Biography | Publications | Group Members | Projects


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Ph.D. Students

      Xu Jiaqi

Research Direction:
Medical Image Analysis, Deep Learning


jqxu@cse.cuhk.edu.hk


  Deng Danruo

Research Direction:
Machine Learning, Continual Learning


drdeng@cse.cuhk.edu.hk


    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


   Chen Kexin

Research Direction:
Machine Learning, Drug Discovery


kxchen@cse.cuhk.edu.hk


   Fan Xingyu

Research Direction:
Computing Biology, AI for health care


fanxingyuleonard@163.com


   Li Lanqing

Research Direction:
Drug Discovery, Trustworthy AI, Reinforcement Learning


lanqingli1993@gmail.com


 Miao Juzheng

Research Direction:
Medical image analysis, Reinforcement learning


juzhengmiao@gmail.com


   Yang Xikai

Research Direction:
Medical image analysis, Deep learning


xkyang22@cse.cuhk.edu.hk


Yang Yaodong

Research Direction:
Multiagent System, Deep Reinforcement Learning


yydapple@gmail.com


 Yuan Yuchen

Research Direction:
Medical image analysis, Deep learning


ycyuan22@cse.cuhk.edu.hk


 Zhu Runsong

Research Direction:
Surface Reconstruction, Point Clouds Processing, Deep Learning


zhurunsong@gmail.com


  Cao Hanqun

Research Direction:
Protein Design, Deep Generative Model


hanquncao@gmail.com


    Dang Xilin

Research Direction:
Medical Image Analysis, Deep Learning


dangxilin1208@gmail.com


    Guo Ziyu

Research Direction:
Multi-modality Learning, 3D Vision


zyguo@cse.cuhk.edu.hk


   Lang Lijun

Research Direction:
AI for science, drug discovery


lijunlangxmu@outlook.com


      Li Yan

Research Direction:
Deep Learning, Medical XR


lynnyan2017@gmail.com


   Li Yaoqian

Research Direction:
Medical AR, Deep Learning


yqli@cse.cuhk.edu.hk


   Liu Qixuan

Research Direction:
Medical Extended Reality, Human Computer Interaction


qxliu@cse.cuhk.edu.hk


     Qiu Yue

Research Direction:
Medical data visualization, Extended reality


yqiu23@cse.cuhk.edu.hk


Xing Zhenghao

Research Direction:
Computer Vision, Deep Learning


zhxing@cse.cuhk.edu.hk


  Xu Dunyuan

Research Direction:
Medical Image Analysis, Deep Learning


dyxu21@cse.cuhk.edu.hk

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: 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 SIAT, 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: Assistant Professor at Hong Kong Metropolitan University]
Multiscale Geodesic Active Contours and Local Phase Information in Ultrasonic Applications
Wei Mingqiang
(2015) 		 
[Current Position: 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: Zhejiang University - Zhejiang Lab Hundred-Program Researcher]

Unsupervised Learning with High-dimensional Samples

 
Wang Yi
(2016) 		 
[Current Position: Associate 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 SIAT, 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: Assistant Professor, HKUST (GZ)]

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

 
Zheng Qingqing
(2018) 		 
[Current Position: Associate Professor at SIAT, Chinese Academy of Sciences]

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: Assistant Professor at HKU]

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: Assistant Professor at NUS]

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: Research Scientist at Shanghai AI Laboratory]

Shadow Detection and Removal with Deep Learning

 
Li Xianzhi
(2020) 		Personal Website  
[Current Position: Associate Professor at Huazhong University of Science and Technology]

Deep Learning Approaches for 3D Point Cloud Analysis and Applications

 
Liu Ping (SIAT)
(2020) 		 
[Current Position: Senior Research Specialist, Zhejiang Lab]

Key Techniques of Radiofrequency Ablation Surgery Planning for Liver Tumors
Liu Weiwen
(2020) 		 
[Current Position: Researcher, Huawei Noah’s Ark Lab]

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 Stanford University]

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 Harvard University]

Enhancing Robustness of Deep Neural Networks for Analyzing Heterogeneous Medical Images

