College of Computing

Projects

Projects per year 2000 2012 2013 2015 2019 2020 2021 2022 2023 2024 2025 2026

• 28 Not started
• 266 Active
• 532 Finished

Projects per year

Search results

• Finished

  ECS: A Deep Learning Pipeline to Restore Images or Videos with Unknown and Mixed Defects

  LIAO, J. (Principal Investigator / Project Coordinator)

  1/08/19 → 24/07/23

  Project: Research

  • Image Synthesis 100%
  • Deep Learning Method 69%
  • Reference Image 54%
  • Image Translation 54%
  • Subnetwork 37%

• GRF: Multi-layer Compression for Lean Flash Storage

  XUE, C. J. (Principal Investigator / Project Coordinator)

  1/07/19 → 1/06/23

  Project: Research

  • Flash Memory 100%
  • Mobile Device 75%
  • Flash Storage 66%
  • User Experience 66%
  • Garbage Collection 41%

• ITF: Sport Video Analysis and Retrieval

  NGO, C. W. (Principal Investigator / Project Coordinator)

  1/07/19 → 20/12/20

  Project: Research

• ITF: Deep-learning based Artificial Intelligence Financial Portfolio Advisory Platform 

  Keung, J. W. (Principal Investigator / Project Coordinator), CHAN, W. K. (Co-Investigator), KWOK, L. F. (Co-Investigator), NGO, C. W. (Co-Investigator) & WONG, H. S. (Co-Investigator)

  1/06/19 → 30/11/21

  Project: Research

  • Defect Prediction 100%
  • Software Defect 72%
  • Prediction Model 50%
  • Class Imbalance Problem 40%
  • bug report 36%

• SZGov-SRI: 应用环境驱动的智能人脸活体检测算法研究

  WANG, S. (Principal Investigator / Project Coordinator)

  1/04/19 → 30/09/21

  Project: Research

• HMRF: A High-dimensional Machine Learning Approach to the Individualized Prediction of Hospital Readmissions for the Elederly with Chronic Diseases

  ZHANG, Q. (Principal Investigator / Project Coordinator)

  1/04/19 → 14/06/22

  Project: Research

  • Diabetes Mellitus 100%
  • Diseases 91%
  • New-Onset Atrial Fibrillation 84%
  • Blood Pressure Variability 76%
  • COVID-19 76%

• SZGov-SRI: 基于进化多目标优化的最优动作生成与迁移方法研究

  TAN, K. C. (Principal Investigator / Project Coordinator)

  18/03/19 → 17/09/21

  Project: Research

• EU_RGC: MINDSPACES HK - Responsive Neuro-design for Urbanism, Architecture and Interior Design

  BENAYOUN, M. (Principal Investigator / Project Coordinator), AG, T. T. (Co-Investigator), CHAN, H. M. (Co-Investigator), KLEIN, T. (Co-Investigator), LEUNG, W. H. H. (Co-Investigator), LU, J. (Co-Investigator) & STEFANOS, V. (Co-Investigator)

  1/03/19 → 20/09/23

  Project: Research

  • Hong Kong 100%
  • Digital Art 91%
  • art fairs 66%
  • Behavior Analysis 66%
  • Workflow Tool 66%

• GRF: Wavelet Analysis of Convolutional Deep Neural Networks and Approximation of Radial Functions

  ZHOU, D. (Principal Investigator / Project Coordinator)

  1/01/19 → 6/12/22

  Project: Research

  • Convolutional Neural Network 100%
  • Deep Learning Method 77%
  • Wavelet Analysis 66%
  • Radial Function 66%
  • Spline 50%

• GRF: Scalable Kernel-based Variable Selection with Theoretical Guarantee

  WANG, J. (Principal Investigator / Project Coordinator)

  1/01/19 → 5/08/22

  Project: Research

  • Hilbert Space 100%
  • Asymptotics 86%
  • Real Life 73%
  • Distributional Assumption 70%
  • Regression Model 70%

• GRF: Joint Inventory and Markdown Management for Perishable Products with Censored Demand Data

  GUO, P. (Principal Investigator / Project Coordinator) & BENSOUSSAN, A. (Co-Investigator)

  1/01/19 → 22/12/21

  Project: Research

  • Price 100%
  • Perishable Products 55%
  • Sales 55%
  • Substitution Rate 55%
  • Bayesian 41%

• GRF: Statistical Methods for Computer Model Parameter Calibration Based on Multi-fidelity Gaussian Process Emulators

  TAN, M.H.-Y. (Principal Investigator / Project Coordinator)

