Department of Computer Science

Projects

Projects per year 2003 2019 2021 2022 2023 2024 2025 2028

• 34 Not started
• 59 Active
• 99 Finished

Projects per year

Search results

• Active

  Advancing clinical differentiation between constipation-predominant irritable bowel syndrome and functional constipation using machine learning models

  ZHANG, L., VELDSMAN, W. P., BIAN, Z. & Lam, Y. Y.

  14/09/24 → 13/09/27

  Project: Research project

  • Metagenome 100%
  • Machine learning 81%
  • Human Genome 73%
  • Genomics 72%
  • Metagenomics 57%

• Improved Metabolic Network Reconstruction and Metabolite Profiles Prediction using Complete and Strain-Resolved Microbial Genomes

  ZHANG, L., BIAN, Z., ZHAI, L., Li, S. & Li, J.

  30/06/24 → 31/05/27

  Project: Research project

  • Metagenome 100%
  • Microbial Genome 90%
  • Metabolic Networks and Pathways 85%
  • Genome 79%
  • Metagenomics 65%

• Federated Graph Management and Querying: Subgraphs, Keywords, and Privacy

  HUANG, X., HU, H., LIU, J., WANG, Q., XU, J., YANG, R. & Ye, Q.

  30/06/24 → 29/06/27

  Project: Research project

  • Data privacy 100%
  • Graph structures 81%
  • Query processing 59%
  • Data Analytics 58%
  • Directed graphs 56%

• Integrating ChatGPT with Search Engine, Recommender System and Online Advertising to Enhance User Experience on Online Service Platforms

  Zhao, X., XU, J., King, I., Li, Q., Li, Y. & Qin, S. J.

  1/06/24 → 30/11/27

  Project: Research project

  • User experience 100%
  • Search engines 76%
  • Recommender systems 75%
  • Marketing 73%

• Dinno Soundwave Technology Limited

  XU, J.

  1/04/24 → 31/03/25

  Project: Knowledge transfer project

• AI Models Helping Combat Antibiotic Resistance in ICU – Personalized Decision Support for Empirical Antibiotic Therapy

  YIN, K., CHEUNG, K. W., ZHANG, L., Tong, T. M. C. & SIN, C. T. E.

  1/04/24 → 31/03/27

  Project: Research project

  • Anti-Bacterial Agents 100%
  • Microbial Drug Resistance 95%
  • Antimicrobial Stewardship 26%
  • Information Systems 22%
  • Critical Illness 18%

• Equipment Matching Fund - GPU cluster for largescale biomolecular simulations, drug screening, protein structure prediction, and protein design

  ZENG, X., TANG, Q., XIA, Y., HAN, W., CHENG, Y. K. & ZHOU, C.

  26/03/24 → 25/03/26

  Project: Research project

• Realtime Relevance Search over Massive Attributed Graphs

  YANG, R.

  1/01/24 → 31/12/26

  Project: Research project

  • Recommender systems 100%
  • Graph structures 86%
  • Bioinformatics 82%
  • Electric network analysis 75%
  • Query processing 55%

• 多模态重症大数据上结合临床决策过程的可解释表征学习算法研究

  YIN, K.

  1/01/24 → 31/12/26

  Project: Research project

• Semi-supervised Classification of Long-tailed Data with Hierarchically Related Labels in a Concept Drift Environment

  CHEUNG, Y. M.

  1/01/24 → 31/12/26

  Project: Research project

  • dictionary 100%
  • Labels 89%
  • Watermarking 89%
  • Classifiers 84%
  • Remote sensing 82%

• 基于流行病学知识嵌入的机器学习模型及其在传染病传播风险预测中的应用

  LIU, Y., LIU, J. & LIU, M.

  1/01/24 → 31/12/26

  Project: Research project

• Facial Reenactment in a Monocular Video Stream for Speaker Verification and Its Applications

  CHEUNG, Y. M.

  1/01/24 → 31/12/28

  Project: Research project

  • dictionary 100%
  • Watermarking 89%
  • Tuning 82%
  • Remote sensing 82%
  • Convolution 78%

• 非完备环境中的可信联邦学习研究

  HAN, B.

  1/01/24 → 31/12/27

  Project: Research project

• 面向大规模二分图的高效协同聚类算法

  YANG, R.

  1/01/24 → 31/12/26

  Project: Research project

• 动态环境中的反射分离技术研究

  WAN, R.

  1/01/24 → 31/12/26

  Project: Research project

  • Scattering 100%
  • Lighting 84%
  • Color 76%
  • Uncertainty 66%
  • Water 57%

• Querying Large Networks of Cryptocurrencies

  CHOI, B.

  1/01/24 → 31/12/26

  Project: Research project

  • Keyword Search 100%
  • Cryptocurrency 75%
  • Distributed Systems 61%
  • Search Algorithm 30%
  • Blockchain 24%

• Efficient Algorithms for Truss Maintenance over Large Dynamic Graphs

  HUANG, X.