 
Chen Pengfei
(2021) 		Google Scholar  
[Current Position: Senior Researcher at Tencent]

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  
[Current Position: Senior Researcher at Tencent]

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

 
Wang Shujun
(2021) 		Personal Website  
[Current Position: Assistant Professor at HK PolyU]

Deep Model Generalization for Medical Image Analysis

 
Zhou Yanning
(2021) 		Personal Website  
[Current Position: Senior Researcher at Tencent]

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

 
Li Ruihui
(2021) 		Personal Website  
[Current Position: Associate Professor, Hunan University]

3D Point Cloud Analysis via Deep Learning

 
Li Kang
(2022) 		 
[Current Position: Post-doctoral Fellow at CUHK]

Towards Data-efficient Cardiac Image Analysis: From Cross-domain Learning to Domain-incremental Learning

 
Liu Quande
(2022) 		Personal Website  
[Current Position: Researcher at Tencent]

Multi-center Medical Image Computing with Robust Federated Learning and Beyond

 
Luo Luyang
(2022) 		Personal Website  
[Current Position: Post-doctoral fellow at HKUST]

Understanding and Learning From Imperfect Data for Medical Image Diagnosis

 
Zhao Zixu
(2022) 		Personal Website  
[Current Position: Researcher at Amazon]

Exploring Video Correspondence for Efficient Cognitive Intelligence in Robotic Surgery

 
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: 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 The Hang Seng University of Hong Kong]

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
Gu Chunbin
[Current Position]: Post-doctoral Fellow
[Research Direction]: Artificial Intelligence & Drug Discovery
Han Yuqiang
[Current Position]: Post-doctoral Fellow
[Research Direction]: Artificial Intelligence & Drug Discovery
Li Caizi
[Current Position]: Post-doctoral Fellow
[Research Direction]: Medical Image Analysis & Surgical Video Analysis & Deep Learning
Li Kang
[Current Position]: Post-doctoral Fellow
[Research Direction]: Medical Image Processing & Deep Learning
Liu Jiacheng
[Current Position]: Post-doctoral Fellow
[Research Direction]: Machine Learning & Drug Discovery
Lei Long
[Current Position]: Post-doctoral Fellow
[Research Direction]: Surgical Robotics & Medical Image Analysis
Pei Jialun
[Current Position]: Post-doctoral Fellow
[Research Direction]: Computer Vision & Medical Image Analysis & Instance-level Segmentation
Zhang Jingyang
[Current Position]: Post-doctoral Fellow
[Research Direction]: Medical Image Analysis & Deep Learning
Zhang Yuhan
[Current Position]: Post-doctoral Fellow
[Research Direction]: Medical Image Analysis & Deep Learning
Zhou Kang
[Current Position]: Post-doctoral Fellow
[Research Direction]: Medical Image Analysis & Deep Learning & Computer Vision
Zhang Yu
[Current Position]: Research Associate
[Research Direction]: Virtual Reality in Surgery Simulation and Medical Visualization
Zeng Xin
[Current Position]: Research Associate
[Research Direction]: Artificial Intelligence & Drug Discovery
Cai Jinyue
[Current Position]: Research Assistant
[Research Direction]: Medical Image Analysis & Deep Learning
Chen Hao
[Current Position]: Research Assistant
[Research Direction]: Computer Vison & Deep Learning
Choy Kin Cheung
[Current Position]: Research Assistant
[Research Direction]: Drug Discovery & Reinforcement Learning
Duan Ran
[Current Position]: Research Assistant
[Research Direction]: Medical Image Analysis & Few-shot Learning
Du Heng
[Current Position]: Research Assistant
[Research Direction]: Deep Learning & Medical XR
Liu Zehua
[Current Position]: Research Assistant
[Research Direction]: 3D Visualization & Hemodynamics
Wang Yihan
[Current Position]: Research Assistant
[Research Direction]: 3D Vision & Deep Learning
Yan Qiao
[Current Position]: Research Assistant
[Research Direction]: Point Cloud Processing & Multi-Modality Vision
Zhu Yu
[Current Position]: Research Assistant
[Research Direction]: Medical Image Analysis & Deep Learning
© Dr. Pheng Ann Heng 2023