Biomedical Engineering
| Members | Research Interests |
|---|---|
| Prof. Ed Xuekui WU (Group Director) | Biomedical Engineering; Medical imaging; MRI; Deep Learning; Neuroimaging; Neuroscience. |
| Prof. Cheng CHEN | Biomedical Image Analysis; Artificial Intelligence in Healthcare; Machine Learning. |
| Prof. Zhiqin CHU | Quantum Technologies; Diamond Defects; Biophysics – Quantum Biosensing, CVD Diamond; Nanodiamonds; NV Centers; Cell Mechanobiology. |
| Dr. Vick Man Hin LAU | Magnetic Resonance Imaging (MRI); Machine Learning; Artificial Intelligence; Image Restoration; Image Reconstruction; Medical Image Analysis. |
| Prof. Wei-Ning LEE | Biomedical Ultrasound – Acoustoelectric Imaging; Blood Flow Imaging; Cardiovascular Ultrasound; Musculoskeletal Ultrasound; Ultrasound Beamforming; Ultrasound Strain and Elasticity Imaging; Ultrasonics with Neural Networks. |
| Dr. Alex Tze Lun LEONG | Magnetic Resonance Imaging (MRI) Applications in Neuroscience Research; Preclinical MRI; Optogenetics; Neuromodulation; Neuroimaging. |
| Prof. Kevin Kin Man TSIA | Ultrafast Real-time Optical Microscopy and Spectroscopy; Nonlinear Fiber Optics; Microfluidic Bioassay Technologies; High-throughput Single-cell Analysis. |
| Prof. Feifei WANG | Near-infrared II (1000-3000nm) Fluorescence Imaging; Super-resolution Imaging; AI Enhanced Biomedical Imaging; Advanced Biomedical Microscopy; and Technologies Have a Broad and Profound Impact on Biomedical Applications. |
| Dr. Andrew Ho Chun WU | Smart Grid; Big Data Analytics; Deep Learning; Bioinformatics; Biomedical Informatics; Artificial Intelligence of Things. |
| Prof. Shiming ZHANG | Wearable Electronics; Soft Electronics; Organic Bioelectronics; Health Technology. |
| Dr. Yujiao ZHAO | Magnetic Resonance Imaging (MRI) Physics & Engineering; MRI Signal Processing. |
Power Electronics, Electrical Energy and Control Systems
| Members | Research Interests |
|---|---|
| Prof. Yuhao ZHANG (Group Director) | Power Electronics; Power Semiconductors; Electron Devices; Wide Bandgap Electronics; Ultra-wide Bandgap Electronics; Power Packaging; Machine Learning-assisted Co-design; High- and Cryogenic Temperature Electronics. |
| Prof. Graziano CHESI | Computer Vision; Control Systems; Optimization; Robotics – 2D Systems; LMIs; Multiple-view Geometry; Nonlinear Systems; Uncertain Systems; Visual Servoing. |
| Prof. Yunhe HOU | Electric Power Systems; Renewable Energy Integration; Resilient Energy Infrastructures; Power-Electronics-Enabled Integrated Energy Systems. |
| Prof. Ron Shu Yuen HUI | Power Electronics – Electric Power Conversion; Planar Coreless Transformer Technology; Wireless Power Transfer; Sustainable Lighting Technology; Renewable Energy Technologies and Smart Grid Technology. |
| Prof. Kazuhiro KOSUGE | Robotics and Machine Learning; Robotics for Soft Materials; Garment Handling and Sewing; Human-robot Interaction – Systems Robotics: developing and applying robotics and machine learning to problems in real environments, including handling and manipulating soft materials, dual-manipulator systems, multiple-robot coordination, and production and manufacturing. |
| Ir Dr. King Hang LAM | Photovoltaic Systems; Smart Grids; Energy Management Systems. |
