Biography | Publications | Group Members | Projects


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Ph.D. Students

      Li Kang

Research Direction:
Medical Image Processing, Deep Learning


kli@cse.cuhk.edu.hk


  Liu Quande

Research Direction:
Medical Image Analysis, Federated Learning, Domain Generalization


qdliu@cse.cuhk.edu.hk

Personal Website


  Luo Luyang

Research Direction:
Automatic Chest Radiograph Diagnosis, Medical Image Analysis, Deep Learning


lyluo@cse.cuhk.edu.hk

Personal Website


    Zhao Zixu

Research Direction:
Video Understanding, Robotic Vision, Deep Learning


zixuzhao1218@gmail.com

Personal Website


      Xu Jiaqi

Research Direction:
Medical Image Analysis, Deep Learning


jqxu@cse.cuhk.edu.hk


  Deng Danruo

Research Direction:
Graph Neural Networks, Meta Learning, Drug Discovery


danruo_d@hotmail.com


    Meng Ying

Research Direction:
Computer Graphics, Deep Learning


mengyingaiying1@gmail.com


    Yang Biqi

Research Direction:
3D Vision, Deep Learning


ybq981004@gmail.com


      Yu Yang

Research Direction:
Computer Vision, Robot Learning


yuyang9722@gmail.com


  Wang Bowen

Research Direction:
Graph Neural Networks, Drug Discovery


bwwang@cse.cuhk.edu.hk


    Wang Jing

Research Direction:
Machine Learning, Deep Reinforcement Learning


wwjingle@gmail.com


    Li Jinpeng

Research Direction:
Medical Image Analysis, Deep Learning


ljpadam@gmail.com


    Wang Jiaze

Research Direction:
Point Cloud Analysis, Video Understanding, Reinforcement Learning


jzwang@cse.cuhk.edu.hk


    Zhou Xinyi

Research Direction:
Graph Neural Networks, Drug Discovery


xinyizhou827@gmail.com

Ph.D. Students
Wong Tien Tsin
(1998)
Personal Website
[Current Position: Professor at CUHK]

Time-critical Modeling and Rendering: Geometry-based and Image-based Approaches

 

Chan Kar Ki
(2004)
 


A Novel Macro Particle Method for Compressible Flows: Graphics and Fluid Dynamics Applications

 

Choi Kup Sze
(2004)
 
[Current Position: Professor at PolyU]

Collaborative Virtual Environment for Web-based Medical Education

 

Yang Rong
(2005)
 
[Current Position: Professor at Shenzhen Univ.]

Fuzzifications of Choquet Integral and Their Applications on Data Mining

 

Wu Wen
(2006)
 


Realtime Techniques for Surgical Simulations

 

Qu Ying Ge
(2007)
 

Level Set Methods for Image Segmentation and Manga Stylization
Wang Guangyu
(2007)
 

GPU-Friendly Visual Rendering
Shi Lin
(2008)
Personal Website
[Current Position: Associate Professor at CUHK]

Computational Techniques for Statistical Morphometric Analysis of 3D MRI Data of Human Skull and Brain

 

Raymond Pang Wai Man (2008) Personal Website


Texture Aware Approaches Enhancing Visual Appearance

 

Ni Dong
(2008)
 
[Current Position: Professor at Shenzhen Univ.]

Ultrasound Image Stitching and Simulation for Ultrasound Guided Biopsy Training
Qin Jing
(2009)
 
[Current Position: Associate Professor at PolyU]

Key Techniques for Realistic, Interactive and Collaborative Virtual Surgery

 

Wu Hui Si
(2011)
 
[Current Position: Associate Professor at Shenzhen Univ.]

Image-based Symmetry Analysis and Its Applications
Guo Jixiang
(2011)
 
[Current Position: Assistant Professor at Sichuan Univ.]

Surgical Simulation for Vascular Interventional Radiology
Wang Liansheng
(2012)
Personal Website
[Current Position: Associate Professor at Xiamen Univ.]