  1/01/19 → 15/06/23

  Project: Research

  • Gaussians 100%
  • Gaussian Process 51%
  • gaussian process model 46%
  • Multi-Fidelity 46%
  • Physical System 38%

• GRF: Explore Energy Landscape of Deep Learning to Understand Generalization Error

  ZHOU, X. (Principal Investigator / Project Coordinator)

  1/01/19 → 7/06/23

  Project: Research

  • Deep Learning Method 100%
  • Generalization Error 100%
  • Saddle Point 70%
  • Stochastics 70%
  • Function Value 62%

• GRF: A Collaborative Data-driven Methodology for Improving Wind Farm Operations and Maintenance

  ZHANG, Z. (Principal Investigator / Project Coordinator)

  1/01/19 → 7/06/23

  Project: Research

  • Compressed Air Motors 100%
  • Wind Power 43%
  • Autoencoder 43%
  • Deep Learning Method 42%
  • Offshore Wind Farms 32%

• ECS: Towards Immersive 3-D Telepresence: Compact Light-field Representation and Beyond

  HOU, J. (Principal Investigator / Project Coordinator)

  1/01/19 → 20/12/22

  Project: Research

  • Light Field 100%
  • Regularization 91%
  • Experimental Result 80%
  • Field Image 75%
  • Affinity Matrix 68%

• GRF: Towards Automatic Design of Deep Neural Networks

  TAN, K. C. (Principal Investigator / Project Coordinator) & QIN, K. (Co-Investigator)

  1/01/19 → 6/01/21

  Project: Research

  • Multiobjective 100%
  • Optimization Problem 96%
  • Evolutionary Algorithm 56%
  • Multiobjective Optimization Problem 51%
  • Multiobjective Optimization 51%

• GRF: New Paradigm for Facility Location Games: Group Externality, Fractional Preference and Minimum Distance

  LI, M. (Principal Investigator / Project Coordinator)

  1/01/19 → 9/06/23

  Project: Research

  • Approximation Ratio 100%
  • Facility Location 93%
  • Externalities 56%
  • Preference Model 43%
  • Convenience Store 37%

• GRF: Intelligent Mission Planning and Tracking Control of Autonomous Surface Vehicles Based on Neural Computation

  WANG, J. (Principal Investigator / Project Coordinator)

  1/01/19 → 3/01/24

  Project: Research

  • Neural Network 100%
  • Optimisation Problem 77%
  • Experimental Result 61%
  • Recurrent Neural Network 59%
  • Optimization Problem 57%

• GRF: Towards Network Stack as a Service in the Cloud

  XUE, C. J. (Principal Investigator / Project Coordinator) & XU, H. (Co-Investigator)

  1/01/19 → 7/12/22

  Project: Research

  • Guest Operating System 100%
  • cloud provider 66%
  • Tenant Network 66%
  • Testbed 50%
  • Network Management 50%

• ITF: Intelligent Mobile Video Transcoding System in Cloud

  WANG, S. (Principal Investigator / Project Coordinator)

  1/01/19 → 31/03/21

  Project: Research

  • Bit Rate 100%
  • Visual Quality 87%
  • Video Transcoding 66%
  • Versatile Video Coding 66%
  • Rate Control 66%

• GRF: Building Real-time Systems with OpenMP: Modeling, Analysis and Design 

  GUAN, N. (Principal Investigator / Project Coordinator)

  1/01/19 → 26/06/23

  Project: Research

  • Directed Acyclic Graph 100%
  • Schedulability Analysis 93%
  • Real Time Systems 91%
  • Criticality 66%
  • Real Time Scheduling 66%

• ECS: Towards Analysis-friendly Large-scale Visual Data Compression with Scalable Feature and Signal Representation

  WANG, S. (Principal Investigator / Project Coordinator)

  1/01/19 → 19/04/22

  Project: Research

  • Deep Learning Method 100%
  • Versatile Video Coding 93%
  • Experimental Result 75%
  • Image Quality Assessment 63%
  • Image Content 54%

• GRF: Network Slice Design and Management from A Tenant's Perspective

  WANG, J. (Principal Investigator / Project Coordinator)

  1/01/19 → 7/12/22

  Project: Research

  • Network Slicing 100%
  • Unmanned Aerial Vehicle 100%
  • Performance Guarantee 80%
  • Network Service Provider 73%
  • Motion Planning 50%

• NSFC-SRI: 面向单目标黑箱优化问题的分解进化算法

  ZHANG, Q. (Principal Investigator / Project Coordinator)

  1/01/19 → 31/12/22

  Project: Research

• Ger/HKJRS: Scheduling with Resource-dependent Processing Speeds & Uncertainty

  LI, M. (Principal Investigator / Project Coordinator) & KLING, P. (Co-Investigator)