| Dr. Albert Ting Leung LEE | Power Electronics – Emerging LED Driver Technology; Sustainable Lighting Technology; Wireless Power Transfer Technology; Advanced Single-inductor Multiple-output (SIMO) Topology; Digital Control for Power Converters. |
| Prof. Tao LIU | Power System Stability and Control; Networked Microgrids; Distributed Control/Optimization; Data-driven Control; Complex Dynamical Networks. |
| Prof. Yi WANG | Data Analytics in the Smart Grid; Energy Forecasting; Multi-energy Systems; Internet-of-Things; Cyber-physical-social Energy Systems. |
| Prof. Jin ZHONG | Electricity Market; Low-Carbon Energy Market Design; Energy System Optimization; Net Zero Carbon Emission Energy System; Smart Grid. |
Intelligent Systems, Data and Networks
| Members | Research Interests |
|---|---|
| Prof. Yuanwei LIU (Group Director) | Wireless Communications; Signal Processing; 6G Networks; Machine Learning and Generative AI. |
| Mr. Hoi Hang AU YEUNG | Artificial Intelligence in Education (AIED); Education Technology (EdTech); STEM Education; Large Models (LMs); Natural Language Processing (NLP). |
| Prof. Shing Chow CHAN | Digital Signal Processing; Data Compression; Speech; Audio Image Processing. |
| Ms. Carol Yingxian CHEN | Large Models; Video Understanding; Out-of- distribution; Video Anomaly Detection; Edge Computing. |
| Prof. Xianhao CHEN | Wireless Networks; Edge Computing; Distributed Learning; and Network Science. |
| Prof. Hongyang DU | Edge Intelligence; Generative Artificial Intelligence; Computer Networks; Wireless Communications. |
| Dr. Wilton Wai Tung FOK | E-Learning technologies and applications; E-Commerce and mobile commerce technologies; Engineering Economics and Finance; Clean Energy and Environment. |
| Prof. Kaibin HUANG | Machine Learning and Wireless Communications; Wireless Communications for Edge AI; 6G Communications; MIMO Communications; Mobile Device and Electronics. |
| Dr. Victor Chung Sing LEE | Internet of Vehicles; E-learning; Machine Learning; Real-time Databases. |
| Prof. Victor On-Kwok LI, BBS | Artificial Intelligence for Social Good; AI and Healthcare; Clean Energy and Environment; Big Data; Optimization Techniques. |
| Prof. Xihui LIU | Computer Vision; Generative Models; Multimodal AI; Deep Learning; Artificial Intelligence. |
| Prof. Edith Cheuk Han NGAI | Internet-of-Things; Mobile Computing; Edge Intelligence; Network Security and Data Privacy; Smart Cities and Health Informatics. |
| Prof. Xiaojuan QI | 3D Vision; Deep Learning; Artificial Intelligence; AI for Science and Medicine. |
| Prof. Yulin SHAO | Wireless Communications; Machine learning; Network Control. |
| Prof. Hayden Kwok Hay SO | Human-centered Innovations; AIoT System; Reconfigurable Computing; Hardware/Software Co-design; Domain-Specific Architectures; FPGA Overlay; Computer Architecture. |
| Dr. Vincent Wai Leuk TAM | Artificial Intelligence; Computational Finance; Data Analytics; Information Visualisation – Deep/Reinforcement Learning; Portfolio Optimisation; Learning Analytics. |
| Dr. Zhaolin WANG | Wireless Communication; MIMO; Integrated Sensing and Communications; Electromagnetic Information Theory |
| Prof. Yik-Chung WU | Tensor Completion; Bayesian Signal Processing; Fast Optimization for Wireless Communications; Clock Synchronization. |
| Dr. Yang HAN | Artificial intelligence (AI); Machine Learning; Causal Analysis; Spatiotemporal Data Analysis; and Their Applications in Air Pollution and Health, and Alzheimer’s Disease Studies. |
