Machine learning, Brain image computing, Medical image computing,  Big data

   

• 2020/11-Present, Professor, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences

• 2016/1-2020/11, Associate Professor, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences

• 2014/5-2015/12, Assistant Professor, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences

• 2013/5-2014/4, Postdoc, LKS Faculty of Medicine, The University of Hong Kong

• 2012/10–2013/5, Research Engineer, Noah Ark’s Lab, Huawei, Shenzhen

• 2012/8-2012/10, Research Assistant, City University of Hong Kong

• 2009/8-2012/8,  Ph.D , City University of Hong Kong, Hong Kong

   

• Fine Perceptive GANs for Brain MR Image Super-Resolution in Wavelet Domain, IEEE Transactions on Neural Networks and Learning Systems, DOI:10.1109/TNNLS.2022.3153088, 2022 
• Morphological feature visualization of Alzheimer's disease via Multidirectional Perception GAN, IEEE Transactions on Neural Networks and Learning Systems,  DOI: 10.1109/TNNLS.2021.3118369, 2021 
• Joint 3D trajectory and resource optimization in multi-UAV enabled IoT networks with wireless power transfer, IEEE Internet of Things Journal, 8(10):7833-7848, 2021 
• Effective Distributed Learning with Random Features: Improved Bounds and Algorithms, ICLR, 2021
• Tensorizing GAN with High-Order Pooling for Alzheimer’s Disease Assessment, IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2021.3063516, 2021 
• Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis, IEEE Transactions on Medical Imaging, DOI: 10.1109/TMI.2021.3107013,  41(1): 145-157, 2022 
• Predicting Clinical Scores for Alzheimer's Disease Based on Joint and Deep Learning, Expert Systems with Applications, 187:115966, 2022
• Insights Into Algorithms for Separable Nonlinear Least Squares Problems, IEEE Transactions on Image Processing, 30: 1207-1218, 2021
• Diabetic Retinopathy Diagnosis using Multi-channel Generative Adversarial Network with Semi-supervision, IEEE Transactions on Automation Science and Engineering,18(2):574-585, 2021
• An Ensemble based Densely-Connected Deep Learning System for Assessment of Skeletal Maturity, IEEE Transactions on Systems, Man and Cybernetics: Systems, 2022, 52(1):426-437
• Skin Lesion Segmentation via Generative Adversarial Networks with Dual Discriminators, Medical Image Analysis, 64: 10716, 2020 
• Brain MR to PET Synthesis via Bidirectional Generative Adversarial Network, MICCAI 2020, LNCS 12262:698-707, 2020
• Multi-Scale Enhanced Graph Convolutional Network for Early Mild Cognitive Impairment Detection, MICCAI 2020, LNCS 12267: 228–237, 2020.
• Deep and joint learning of longitudinal data for Alzheimer’s disease prediction, Pattern Recognition, 10: 107247, 2020
• Dominant-modes-based Sliding Mode Observer for Estimation of Temperature Distribution in Rapid Thermal Processing System, IEEE Transactions on Industrial Informatics, 15(5): 2673-2681,  2019 
• Classification oF Diffusion tensor metrics for The Diagnosis of A Myelopathic Cord Using Machine Learning, International Journal of Neural Systems,6, 1750036, 2018 
• Ensemble of 3D Densely Connected Convolutiona Network for Diagnosis of Mild Cognitiv Impairment and Alzheimer’s disease, Neurocomputing, 333:145-156, 2018 
• Subcarrier Pairing Based Resource Optimization for OFDM Wireless Powered Relay Transmissions with Time Switching Scheme, IEEE Transactions on Signal Processing, 65(5): 1130-1145, 2017. 
• Prediction of myelopathic level in cervical spondylotic myelopathy using diffusion tensor imaging, Journal of Magnetic Resonance Imaging, 41:1682–1688, 2015 

现指导学生

陈卓  硕士研究生  085211-计算机技术  

胡圣烨  硕士研究生  085210-控制工程  

罗蔚然  硕士研究生  085208-电子与通信工程  

奚桂锴  硕士研究生  085211-计算机技术  

游森榕  硕士研究生  085211-计算机技术  

胡博闻  硕士研究生  085211-计算机技术  

杨戈  硕士研究生  085211-计算机技术  

宫长威  硕士研究生  081200-计算机科学与技术  

荆常宏  硕士研究生  085400-电子信息  

王中昊  硕士研究生  085400-电子信息