Applications of Sparse Regularization to Inverse Problem of Electrocardiography
Li Shun
(2012)
 
[Current Position: CEO at Shenzhen Qijing Online Technology Co. Ltd]
A Simulation System of Vascular Interventional Radiology Procedures for Training Endovascular Skills
Wang Qiong
(2012)
 
[Current Position: Professor at Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences]
Real-time Mandibular Angle Reduction Surgical Simulator with Haptic Rendering
Yang Xuan
(2012)
 

Binocular Tone Mapping
Chui Yim Pan
(2013)
Personal Website
[Current Position: Lecturer at CUHK]

Meshless Deformable Models for Medical Simulation Applications
Chan Wing Yin, Joe
(2014)
 

Techniques for Effective Training via Computer-based Ultrasound Guided Needle Placement Simulator
Wang Weiming
(2014)
 
[Current Position: Research Assistant Professor at HK Open Univ.]
Multiscale Geodesic Active Contours and Local Phase Information in Ultrasonic Applications
Wei Mingqiang
(2015)
 
[Current Position: Associate Professor at Nanjing Univ. of Aeronautics and Astronautics]
Feature-preserving Surface Mesh Smoothing, Denoising and Applications in Biomedical Modeling
Liang Shuang (SIAT)
(2016)
 
[Current Position: Assistant Professor at Nanjing Univ. of Posts and Telecommunications]
Brain Computer Interface based on Feature Analysis and Recognition of Motor Imagery Electroencephalogram
Chen Guangyong
(2016)
 
[Current Position: Associate Professor at Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences]

Unsupervised Learning with High-dimensional Samples

 

Wang Yi
(2016)
 
[Current Position: Assistant Professor at Shenzhen Univ.]

Robust MR-TRUS Fusion for Image-guided Prostate Interventions

 

Chen Hao
(2017)
Personal Website  
[Current Position: Assistant Professor at HKUST]

Towards Intelligent Diagnosis: Deep Learning for Biomarker Detection and Semantic Parsing from Medical Images

Si Weixin
(2017)
 
[Current Position: Associate Professor at Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences]

Meshless Approximation Methods for Medical Simulation and Fluid Animation

 

Zhu Fengyuan
(2017)
 


Heterogeneous Modeling for Statistical Learning with Bayesian Nonparametric Approaches

 

Zhu Lei
(2017)
Personal Website
[Current Position: Post-doctoral Fellow at Univ. of Cambridge]

Computational Methods for 3D Mesh and 2D Image Layer Separations

 

Zheng Qingqing
(2018)
 
[Current Position: Senior Researcher at Youtu Lab, Tencent]

Statistical Learning for Sample-limited High-dimensional Data

 

Dou Qi
(2018)
Personal Website  
[Current Position: Assistant Professor at CUHK]

Analyzing High-dimensional Medical Images with Deep Learning

 

Yu Lequan
(2019)
Personal Website  
[Current Position: Post-doctoral Fellow at Stanford Univ.]

Towards AI-empowered Healthcare: Medical Image Analysis with Data-Efficient Deep Learning

Yang Xin
(2019)
Personal Website  
[Current Position: Assistant Professor at Shenzhen Univ.]

Deep Learning for Ultrasound Image Analysis: From Feasibility to Robustness

 

Jin Yueming
(2019)
Personal Website  
[Current Position: Senior Research Fellow at University College London]

Towards Intelligent Surgery: Dynamic Surgical Video Analysis with Deep Learning

Li Xiaomeng
(2019)
Personal Website  
[Current Position: Assistant Professor at HKUST]

Maximizing the Data Utilization Efficiency in Medical Imaging Diagnosis: from Full Supervision to Weak Supervision

 

Hu Xiaowei
(2020)
Personal Website  
[Current Position: Post-doctoral Fellow at CUHK]

Shadow Detection and Removal with Deep Learning

 

Li Xianzhi
(2020)
Personal Website  
[Current Position: Post-doctoral Fellow at CUHK]

Deep Learning Approaches for 3D Point Cloud Analysis and Applications

 

Liu Weiwen
(2020)
 


Balancing Accuracy and Fairness in Recommender Systems: From Offline to Online Algorithms

Tian Yang
(2020)
Personal Website  
[Current Position: Assistant Professor at Guangxi Univ.]

Novel Techniques to Enhance Selection and Typing Tasks in VR Environment

 

Wang Xi
(2020)
 
[Current Position: Post-doctoral Fellow at CUHK]

Weakly Supervised Deep Learning for Large-scale Medical Image Analysis

Lin Huangjing
(2020)
[Current Position: CTO at Imsight Medical Technology, Inc.]