| Prof. Jingao XU | Mobile and Edge Computing; Embodied and Embedded AI; Drone-based Autonomous Systems; Cyber-Physical Systems. |
| Prof. Yanchao YANG | Embodied AI; Computer Vision & Graphics; Representation Learning; Information Theory; Robotics & Human-Computer Interaction. |
| Prof. Lawrence Kwan YEUNG | Next-generation Internet; Packet Switch/Router Design; All-optical Networks; Wireless Data Networks. |
| Dr. Qunsong ZENG | Wireless Communication; Edge Intelligence; Baseband Processing; Semantic Communication; Quantum-enabled Receivers. |
Photonics and Electronics
| Members | Research Interests |
|---|---|
| Prof. Ngai WONG (Group Director) | Machine Learning; Compact Modeling; Tensor Algebra; Electronic Design Automation (EDA); AI Chips. |
| Prof. Anthony Hoi Wai CHOI | Gallium Nitride Materials/ Device Design; Modelling; Processing and Characterization. |
| Prof. Wallace Chik Ho CHOY | The Design, Physics, and Mechanism of Organic/Inorganic Optoelectronic Devices; Plasmonic Nanostructures, Nanoscale Structures, and the Hybrid Systems with Organic/Inorganic Materials; The Multi-physical (Optical, Electrical, and Thermal) Properties and Applications of the Hybrid Systems. |
| Dr. Zhuo DENG | Integrated Optics and Photonics; III-V Semiconductor Materials and Devices; Optical Spectroscopy for Bio-sensing and Imaging. |
| Prof. Jianqi HU | Integrated Nonlinear Photonics; Integrated Ultrafast Photonics; Photonic Computing; Structured Light. |
| Dr. Jiqiang KANG | Optical Coherence Tomography; Ultrafast Lasers (Fiber and Crystal-based Near and Middle Infrared Lasers); Imaging Guided Laser Ablation and Surgery; Optical Fiber Nonlinearity. |
| Prof. Can LI | AI Hardware; Neuromorphic Computing; Non-volatile Memories; Emerging Nanoelectronic Devices. |
| Dr. Zhengwu LIU | Memristor; Compute-in-memory (CIM); Brain Computer Interface (BCI); Physical Unclonable Function (PUF). |
| Prof. Edmund Yin Mun LAM | Computational Optical Imaging; Digital Holography; Neuromorphic Imaging; Biomedical Imaging; Image Analysis; Artificial Intelligence in Computational Optics. |
| Dr. Jingwen MA | Light-matter Interaction; Integrated Photonics; III-V Semiconductor Lasers; Micro-electromechanical Systems; Metamaterials. |
| Prof. Evan Yifan PENG | Computational Imaging and Displays; Holography; AI-empowered Optics; VR/AR; Computer Graphics and Applications; Neural Engineering for Visual Tasks. |
| Prof. Kenneth Kin Yip WONG | Novel Optical Generation; Photonic Parametric Processing; Ultrafast Optical Fiber Communication and Imaging (Spectroscopy, Microscopy and Tomography). |
| Prof. Han WANG | Advanced Semiconductors; Microelectronics; AI Hardware. |
| Chao XIANG | Silicon Photonics; Semiconductor Lasers; Photonic Integrated Circuits. |
| Prof. Shuang ZHANG | Light Matter Interaction; Metamaterials; Topological Photonics; Nonlinear Optics; Plasmonics; Metasurfaces; Holography. |
| Prof. Leo Tianshuo ZHAO | Nanomaterials and Nanofabrication; Optical and Optoelectronic Devices; Photo(electro)chemical Devices. |
| Dr. Yanmin ZHU | Intelligent Diagnosis; Digital Holography; Computational Optics, Deep Learning and Generative AI; Computer Vision and Machine Intelligence; AI for Environmental Monitoring and Healthcare; Spectroscopy; Polarization and Speckle Imaging; Wearable and Portable Device. |