Fusion for Longitudinal Alzheimer's Disease Diagnosis. BI (2) Zhenghua Guan, Peng Yang, Haijun Lei, Bao Yang, Xuegang Song, Lei Dong, Xueqin Yan, Cuimei Wei, Chunhua Liang, Xiaohua Xiao, Tianfu Wang, Baiying Lei
2024	—	`conf`	Weak-Supervised Attention Fusion Network for Carotid Artery Vessel Wall Segmentation. MICCAI (1) Haijun Lei, Guanjie Tong, Huaqiang Su, Baiying Lei
2023	—	`conf`	Acute Ischemic Stroke Onset Time Classification with Dynamic Convolution and Perfusion Maps Fusion. MICCAI (5) Peng Yang, Yuchen Zhang, Haijun Lei, Yueyan Bian, Qi Yang, Baiying Lei
2023	J	`jnl`	Adversarial learning-based multi-level dense-transmission knowledge distillation for AP-ROP detection. Medical Image Anal. Hai Xie, Yaling Liu, Haijun Lei, Tiancheng Song, Guanghui Yue, Yueshanyi Du, Tianfu Wang, Guoming Zhang, Baiying Lei
2023	—	`conf`	Diagnosis of Covid-19 Via Multi-Layer Multi-Center Graph Attention Network. ISBI Pingkang Li, Haijun Lei, Xuegang Song, Jia Zhao, Jialan Tang, Yukang Lei, Baiying Lei
2023	—	`conf`	Dual Branch CNN and Transformer for Cardiac Atherosclerotic Plaque Classification. BIBM Haijun Lei, Jia Zhao, Guanjie Tong, Longjiang Zhang, Huaqiang Su, Baiying Lei
2023	—	`conf`	Dual-Branch Attention Network and Swin Spatial Pyramid Pooling for Retinopathy of Prematurity Classification. ISBI Jia Zhao, Haijun Lei, Hai Xie, Pingkang Li, Yaling Liu, Guoming Zhang, Baiying Lei
2023	—	`conf`	Dual-branch Feature Interaction Network with Structure Information Learning for Retinopathy of Prematurity Classification. BIBM Haijun Lei, Jia Zhao, Hai Xie, Yaling Liu, Guoming Zhang, Baiying Lei
2023	J	`jnl`	Early diagnosis and clinical score prediction of Parkinson's disease based on longitudinal neuroimaging data. Neural Comput. Appl. Haijun Lei, Yukang Lei, Zihao Chen, Shiqi Li, Zhongwei Huang, Feng Zhou, Ee-Leng Tan, Xiaohua Xiao, Yi Lei, Huoyou Hu, Yaohui Huang, Chien-Hung Liu, Baiying Lei
2023	—	`conf`	Gated CNN-Transformer Network for Automatic Cardiovascular Diagnosis using 12-lead Electrocardiogram. EMBC Yuanlin Liu, Haiying Li, Jie Lin, Hairui Li, Haijun Lei, Chunmei Xia, Chunlun Xiao, Baiying Lei
2023	J	`jnl`	LAC-GAN: Lesion attention conditional GAN for Ultra-widefield image synthesis. Neural Networks Haijun Lei, Zhihui Tian, Hai Xie, Benjian Zhao, Xianlu Zeng, Jiuwen Cao, Weixin Liu, Jiantao Wang, Guoming Zhang, Shuqiang Wang, Baiying Lei
2023	—	`conf`	Mutual Graph Learning Network and Diffusion Probabilistic Model-based Medical Image Segmentation. BIBM Huaqiang Su, Haijun Lei, Guoliang Chen, Xin Chen, Baiying Lei
2023	—	`conf`	Prior Information Guided Coarse-to-fine Dual-branch Encoding Network for Fovea Localization and Optic Disc/Cup Segmentation. BIBM Haijun Lei, Hai Xie, Jia Zhao, Danrui Zhao, Limin Huang, Baiying Lei
2023	—	`conf`	Self-supervised Distillation and Multi-scale Network for Parkinson's Disease Classification. BIBM Haijun Lei, Shuyuan Lei, Chengjia Liang, Baiying Lei, Yuchen Zhang
2023	—	`conf`	USBDAN: Unsupervised Scale-aware and Boundary-aware Domain Adaptive Network for Gastric Tumor Segmentation. EMBC Yongtao Zhang, Ning Yuan, Bing Liu, Aocai Yang, Hongwei Yu, Kuan Lv, Jixin Luan, Pianpian Hu, Haijun Lei, Tianfu Wang, Guolin Ma, Baiying Lei
2023	—	`conf`	Weakly Supervised Myeloma Cells Segmentation based on Point Annotation. BIBM Haijun Lei, Jia Zhao, Guanjie Tong, Xinyun Qiu, Huaqiang Su, Baiying Lei