  1/01/19 → 31/12/21

  Project: Research

• SZGov-SRI: 研究生实习扶持

  LI, S. (Principal Investigator / Project Coordinator)

  1/01/19 → 30/06/21

  Project: Research

• NSFC-SRI: 面向沉浸式3D远程呈现的动态3D点云高效压缩与自适应传输

  HOU, J. (Principal Investigator / Project Coordinator)

  1/01/19 → 31/12/22

  Project: Research

• GRF: Heterodimeric DNA Motif Synthesis and Validations

  WONG, K. C. (Principal Investigator / Project Coordinator) & SONG, Y. Q. (Co-Investigator)

  1/12/18 → 29/11/22

  Project: Research

  • Multiobjective 100%
  • RNA Sequencing 97%
  • Deep Learning Method 90%
  • High Throughput 80%
  • Clustering Algorithm 76%

• ECS: The Effort to Agree: Information-theoretic Limits and Practical Discussion Schemes

  CHAN, C. (Principal Investigator / Project Coordinator)

  1/12/18 → 8/05/23

  Project: Research

  • Mutual Information 100%
  • Deep Learning Method 74%
  • Secure Communication 50%
  • Communication Scheme 50%
  • Private Knowledge 50%

• DON: Deep-learning based Software Engineering for Practical Software Analytics

  Keung, J. W. (Principal Investigator / Project Coordinator)

  1/11/18 → 20/09/23

  Project: Research

  • Defect Prediction 100%
  • Software Defect 72%
  • Prediction Model 59%
  • Class Imbalance Problem 49%
  • Integration Test 36%

• ITF: Non-invasive Prenatal Paternity Testing (NIPPT) with Next Generation Sequencing

  LI, S. (Principal Investigator / Project Coordinator), JIANG, Y. (Co-Investigator), TAN, B. (Co-Investigator) & ZHAO, Z. (Co-Investigator)

  1/09/18 → 31/08/20

  Project: Research

  • Paternity Test 100%
  • Single Nucleotide Polymorphism 100%
  • Next Generation Sequencing 100%
  • Maternal Plasma 80%
  • Blood Plasma 80%

• GRF: Wide-area Crowd Counting on Camera Networks using Multi-view Fusion

  CHAN, A. B. (Principal Investigator / Project Coordinator)

  1/09/18 → 27/02/23

  Project: Research

  • Multiple Camera 100%
  • Deep Neural Network 62%
  • Deep Learning Method 60%
  • Annotation 50%
  • Camera View 50%

• GRF: Towards Reliability-guided Robust 3D NAND Flash Memories

  XUE, C. J. (Principal Investigator / Project Coordinator)

  1/07/18 → 23/06/22

  Project: Research

  • Mobile Device 100%
  • User Experience 88%
  • Input/Output 78%
  • Flash Memory 58%
  • File System 44%

• SZGov-SRI: 面向无人机群动态网络连接与覆盖的协同调度理论与关键技术研究

  WANG, J. (Principal Investigator / Project Coordinator)

  30/03/18 → 31/10/20

  Project: Research

• ITF: Innovative IT Platform to Enable Remote Group Cognitive Stimulation Therapy for Better Cognition and Well-being In Older Dementia Patients and Their Caregivers: The FaceCog Project.

  CHAN, A. B. (Principal Investigator / Project Coordinator) & KWAN, J. S. K. (Co-Investigator)

  1/03/18 → 11/01/19

  Project: Research

• DON: Deep Learning Methods to Infer the Dihedral Angles of Protein Structures

  LI, S. (Principal Investigator / Project Coordinator)

  1/02/18 → 28/04/22

  Project: Research

• GRF: Exactness Conditions of SDP Relaxations for Generalized Extended Trust Region Subproblems

  LI, D. (Principal Investigator / Project Coordinator)

  1/01/18 → 16/11/20

  Project: Research

  • Region Subproblem 100%
  • Trust Region 100%
  • Quadratic Programming 54%
  • Linear Time 50%
  • Generalized Trust 50%

• GRF: A Gaussian Process Modeling Approach for Predicting the Solution of a Partial Differential Equation

  TAN, M.H.-Y. (Principal Investigator / Project Coordinator)

  1/01/18 → 9/06/22

  Project: Research

  • Gaussians 100%
  • Gaussian Process 82%
  • gaussian process model 38%
  • Partial Differential Equation 32%
  • Modeling Approach 30%