  1/01/24 → 31/12/26

  Project: Research project

  • Uncertainty 100%
  • Complex networks 54%
  • Airports 53%
  • Telecommunication networks 46%
  • Mobile computing 44%

• Investigation of abdominal pain management in diarrhea-predominant irritable bowel syndrome via short-chain fatty acids/GLP-1 axis

  BIAN, Z., ZHANG, L. & WONG, H. L. X.

  1/01/24 → 31/12/26

  Project: Research project

  • Volatile Fatty Acids 100%
  • Irritable Bowel Syndrome 90%
  • Abdominal Pain 70%
  • Glucagon-Like Peptide 1 67%
  • Gastrointestinal Microbiome 31%

• A Privacy-Preserving Generalised Heterogeneous Federated Learning Framework for Biometrics Verification

  YUEN, P. C., Ye, M. & DU, B.

  1/01/24 → 31/12/27

  Project: Research project

• 面向智慧城市和智慧物流中新型問題的關鍵機理與方法研究

  Ye, K., XU, J. & Yen, J.

  1/01/24 → 31/12/27

  Project: Research project

• 分布外数据下的可信图表征学习研究 Trustworthy Graph Representation Learning under Out-of-distribution Data

  HAN, B., ZHANG, Y., WANG, Q., ZHU, J., ZHOU, Z., JIANG, X., TIAN, H. & PENG, X.

  1/01/24 → 31/12/26

  Project: Research project

  • Drug Discovery 100%
  • Invariance 39%
  • Deep learning 33%
  • Learning algorithms 30%
  • Degradation 25%

• 三维动态空间中的视觉障碍物去除技术研究

  WAN, R.

  1/01/24 → 31/12/26

  Project: Research project

  • Uncertainty 100%
  • Tomography 76%
  • Imaging techniques 61%
  • Image reconstruction 41%
  • Deep learning 35%

• Identifying High-Risk Early-Stage Chronic Liver Disease Patients 识别高危早期慢性肝病患者

  YUEN, P. C.

  1/01/24 → 31/12/25

  Project: Research project

• New Directions in Trustworthy Machine Learning

  HAN, B.

  1/12/23 → 30/11/24

  Project: Research project

  • Machine learning 100%

• Construction of a Traditional Chinese Medicine Diagnostic and Treatment Assistance System for Long COVID Based on Big Data and Artificial Intelligence

  TIAN, L., Zhong, L., TANG, L. H., LYU, A., LIU, J., ZHOU, C. & Lam, P. Y.

  1/11/23 → 31/10/25

  Project: Research project

  • Medicine 100%
  • Big data 89%
  • Artificial intelligence 87%

• Construction of a Traditional Chinese Medicine Diagnostic and Treatment Assistance System for Long COVID Based on Big Data and Artificial Intelligence 基於大數據和人工智能的長新冠中醫診療輔助系統搭建

  TIAN, L., Zhong, L., TANG, L. H., LYU, A., LIU, J., ZHOU, C. & Lam, P. Y.

  1/11/23 → 31/10/25

  Project: Research project

  • Medicine 100%
  • Big data 89%
  • Artificial intelligence 87%

• The Research on Trustworthy Federated Learning with Application to PaddlePaddle

  HAN, B.

  31/10/23 → …

  Project: Research project

  • electronic learning 100%
  • learning 53%

• Automated assessment of speech difficulty: Application of automatic speech recognition technology

  CHEN, L., LIU, M. & LIU, N.

  1/07/23 → 30/06/25

  Project: Research project

  • employer 100%
  • performance 87%
  • educator 77%
  • interpreter 68%
  • coherence 58%

• Genomic Insights into Environmental Adaptation and Diversity of Deep-sea Siboglinidae

  QIU, J., IP, C. H., Lan, Y., Jose, M., Qian, P. Y., Geg, R. & XU, J.

  1/06/23 → 31/05/26

  Project: Research project

  • Siboglinidae 100%
  • Annelida 56%
  • genomics 31%
  • genetic databases 19%
  • phylogeny 18%

• TadReamk Limited

  XU, Y. D.

  1/04/23 → 31/03/25

  Project: Knowledge transfer project

• Face Image Reflection Removal Based on Neural Radiance Fields

  WAN, R.

  1/03/23 → 28/02/26

  Project: Research project

  • Color 100%
  • Scattering 87%
  • Lighting 74%
  • Water 50%
  • Luminance 35%

• Smart Port Platform Merkle Hash and Blockchain Technologies

  XU, J.

  1/03/23 → 30/12/24

  Project: Research project

  • Port Development 100%
  • Information Infrastructure 84%
  • Consultancy 73%
  • Module 72%

• Efficient Algorithms for Kernel Density Estimation

  CHAN, T. N.