2022	B	`conf`	Attention-based Graph Neural Network for the Classification of Parkinson's Disease. ICPR Menglu Zhao, Haijun Lei, Zhongwei Huang, Yuchen Zhang, Zhen Li, Chuan-Ming Liu, Baiying Lei
2022	B	`conf`	End-to-End Multi-task Learning Regression Network for Fovea Localization in Fundus Images. CBMS Limin Huang, Haijun Lei, Weixin Liu, Zhen Li, Hai Xie, Baiying Lei
2022	J	`jnl`	Gene-related Parkinson's disease diagnosis via feature-based multi-branch octave convolution network. Comput. Biol. Medicine Haijun Lei, Yuchen Zhang, Hancong Li, Zhongwei Huang, Chien-Hung Liu, Feng Zhou, Ee-Leng Tan, Xiaohua Xiao, Yi Lei, Huoyou Hu, Yaohui Huang, Baiying Lei
2022	J	`jnl`	Joint segmentation and classification task via adversarial network: Application to HEp-2 cell images. Appl. Soft Comput. Hai Xie, Yejun He, Dong Xu, Jong Yih Kuo, Haijun Lei, Baiying Lei
2022	J	`jnl`	Multi-center sparse learning and decision fusion for automatic COVID-19 diagnosis. Appl. Soft Comput. Zhongwei Huang, Haijun Lei, Guoliang Chen, Haimei Li, Chuandong Li, Wenwen Gao, Yue Chen, Yaofa Wang, Haibo Xu, Guolin Ma, Baiying Lei
2022	J	`jnl`	Parkinson's Disease Classification and Clinical Score Regression via United Embedding and Sparse Learning From Longitudinal Data. IEEE Trans. Neural Networks Learn. Syst. Zhongwei Huang, Haijun Lei, Guoliang Chen, Alejandro F. Frangi, Yanwu Xu, Ahmed Elazab, Jing Qin, Baiying Lei
2022	B	`conf`	Parkinson's Disease Classification with Self-supervised Learning and Attention Mechanism. ICPR Yuchen Zhang, Haijun Lei, Zhongwei Huang, Zhen Li, Chuan-Ming Liu, Baiying Lei
2022	—	`conf`	STAU-Net: A Spatial Structure Attention Network for 3D Coronary Artery Segmentation. CLIP@MICCAI Guanjie Tong, Haijun Lei, Limin Huang, Zhihui Tian, Hai Xie, Baiying Lei, Longjiang Zhang
2022	—	`conf`	Segmentation of Multiple Myeloma Cells Using Feature Selection Pyramid Network and Semantic Cascade Mask RCNN. ISBI Xinyun Qiu, Haijun Lei, Hai Xie, Baiying Lei
2022	J	`jnl`	Unsupervised Domain Adaptation Based Image Synthesis and Feature Alignment for Joint Optic Disc and Cup Segmentation. IEEE J. Biomed. Health Informatics Haijun Lei, Weixin Liu, Hai Xie, Benjian Zhao, Guanghui Yue, Baiying Lei
2021	J	`jnl`	Attention-Guided Multi-Branch Convolutional Neural Network for Mitosis Detection From Histopathological Images. IEEE J. Biomed. Health Informatics Haijun Lei, Shaomin Liu, Ahmed Elazab, Xuehao Gong, Baiying Lei
2021	J	`jnl`	Cross-attention multi-branch network for fundus diseases classification using SLO images. Medical Image Anal. Hai Xie, Xianlu Zeng, Haijun Lei, Jie Du, Jiantao Wang, Guoming Zhang, Jiuwen Cao, Tianfu Wang, Baiying Lei
2021	—	`conf`	Dual-Branch Attention Network and Atrous Spatial Pyramid Pooling for Diabetic Retinopathy Classification Using Ultra-Widefield Images. OMIA@MICCAI Zhihui Tian, Haijun Lei, Hai Xie, Xianlu Zeng, Xinyu Zhao, Miaohong Chen, Guoming Zhang, Baiying Lei
2021	—	`conf`	Latent Space Learning and Feature Learning using Multi-template for Multi-classification of Alzheimer's Disease. EMBC Zihao Chen, Haijun Lei, Zhongwei Huang, Baiying Lei
2021	A	`conf`	Unsupervised Domain Adaptation Based Image Synthesis and Synergistic Adversarial Learning for Optic Disc and Cup Segmentation. ICME Weixin Liu, Haijun Lei, Hai Xie, Benjian Zhao, Baiying Lei
