CV

Education

• 博士（PhD） 香港中文大学·电子工程系·生物医学工程
• 工程学硕士 哈尔滨工业大学·仪器科学与技术工程学
• 文学学士 哈尔滨工业大学·英语系
• 工程学学士 哈尔滨工业大学·仪器科学与技术工程学

Work experience

• 2021.01-今 教授 哈尔滨工业大学（深圳） 电子与信息工程学院

• 2018.11-今 研究员（双聘） 鹏城实验室 智能部

• 2014.09-2016.09 访问教授 约翰霍普金斯大学 医学院神经影像中心

• 2009.06-2020.12 副教授 哈尔滨工业大学（深圳） 电子与信息工程学院

Publications

Connectome-wide network analysis of white matter connectivity in Alzheimer’s disease

Quantitative evaluation of iron content in idiopathic rapid eye movement sleep behavior disorder

Spectrum-weighted tensor discriminant analysis for motor imagery-based BCI

U-net combined with CRF and anatomical based spatial features to segment white matter hyperintensities

Validation of Pulse Transit Time Based Blood Pressure Estimation on Atrial Fibrillation Patients

Misfolded protein propagation in an integrated computational model of structural network and LRRK2 gene expression

Epidemiology and transmission of COVID-19 in 391 cases and 1286 of their close contacts in Shenzhen, China: a retrospective cohort study

Alteration of brain structural connectivity in progression of Parkinson’s disease: A connectome-wide network analysis

An anatomical knowledge-based MRI deep learning pipeline for white matter hyperintensity quantification associated with cognitive impairment

Amplitude-phase information measurement on riemannian manifold for motor imagery-based bci

Coupling of brain activity and structural network in multiple sclerosis: A graph frequency analysis study

MRF-Net: A multi-branch residual fusion network for fast and accurate whole-brain MRI segmentation

Ensemble learning via supervision augmentation for white matter hyperintensity segmentation

Estimating Brain Age with Global and Local Dependencies

Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation

Brain age vector: A measure of brain aging with enhanced neurodegenerative disorder specificity

Modeling Annotator Variation and Annotator Preference for Multiple Annotations Medical Image Segmentation

Multi-modal Dynamic Graph Network: Coupling Structural and Functional Connectome for Disease Diagnosis and Classification

Regularizing brain age prediction via gated knowledge distillation

DECOR-NET: A COVID-19 Lung Infection Segmentation Network Improved by Emphasizing Low-level Features and Decorrelating Features

Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation

Tensor-Based Complex-Valued Graph Neural Network For Dynamic Coupling Multimodal Brain Networks

Incomplete learning of multi-modal connectome for brain disorder diagnosis via modal-mixup and deep supervision

A deep connectome learning network using graph convolution for connectome-disease association study

Spatial-temporal Patterns of Brain Disconnectome in Alzheimer’s Disease

Mapping Multi-modal Brain Connectome for Brain Disorder Diagnosis via Cross-modal Mutual Learning