| 2026 | AAAI | DW-DGAT: Dynamically Weighted Dual Graph Attention Network for Neurodegenerative Disease Diagnosis. | Chengjia Liang, Zhenjiong Wang, Chao Chen, Ruizhi Zhang, Songxi Liang, Hai Xie, Haijun Lei, Zhongwei Huang |
| 2025 | IJCNN | Coupled Multi-view Graph Convolutional Networks Based on Multi-scale Attention and Knowledge Embedding for Parkinson's Disease Diagnosis. | Ruizhi Zhang, Chengjia Liang, Songxi Liang, Haijun Lei |
| 2025 | MICCAI | Sparsely Annotated Medical Image Segmentation via Cross-SAM of 3D and 2D Networks. | Huaqiang Su, Zaiyi Liu, Lisha Yao, Sunyun Li, Hun Lin, Guoliang Chen, Xin Chen, Haijun Lei, Baiying Lei |
| 2024 | MICCAI | Weak-Supervised Attention Fusion Network for Carotid Artery Vessel Wall Segmentation. | Haijun Lei, Guanjie Tong, Huaqiang Su, Baiying Lei |
| 2024 | MICCAI | Cross-Graph Interaction and Diffusion Probability Models for Lung Nodule Segmentation. | Huaqiang Su, Haijun Lei, Guoliang Chen, Baiying Lei |
| 2023 | MICCAI | Acute Ischemic Stroke Onset Time Classification with Dynamic Convolution and Perfusion Maps Fusion. | Peng Yang, Yuchen Zhang, Haijun Lei, Yueyan Bian, Qi Yang, Baiying Lei |
| 2022 | CBMS | End-to-End Multi-task Learning Regression Network for Fovea Localization in Fundus Images. | Limin Huang, Haijun Lei, Weixin Liu, Zhen Li, Hai Xie, Baiying Lei |
| 2022 | ICPR | Parkinson's Disease Classification with Self-supervised Learning and Attention Mechanism. | Yuchen Zhang, Haijun Lei, Zhongwei Huang, Zhen Li, Chuan-Ming Liu, Baiying Lei |
| 2022 | ICPR | Attention-based Graph Neural Network for the Classification of Parkinson's Disease. | Menglu Zhao, Haijun Lei, Zhongwei Huang, Yuchen Zhang, Zhen Li, Chuan-Ming Liu, Baiying Lei |
| 2022 | MICCAI | STAU-Net: A Spatial Structure Attention Network for 3D Coronary Artery Segmentation. | Guanjie Tong, Haijun Lei, Limin Huang, Zhihui Tian, Hai Xie, Baiying Lei, Longjiang Zhang |
| 2021 | MICCAI | Dual-Branch Attention Network and Atrous Spatial Pyramid Pooling for Diabetic Retinopathy Classification Using Ultra-Widefield Images. | Zhihui Tian, Haijun Lei, Hai Xie, Xianlu Zeng, Xinyu Zhao, Miaohong Chen, Guoming Zhang, Baiying Lei |
| 2020 | ICPR | Longitudinal Feature Selection and Feature Learning for Parkinson's Disease Diagnosis and Prediction. | Zhongwei Huang, Haijun Lei, Shiqi Li, Xiaohua Xiao, Ee-Leng Tan, Baiying Lei |
| 2020 | MICCAI | Template-Oriented Multi-task Sparse Low-Rank Learning for Parkinson's Diseases Diagnosis. | Zihao Chen, Haijun Lei, Yujia Zhao, Zhongwei Huang, Xiaohua Xiao, Yi Lei, Ee-Leng Tan, Baiying Lei |
| 2020 | MICCAI | Multi-level Light U-Net and Atrous Spatial Pyramid Pooling for Optic Disc Segmentation on Fundus Image. | Weixin Liu, Haijun Lei, Hai Xie, Benjian Zhao, Guanghui Yue, Baiying Lei |
| 2020 | MICCAI | Weakly-Supervised Lesion-Aware and Consistency Regularization for Retinitis Pigmentosa Detection from Ultra-Widefield Images. | Benjian Zhao, Haijun Lei, Xianlu Zeng, Jiuwen Cao, Hai Xie, Guanghui Yue, Jiantao Wang, Guoming Zhang, Baiying Lei |
| 2019 | MICCAI | Unsupervised Feature Selection via Adaptive Embedding and Sparse Learning for Parkinson's Disease Diagnosis. | Zhongwei Huang, Haijun Lei, Guoliang Chen, Shiqi Li, Hancong Li, Ahmed El-Azab, Baiying Lei |
| 2019 | MICCAI | Diagnosis of Parkinson's Disease in Genetic Cohort Patients via Stage-Wise Hierarchical Deep Polynomial Ensemble Learning. | Haijun Lei, Hancong Li, Ahmed Elazab, Xuegang Song, Zhongwei Huang, Baiying Lei |
| 2019 | MICCAI | Predicting Early Stages of Neurodegenerative Diseases via Multi-task Low-Rank Feature Learning. | Haijun Lei, Yujia Zhao, Baiying Lei |
| 2018 | ICPR | Multi-classification of Parkinson's Disease via Sparse Low-Rank Learning. | Haijun Lei, Yujia Zhao, Zhongwei Huang, Feng Zhou, Limin Huang, Baiying Lei |
| 2018 | ICPR | Deeply Supervised Residual Network for HEp-2 Cell Classification. | Hai Xie, Yejun He, Haijun Lei, Tao Han, Zhen Yu, Baiying Lei |
| 2018 | MICCAI | Longitudinal and Multi-modal Data Learning via Joint Embedding and Sparse Regression for Parkinson's Disease Diagnosis. | Haijun Lei, Zhongwei Huang, Ahmed El-Azab, Hancong Li, Baiying Lei |
| 2018 | MICCAI | Multi-task Sparse Low-Rank Learning for Multi-classification of Parkinson's Disease. | Haijun Lei, Yujia Zhao, Baiying Lei |
| 2017 | ICA3PP | ESD-WSN: An Efficient SDN-Based Wireless Sensor Network Architecture for IoT Applications. | Zhiwei Zhang, Zhiyong Zhang, Rui Wang, Zhiping Jia, Haijun Lei, Xiaojun Cai |
| 2017 | ISM | Cross-Modal Transfer Learning for HEp-2 Cell Classification Based on Deep Residual Network. | Haijun Lei, Tao Han, Weifeng Huang, Jong Yih Kuo, Zhen Yu, Xinzi He, Baiying Lei |
| 2017 | ISM | Adaptive Sparse Learning for Neurodegenerative Disease Classification. | Haijun Lei, Yujia Zhao, Yuting Wen, Baiying Lei |
| 2013 | ICIP | Object recognition based on adapative bag of feature and discriminative learning. | Bai Ying Lei, Tianfu Wang, Siping Chen, Dong Ni, Haijun Lei |