Large Scale Pathological Whole-Slide Image Analysis via Efficient Deep Learning

 

Chen Cheng
(2021)
Personal Website  
[Current Position: Post-doctoral Fellow at CUHK]

Enhancing Robustness of Deep Neural Networks for Analyzing Heterogeneous Medical Images

 

Chen Pengfei
(2021)
Google Scholar  

A Study on Deep Neural Networks Trained with Noisy Labels

 

Gao Xiaojie
(2021)
 
[Current Position: Post-doctoral Fellow at CUHK]

Deep Learning for Surgical Video Analysis: From Recognition to Prediction

 

Shi Xueying
(2021)
Personal Website  

Towards Cost-effective Medical Image Analysis: From Active Learning, Semi-Supervised Learning to Cross-Domain Learning

 

Wang Shujun
(2021)
Personal Website  
[Current Position: Post-doctoral Fellow at CUHK]

Deep Model Generalization for Medical Image Analysis

 

Zhou Yanning
(2021)
Personal Website  

Efficient Learning for High Dimensional Medical Image Computing: from Micro to Macro

 

M.Phil. Students
Fung Ping Fu
(1998)
Personal Website
[Current Position: Senior Lecturer at CUHK]

High Performance Computer Simulated Bronchoscopy with Interactive Navigation

 

Siu Yu Hang
(1998)
 

Interactive Volume Visualization in a Virtual Environment
Wong Chun Ho
(1998)
 

Fast Interactive 2D and 3D Segmentation Tools
Fu Chi Wing
(1999)
Personal Website
[Current Position: Associate Professor at CUHK]

Interactive Illumination and Navigation Control in an Image based Environment

 

Chen Kwong Wai
(2000)
 

Isosurface Extraction and Haptic Rendering of Volumetric Data
Clara Law Tsui Ying
(2000)
 

Automatic Extraction of Bronchus and Centerline Determination from CT Images for 3D Virtual Bronchoscopy
Chui Yim Pan
(2001)
Personal Website
[Current Position: Lecturer at CUHK]

Resource Optimization and Dynamic State Management in a Collaborative Virtual Environment
Tang Wai Kuan
(2001)
 

Tele-Immersive Display with Live-streamed Video
Lee Keung Tat
(2002)
 

Fusing Scattered Images with Multiresolution Point-based Model
Queenie Leung Wing Shan
(2002)
 

Innovative Fuzzy Petri Net Model for Chinese Medicine Expert System
Billy Leung Ka Man
(2002)
 

Computer Simulated Needle Manipulation of Chinese Acupuncture
Raymond Pang Wai Man (2002) Personal Website

A Portable Capturing System for Image-based Relighting
Luo Guo
(2003)
Personal Website
[Current Position: Assistant Professor at CityU]

Reconstruction and Analysis of 4D Heart Motion from Tagged MR Images

 

Wang Guangyu
(2003)
 

A Learning-by-Example Method for Reducing BDCT Compression Artifact in High-Contrast Images
Albert Wang Jian Qing
(2004)
 

Exploit the GPU Power in Real-time Graphics and Visualization
Lu Yang
(2004)
 

Digital Photo Album Management Techniques - fromOne Dimension to Multi-Dimension
Wei Dan
(2005)
 

Exploiting the GPU Power for Image-based Relighting and Neural Network
Xie Yongming
(2008)
 

GPU-Friendly Marching Cubes
Chu Alan
(2010)
 

GL4D: A GPU-based Architecture for Interactive 4D Visualization
Meng Qiang
(2011)
 

User Interactive Techniques for Computer-Assisted Medical Applications
Lu Jie
(2012)
 

Segmentation of the Liver in CT Volumes based on Deformable Model
Wong Ka Wing
(2012)
 

Segmentation Outline Tracking from Sketches
Leung Ho Man
(2018)
Personal Website  
[Current Position: PhD student at Dartmouth College, USA]
Cross-Device Authentication via Motion Co-analysis with a Smartwatch in a Multi-user Multi-device Environment
Liu Lihao
(2020)
Personal Website  
[Current Position: PhD student at Univ. of Cambridge]

Supervised and Unsupervised Learning for 3D Brain Image Segmentation
Wang Xinying
(2021)
 

Techniques for Improving Medical Image Analysis: From Traditional Method to Deep Learning Method
Xue Cheng
[Current Position]:Post-doctoral Fellow
[Research Direction]: Medical Image Analysis & Deep Learning
Hu Xiaowei
[Current Position]:Post-doctoral Fellow
[Research Direction]: Computer Vision & Deep Learning
Li Xianzhi
[Current Position]: Post-doctoral Fellow
[Research Direction]: Point Cloud Analysis & 3D Vision
Wang Xi
[Current Position]: Post-doctoral Fellow
[Research Direction]: Medical Image Analysis & Deep Learning
Mohamed Azzam
[Current Position]: Post-doctoral Fellow
[Research Direction]: Machine Learning & Computer Vision
Zhang Yu
[Current Position]: Research Associate
[Research Direction]: Virtual Reality in Surgery Simulation and Medical Visualization
Chen Kexin
[Current Position]: Research Assistant
[Research Direction]: Machine Learning & Computer Vision
© Dr. Pheng Ann Heng 2021