• GRF: Reliability and Degradation Modelling for Rechargeable Battery

  ZHANG, Z. (Principal Investigator / Project Coordinator), TSUI, K. L. (Co-Investigator), WANG, D. (Co-Investigator) & ZHAO, Y. (Co-Investigator)

  1/01/18 → 22/12/20

  Project: Research

  • State of Health 100%
  • Lithium-Ion Batteries 86%
  • State of Charge 82%
  • Secondary Battery 78%
  • Life Prediction 50%

• GRF: Analysis and Design of Multiscale Neurodynamic Systems with Their Applications for Robust Control, Data Processing, and Supervised Learning

  WANG, J. (Principal Investigator / Project Coordinator)

  1/01/18 → 20/12/22

  Project: Research

  • Optimisation Problem 100%
  • Neural Network 100%
  • Optimization Problem 73%
  • Experimental Result 57%
  • Global Optimization 55%

• GRF: Unveiling and Improving Performance of NFV Software Dataplane

  XU, H. (Principal Investigator / Project Coordinator)

  1/01/18 → 29/09/20

  Project: Research

  • Virtualizations 100%
  • Computer Hardware 100%
  • Testbed 66%
  • Input/Output 66%
  • Software-Defined Networking 50%

• GRF: Shared Multimodal Data Representation Learning for Multi-sourced Event Detection

  LI, Q. (Principal Investigator / Project Coordinator)

  1/01/18 → 27/12/18

  Project: Research

  • Event Detection 100%
  • Representation Learning 100%
  • Data Representation 100%
  • Data Stream 100%
  • Journalist 100%

• GRF: Approximation Theory of Structured Deep Nets and Learning

  ZHOU, D. (Principal Investigator / Project Coordinator)

  1/01/18 → 4/05/21

  Project: Research

  • Deep Learning Method 100%
  • Approximation Theory 61%
  • Deep Neural Network 42%
  • Convolutional Neural Network 28%
  • Ridge Regression 28%

• GRF: Chinese Food Scanner: Modeling Ingredient Composition from Multimedia Perspective

  CHAN, W. K. (Principal Investigator / Project Coordinator) & NGO, C. W. (Co-Investigator)

  1/01/18 → 23/06/22

  Project: Research

  • Information Retrieval 100%
  • Nutrition 83%
  • Table Salt 66%
  • Sensation of Taste 66%
  • Food Ingredient 33%

• TDG(CityU): A Group Recommender System for Students

  CHOW, C. Y. (Principal Investigator / Project Coordinator)

  1/01/18 → 30/06/19

  Project: Research

  • Recommender Systems 100%
  • Machine Learning Technique 100%
  • Learning Method 100%
  • Project Group 100%
  • Expected Result 50%

• GRF: Privacy-preserving Task Recommendation for Cloud-based Crowdsourcing

  JIA, X. (Principal Investigator / Project Coordinator)

  1/01/18 → 22/06/22

  Project: Research

  • Privacy Preserving 100%
  • Blockchain 50%
  • Global Positioning System 25%
  • Correlated Data 25%
  • Internet-Of-Things 25%

• GRF: Towards Trustworthy and Secure Outsourced Middleboxes

  WANG, C. (Principal Investigator / Project Coordinator)

  1/01/18 → 31/12/21

  Project: Research

  • Blockchain 100%
  • Privacy Preserving 100%
  • Service Provider 66%
  • Packet Processing 66%
  • Sensitive Informations 41%

• ITF: Enabling Trustworthy and Privacy-preserving Search Services in Encrypted Blockchain Applications

  WANG, C. (Principal Investigator / Project Coordinator), CAI, C. (Co-Investigator) & YUAN, X. (Co-Investigator)

  1/01/18 → 30/06/19

  Project: Research

  • Blockchain 100%
  • Privacy Preserving 100%
  • Supply Chain 8%
  • Tamper Resistance 8%
  • Ciphertext 8%

• GRF: Double Edged Mobile and Wearable Side-Channels: Motion Leakage and Countermeasure

  LI, Z. (Principal Investigator / Project Coordinator) & WANG, J. (Co-Investigator)

  1/01/18 → 22/06/22

  Project: Research

  • side-channel 100%
  • Mobile Device 100%
  • Privacy Leakage 60%
  • Anti-Spoofing 50%
  • Captured Image 50%

• GRF: Toward Verifiable Services: Bound-Oriented Network Tomography

  WANG, J. (Principal Investigator / Project Coordinator) & Wu, K. (Co-Investigator)

  1/01/18 → 9/12/21

  Project: Research

  • Network Tomography 100%
  • Inference Bound 61%
  • Network Performance 37%
  • Graph Neural Network 30%
  • Reinforcement Learning 30%