Department of Computing and Decision Sciences

Projects

Projects per year 2010 2020 2021 2022 2023 2026

• 2 Not started
• 3 Curtailed
• 29 Active
• 68 Finished

Projects per year

Search results

• Active

  Intelligent Information-based Transport System for Smarter Traffic and Safer Mobility

  WONG, P. Y. P. & LEE, K. Y. K.

  1/09/23 → 31/08/25

  Project: Grant Research

• Contrastive Sentence Representation Learning with Adaptive False Negative Cancellation

  XIE, H.

  LU Research Committee

  1/07/23 → 30/06/24

  Project: Grant Research

• Multimodal Machine Learning for Elderly Mortality Prediction (基于多模态机器学习方法的老年人死亡风险预测研究)

  SEE-TO, W. K. E.

  LU Research Committee

  1/07/23 → 30/06/24

  Project: Grant Research

• Acoustic-based contact-free gesture recognition for human-computer interaction

  SHEN, J.

  LU Research Committee

  1/06/23 → 28/02/25

  Project: Other Knowledge Transfer

• Design of Service Systems in the Presence of Network Effects

  SHANG, W.

  LU Research Committee

  1/06/23 → 31/05/25

  Project: Grant Research

• Trustworthiness Prediction on Home-sharing Platforms using Unstructured Data

  CHIU, H. W. B.

  LU Research Committee

  1/05/23 → 30/04/24

  Project: Grant Research

• Knowledge Graph-based Recommendation Framework for Manual Network Configuration

  SHEN, J.

  LU Research Committee

  1/05/23 → 30/04/25

  Project: Grant Research

• Balancing User Privacy and Data Utility in Mobile Crowdsensing

  SHEN, J.

  Lam Kei On Memorial Trust

  27/03/23 → 26/03/26

  Project: Grant Research

• Cultural Innovation Using Creative AI Technologies

  SEE-TO, W. K. E.

  1/02/23 → 30/04/24

  Project: Professional Projects (including Consultancy)

• Analysing Genomes Data through Learning Generative Neural Networks with Neuroevolution

  LEE, K. Y. K.

  LU Research Committee

  1/01/23 → 31/12/24

  Project: Grant Research

• Multimodal Scientific Literature Summarization

  CHIU, H. W. B.

  LU Research Committee

  1/01/23 → 28/08/24

  Project: Grant Research

• Should Delivery-Time Ratings be Disclosed in Online Markets? Optimal Pricing and Promised Delivery Time Decisions with Theoretical Models Supported by Empirical Data

  LENG, M. & BECERRIL-ARREOLA, R.

  Research Grants Council (HKSAR)

  1/01/23 → 31/12/24

  Project: Grant Research

• Preserving Implicative Privacy via Context-Aware Generative Approaches in Mobile Crowdsensing

  SHEN, J.

  LU Research Committee

  1/01/23 → 31/12/24

  Project: Grant Research

• Integrating Novel Dropout Mechanism into Label Extension for Emotion Classification

  XIE, H.

  LU Research Committee

  1/01/23 → 31/12/23

  Project: Grant Research

  • Simulation Mode 100%
  • Domains 87%
  • Adverse Weather 87%
  • Object Detection 87%
  • Classification 66%

• A Preliminary Investigation and Evaluation on Sentence Representation Models based on Contrastive Learning

  XIE, H.

  LU Research Committee

  1/01/23 → 31/12/23

  Project: Grant Research

  • Adverse Weather 100%
  • Object Detection 100%
  • Snow 100%
  • Real World 30%
  • Detection 20%

• Capacity Sharing in Service Industries

  SHANG, W.

  Research Grants Council (HKSAR)

  1/01/23 → 31/12/24

  Project: Grant Research

• Trustworthiness Prediction on Home-sharing Platforms using Structured Data

  CHIU, H. W. B.

  LU Research Committee

  1/12/22 → 30/11/23

  Project: Grant Research

• Incorporating Visual and Auditory Contents into Scientific Document Summarization

  CHIU, H. W. B.

  Lam Kei On Memorial Trust

  1/09/22 → 31/08/24

  Project: Grant Research

• Data Augmentation Techniques for Contrastive Sentence Representation Learning

  XIE, H., LI, Z. & WONG, T. L.