2020	J	`jnl`	AMD-GAN: Attention encoder and multi-branch structure based generative adversarial networks for fundus disease detection from scanning laser ophthalmoscopy images. Neural Networks Hai Xie, Haijun Lei, Xianlu Zeng, Yejun He, Guozhen Chen, Ahmed Elazab, Guanghui Yue, Jiantao Wang, Guoming Zhang, Baiying Lei
2020	J	`jnl`	Adaptive sparse learning using multi-template for neurodegenerative disease diagnosis. Medical Image Anal. Baiying Lei, Yujia Zhao, Zhongwei Huang, Xiaoke Hao, Feng Zhou, Ahmed Elazab, Jing Qin, Haijun Lei
2020	B	`conf`	Longitudinal Feature Selection and Feature Learning for Parkinson's Disease Diagnosis and Prediction. ICPR Zhongwei Huang, Haijun Lei, Shiqi Li, Xiaohua Xiao, Ee-Leng Tan, Baiying Lei
2020	—	`conf`	Multi-level Light U-Net and Atrous Spatial Pyramid Pooling for Optic Disc Segmentation on Fundus Image. OMIA@MICCAI Weixin Liu, Haijun Lei, Hai Xie, Benjian Zhao, Guanghui Yue, Baiying Lei
2020	—	`conf`	Template-Oriented Multi-task Sparse Low-Rank Learning for Parkinson's Diseases Diagnosis. PRIME@MICCAI Zihao Chen, Haijun Lei, Yujia Zhao, Zhongwei Huang, Xiaohua Xiao, Yi Lei, Ee-Leng Tan, Baiying Lei
2020	—	`conf`	Weakly-Supervised Lesion-Aware and Consistency Regularization for Retinitis Pigmentosa Detection from Ultra-Widefield Images. OMIA@MICCAI Benjian Zhao, Haijun Lei, Xianlu Zeng, Jiuwen Cao, Hai Xie, Guanghui Yue, Jiantao Wang, Guoming Zhang, Baiying Lei
2019	—	`conf`	An Improved Object Detection Method for Mitosis Detection. EMBC Haijun Lei, Shaomin Liu, Hai Xie, Jong Yih Kuo, Baiying Lei
2019	J	`jnl`	Deeply supervised full convolution network for HEp-2 specimen image segmentation. Neurocomputing Hai Xie, Haijun Lei, Yejun He, Baiying Lei
2019	—	`conf`	Diagnosis of Parkinson's Disease in Genetic Cohort Patients via Stage-Wise Hierarchical Deep Polynomial Ensemble Learning. PRIME@MICCAI Haijun Lei, Hancong Li, Ahmed Elazab, Xuegang Song, Zhongwei Huang, Baiying Lei
2019	—	`conf`	Longitudinal and Multi-modal Data Learning for Parkinson's Disease Diagnosis via Stacked Sparse Auto-encoder. ISBI Shiqi Li, Haijun Lei, Feng Zhou, Jamal Gardezi, Baiying Lei
2019	J	`jnl`	Multipurpose watermarking scheme via intelligent method and chaotic map. Multim. Tools Appl. Baiying Lei, Xin Zhao, Haijun Lei, Dong Ni, Siping Chen, Feng Zhou, Tianfu Wang
2019	J	`jnl`	Parkinson's Disease Diagnosis via Joint Learning From Multiple Modalities and Relations. IEEE J. Biomed. Health Informatics Haijun Lei, Zhongwei Huang, Feng Zhou, Ahmed El-Azab, Ee-Leng Tan, Hancong Li, Jing Qin, Baiying Lei
2019	—	`conf`	Predicting Early Stages of Neurodegenerative Diseases via Multi-task Low-Rank Feature Learning. MICCAI (4) Haijun Lei, Yujia Zhao, Baiying Lei
2019	J	`jnl`	Protein-Protein Interactions Prediction via Multimodal Deep Polynomial Network and Regularized Extreme Learning Machine. IEEE J. Biomed. Health Informatics Haijun Lei, Yuting Wen, Zhuhong You, Ahmed El-Azab, Ee-Leng Tan, Yujia Zhao, Baiying Lei
2019	—	`conf`	Segmentation Guided HEp-2 Cell Classification with Adversarial Networks. ComComAP Hai Xie, Yejun He, Haijun Lei, Jong Yih Kuo, Baiying Lei
2019	—	`conf`	Unsupervised Feature Selection via Adaptive Embedding and Sparse Learning for Parkinson's Disease Diagnosis. CNI@MICCAI Zhongwei Huang, Haijun Lei, Guoliang Chen, Shiqi Li, Hancong Li, Ahmed El-Azab, Baiying Lei