  1/01/23 → 31/12/25

  Project: Research project

• Delivering carbon-neutral goals through smart social learning in communities: A cross-cultural analysis of three Asian cities (Kyoto, Seoul and Hong Kong)

  MAH, D. N., CHEUNG, D. M., CHOI, B., Kim, H., McLellan, B., Siu, A. & Yun, S.

  1/01/23 → 30/06/25

  Project: Research project

  • learning 100%
  • city 51%
  • carbon 40%
  • smart grid 33%
  • residential energy 33%

• News Summarizations and Combating Misinformation based on Social Relation

  MA, J.

  1/01/23 → 31/12/25

  Project: Research project

• Conversation-based Reasoning for Explainable Fake News Detection via Weakly Supervised Evidence Detection

  MA, J.

  1/01/23 → …

  Project: Research project

  • Neural networks 100%
  • Distillation 72%
  • Tuning 54%
  • Supervised learning 49%
  • Experiments 25%

• Expressive and Controllable AI Music Creation based on Audio-Oriented Representation Analysis on Large-scale Data

  XUE, W.

  1/01/23 → …

  Project: Research project

  • Artificial intelligence 100%
  • Acoustic waves 59%
  • Chemical analysis 49%
  • Entertainment 41%

• Research on Multichannel Speech Enhancement based on Acoustic Environment Representation Learning

  XUE, W.

  1/01/23 → 31/12/25

  Project: Research project

• Learning with Complex Data: A Mutual-Information-Guided Deep Learning (MIGDL) Framework

  LIU, J.

  1/01/23 → …

  Project: Research project

  • Deep Learning 100%
  • Epidemiology 95%
  • Chaotic Behavior 80%
  • Infectious Diseases 79%
  • learning 79%

• Towards Efficient and Verifiable SQL Queries with Trusted Hardware in Blockchain Systems

  PENG, Z.

  1/01/23 → …

  Project: Research project

  • Blockchain 100%
  • Query processing 42%
  • Computer hardware 27%
  • Data structures 15%
  • Industry 12%

• Unsupervised Multi-source Domain Adaptation Approach to Deep Classification under a Complex Environment: A Challenging Problem?

  CHEUNG, Y. M.

  1/01/23 → …

  Project: Research project

  • Labels 100%
  • Deep learning 66%
  • Stacking 64%
  • Semantics 63%
  • Pruning 60%

• Identifying High-Risk Early-Stage Chronic Liver Disease Patients: A Test-Time Training Approach

  YUEN, P. C.

  1/01/23 → …

  Project: Research project

  • Liver 100%
  • Pathology 63%
  • Diffusion Model 46%
  • Imputation 36%
  • Image analysis 26%

• When Learned Index Meets Blockchain: Design, Algorithms, and Performance Evaluation

  XU, J.

  1/01/23 → …

  Project: Research project

  • Keyword Search 100%
  • Blockchain 62%
  • Distributed Systems 61%
  • Search Algorithm 30%
  • Graph in graph theory 24%

• Multi-scale Spatio-temporal Modeling, Learning, and Inference Methods for Complex Infectious Disease Systems

  LIU, J. & Shi, B.

  14/11/22 → 14/11/26

  Project: Research project

  • Pathogens 100%
  • Machine learning 54%
  • Data Science 33%
  • Climate change 27%
  • Data structures 20%

• Future Cinema Systems: Next-Generation Art Technologies

  SHAW, J., LIU, J., ALONSO TRILLO, R., NELSON, P., ZHOU, C., CHEN, L., WAN, R., LIU, Y. & Guo, Y.

  1/11/22 → 31/10/24

  Project: Research project

  • Entertainment 100%
  • Engines 87%
  • Human computer interaction 46%
  • Deep learning 41%
  • Virtual reality 40%

• Causal Inference for Natural Language Processing in Recommender Systems

  LI, L.

  1/08/22 → 31/07/25

  Project: Research project

• User-Controlled Secure Data Sharing and Analytics with Blockchain and Trusted Computing Technologies

  XU, J., Cao, J., Chen, L., CHU, X., Hu, H., Wang, C., BIAN, Z. & Zhang, K.

  1/05/22 → 30/04/25

  Project: Research project

  • Visualization 100%
  • Blockchain 74%
  • Directed graphs 71%
  • Decomposition 44%
  • Bitcoin 42%

• IntelligenceX Limited

  CHEUNG, Y. M.

  1/04/22 → 31/03/25

  Project: Knowledge transfer project

• "面向多源异构数据的多任务机器学习及其在广东省登革热预测预警中的 应用"

  LIU, Y.

  1/01/22 → 31/12/24

  Project: Research project

  • Multi-task learning 100%

• Towards Clinically Accurate Medical Image Report Generation Using Deep Generative Models

  CHEUNG, K. W. & Cheung, J. C. K.

  1/01/22 → 31/12/24

  Project: Research project

  • Radiology 100%
  • X rays 85%
  • Graph structures 77%
  • X-Rays 73%
  • Deep Learning 65%