  Lam Kei On Memorial Trust

  1/08/22 → 31/07/24

  Project: Grant Research

  • Behavioral Pattern 100%
  • Domains 100%
  • Models 100%
  • Contrastive Learning 100%
  • Learning Model 100%

• Regional emergency medical service facility location and material demand forecasting & scheduling during a pandemic

  LIANG, L. P.

  1/07/22 → 31/12/23

  Project: Grant Research

• A Smart Intelligent GeoAI Solution to Predict & Tackle Mosquito-borne Diseases in Hong Kong

  WONG, P. Y. P., WONG, M. L., LEE, K. Y. K. & HO, W. R.

  Innovation and Technology Commission (HKSAR)

  1/05/22 → 31/10/23

  Project: Grant Research

• Research on Shenzhen Metro Passenger Flow Big Data Dimensionality Reduction Real-time Modeling, Congestion Alarming and Smart Commuting Methods (深圳地铁客流大数据实时降维建模、拥塞预警与智慧出行方法研究)

  QIN, S. J. & DONG, Y.

  深圳市科技创新委员会

  30/04/22 → 30/04/25

  Project: Grant Research

• Introducing New Products via Online Social Media Influencers

  LIANG, L. P.

  Research Grants Council (HKSAR)

  1/01/22 → 30/06/24

  Project: Grant Research

• Graph Approach for Document Clustering

  SEE-TO, W. K. E.

  LU Research Committee

  1/01/22 → 31/12/23

  Project: Grant Research

• Research on the driving abnormality detection in smart traffic

  XIE, H.

  1/12/21 → 31/12/23

  Project: Grant Research

• Dimension reduction modeling methods for high dimensional dynamic data in smart manufacturing and operations (智能製造與運營系統中高維動態數據的降維建模方法)

  QIN, S. J.

  Research Grants Council (HKSAR)

  1/09/21 → 31/08/24

  Project: Grant Research

• Self-Supervised Learning for Medical Images

  XIE, H.

  1/09/21 → 31/08/24

  Project: Grant Research

  • Geometric Information 100%
  • RGB Image 100%
  • Forward Networks 100%
  • Semantic Context 100%
  • Semantic Object 60%

• Resilient PPE Supply Chains for Hong Kong Health Systems: Current and Post Covid-19 Pandemic (LU-Part)

  YAN, H. & QIN, S. J.

  Research Grants Council (HKSAR)

  1/03/21 → 29/02/24

  Project: Grant Research

• Adaptive Dynamic Range Enhancement Oriented to High Dynamic Display (面向高動態顯示的自適應動態範圍增強)

  KWONG, S. T. W., KUO, C. J., WANG, S. & ZHANG, X.

  Research Grants Council (HKSAR)

  1/01/21 → 30/06/24

  Project: Grant Research

  • Models 100%
  • Control 61%
  • Experimental Result 45%
  • Image Quality Assessment 44%
  • Reference Image 41%
• Not started

  Incorporating Visual-Linguistic Features into Scientific Document Summarization (將視覺語言特徵納入科學文獻摘要)

  CHIU, H. W. B.

  1/01/24 → 30/06/26

  Project: Grant Research

• Style Is Queen! The Effect of Linguistic Complexity in Content Marketing from an Entropy Perspective (風格就是女王！從熵的視角來檢測語言複雜性對內容營銷的影響)

  CUI, G., XIE, H., PENG, L. & CHUNG, Y. H. S.

  Research Grants Council (HKSAR)

  1/01/24 → 31/12/25

  Project: Grant Research

• Finished

  Data-driven Revenue Management and Optimization for Liner Shipping

  LENG, M.

  LU Research Committee

  1/07/22 → 30/06/23

  Project: Grant Research

• Research on Product Information Disclosure, Demand Information Sharing, and Operation Mode Selection for E-commerce Retailing Platform with Strategic Consumers

  LENG, M.

  LU Research Committee

  1/07/22 → 30/06/23

  Project: Grant Research

• Developing Diagnosis System based on Self-Supervised Adversarial Learning for Babies with Congenital Heart Defects

  XIE, H.

  LU Research Committee

  1/07/22 → 30/06/23

  Project: Grant Research

  • Healthcare 100%
  • Information Fusion 85%
  • Artificial Intelligence 85%
  • Research 85%
  • Geometric Information 33%

• International Conference on Artificial Intelligence and Big Data Applications

  XIE, H. & WONG, M. L.