2018	J	`jnl`	A deeply supervised residual network for HEp-2 cell classification via cross-modal transfer learning. Pattern Recognit. Haijun Lei, Tao Han, Feng Zhou, Zhen Yu, Jing Qin, Ahmed El-Azab, Baiying Lei
2018	B	`conf`	Deeply Supervised Residual Network for HEp-2 Cell Classification. ICPR Hai Xie, Yejun He, Haijun Lei, Tao Han, Zhen Yu, Baiying Lei
2018	—	`conf`	Longitudinal and Multi-modal Data Learning via Joint Embedding and Sparse Regression for Parkinson's Disease Diagnosis. MLMI@MICCAI Haijun Lei, Zhongwei Huang, Ahmed El-Azab, Hancong Li, Baiying Lei
2018	—	`conf`	Longitudinal and multi-modal data learning for Parkinson's disease diagnosis. ISBI Zhongwei Huang, Haijun Lei, Yujia Zhao, Feng Zhou, Jin Yan, Ahmed El-Azab, Baiying Lei
2018	B	`conf`	Multi-classification of Parkinson's Disease via Sparse Low-Rank Learning. ICPR Haijun Lei, Yujia Zhao, Zhongwei Huang, Feng Zhou, Limin Huang, Baiying Lei
2018	—	`conf`	Multi-task Sparse Low-Rank Learning for Multi-classification of Parkinson's Disease. DLMIA/ML-CDS@MICCAI Haijun Lei, Yujia Zhao, Baiying Lei
2017	C	`conf`	Adaptive Sparse Learning for Neurodegenerative Disease Classification. ISM Haijun Lei, Yujia Zhao, Yuting Wen, Baiying Lei
2017	C	`conf`	Cross-Modal Transfer Learning for HEp-2 Cell Classification Based on Deep Residual Network. ISM Haijun Lei, Tao Han, Weifeng Huang, Jong Yih Kuo, Zhen Yu, Xinzi He, Baiying Lei
2017	C	`conf`	ESD-WSN: An Efficient SDN-Based Wireless Sensor Network Architecture for IoT Applications. ICA3PP Zhiwei Zhang, Zhiyong Zhang, Rui Wang, Zhiping Jia, Haijun Lei, Xiaojun Cai
2017	J	`jnl`	Hierarchical Saliency Detection via Probabilistic Object Boundaries. Int. J. Pattern Recognit. Artif. Intell. Haijun Lei, Hai Xie, Wenbin Zou, Xiaoli Sun, Kidiyo Kpalma, Nikos Komodakis
2017	—	`conf`	Joint detection and clinical score prediction in Parkinson's disease via multi-modal sparse learning. ISBI Haijun Lei, Jian Zhang, Zhang Yang, Ee-Leng Tan, Bai Ying Lei, Qiuming Luo
2017	J	`jnl`	Joint detection and clinical score prediction in Parkinson's disease via multi-modal sparse learning. Expert Syst. Appl. Haijun Lei, Zhongwei Huang, Jian Zhang, Zhang Yang, Ee-Leng Tan, Feng Zhou, Bai Ying Lei
2015	C	`conf`	Multipurpose and intelligent watermarking scheme for medical data. ICICS Yinan Zhuo, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang, Haijun Lei
2015	J	`jnl`	Optimal and secure audio watermarking scheme based on self-adaptive particle swarm optimization and quaternion wavelet transform. Signal Process. Bai Ying Lei, Feng Zhou, Ee-Leng Tan, Dong Ni, Haijun Lei, Siping Chen, Tianfu Wang
2014	J	`jnl`	Reversible watermarking scheme for medical image based on differential evolution. Expert Syst. Appl. Bai Ying Lei, Ee-Leng Tan, Siping Chen, Dong Ni, Tianfu Wang, Haijun Lei
2013	B	`conf`	Object recognition based on adapative bag of feature and discriminative learning. ICIP Bai Ying Lei, Tianfu Wang, Siping Chen, Dong Ni, Haijun Lei
2013	C	`conf`	Robust watermarking scheme for medical image using optimization method. ICICS Bai Ying Lei, Tianfu Wang, Siping Chen, Dong Ni, Haijun Lei
2012	J	`jnl`	A robust audio watermarking scheme based on lifting wavelet transform and singular value decomposition. Signal Process. Bai Ying Lei, Ing Yann Soon, Feng Zhou, Zhen Li, Haijun Lei
2010	—	`conf`	Hybrid SVD-Based Audio Watermarking Scheme. PCM (1) B. Y. Lei, Kwok-Tung Lo, Haijun Lei