  Commerce and Economic Development Bureau

  1/07/22 → 30/09/23

  Project: Professional Projects (including Consultancy)

• Modeling Bitcoin Transaction Network via Structural Identity Representation

  XIE, H. & DAI, H. H.

  LU Research Committee

  1/07/22 → 30/06/23

  Project: Grant Research

  • Deep Learning 100%
  • Simulation Mode 96%
  • Application 56%
  • Real World 34%
  • Graph Neural Network 33%

• Cluster-level Social Emotion Classification Across Domains

  XIE, H.

  LU Research Committee

  1/03/22 → 28/02/23

  Project: Grant Research

  • Simulation Mode 100%
  • Deep Learning 98%
  • Domains 65%
  • Real World 61%
  • Application 47%

• Mastering AI Skills through Gamification

  SEE-TO, W. K. E.

  1/02/22 → 30/04/23

  Project: Professional Projects (including Consultancy)

• Preliminary Study on Deep Learning Techniques for Learning Low-level Visions for All Seasons

  XIE, H., LIAO, J. & QIN, J.

  LU Research Committee

  1/01/22 → 18/12/22

  Project: Grant Research

  • Simulation Mode 100%
  • Deep Learning 57%
  • Graph Neural Network 50%
  • Point Cloud 50%
  • Support Vector Machine 50%

• Parallel NMTF for Text Data Co-clustering

  XIE, H.

  LU Research Committee

  1/12/21 → 30/11/22

  Project: Grant Research

  • Deep Learning 100%
  • Text Classification 67%
  • Point Cloud 67%
  • Deep Architecture 67%
  • Experimental Result 54%

• A Label Extension Schema for Improved Text Emotion Classification

  XIE, H.

  LU Research Committee

  1/07/21 → 30/06/22

  Project: Grant Research

  • Simulation Mode 100%
  • Networks 61%
  • Topic Modeling 33%
  • Contexts 32%
  • Detection 29%

• A New Hybrid Forecasting Approach and Its Application in the Power Load Prediction

  LENG, M.

  LU Research Committee

  1/06/21 → 31/05/23

  Project: Grant Research

  • Simulation Mode 100%
  • Prediction Accuracy 70%
  • Prediction 66%
  • Long Short-Term Memory Network 60%
  • Forecasting Method 59%

• How AIoT technologies reinvent our daily environment

  SEE-TO, W. K. E. & HO, W. R.

  LU Research Committee

  1/06/21 → 31/05/23

  Project: Other Knowledge Transfer

• Enhancing the impact of data science research – Phase 1

  XIE, H.

  LU Research Committee

  1/06/21 → 31/12/22

  Project: Other Knowledge Transfer

• Facilitate Tree-Structured Topic Modeling via Nonparametric Neural Inference

  XIE, H.

  LU Research Committee

  1/03/21 → 28/02/22

  Project: Grant Research

  • Simulation Mode 100%
  • Networks 64%
  • Classification Task 48%
  • Application 31%
  • Relationships 29%

• To learn AI-based real problems solving skills in a playful environment for gifted students

  SEE-TO, W. K. E.

  1/02/21 → 30/04/22

  Project: Professional Projects (including Consultancy)

• Learning the Desirable Blood Pressure for Elderly: A Data Driven Approach

  SEE-TO, W. K. E.

  Lam Kei On Memorial Trust

  1/01/21 → 31/12/22

  Project: Grant Research

• Incentivizing the System-Wide Adoption of Blockchain Technology in a Food Supply Chain: A Cooperative Game Approach (激励在食品供应链中全系统采用区块链技术：一种合作博弈方法)

  LENG, M., PARLAR, M. & SOSIC, G.

  Research Grants Council (HKSAR)

  1/01/21 → 31/12/22

  Project: Grant Research

  • Supply Chain Management 100%
  • Electric Vehicles 96%
  • Decision 96%
  • Prices 68%
  • Analysis 67%

• The Impact of Store Brand Entry under Asymmetric Information

  SHANG, W.

  LU Research Committee

  1/01/21 → 31/08/23

  Project: Grant Research

• Behavioral Scoring for Small Businesses Using Transaction Data

  LIANG, L. P. & YE, H.

  LU Research Committee

  1/01/21 → 31/12/22

  Project: Grant Research