College of Computing
Organisational unit: Academic Departments
Student Theses
- 2024
Reinforcement Learning Based Recommender Systems
Author: LIU, Z., 17 Sept 2024Supervisor: ZHOU, D. (Supervisor) & ZHAO, X. (Supervisor)
Student thesis: Doctoral Thesis
Author: LYU, Z., 5 Sept 2024Leveraging Graph-based Deep Learning for Enhanced Atrial Fibrillation-related Ischemic Stroke Risk PredictionSupervisor: LI, L. (Supervisor), TSUI, K. L. (Co-supervisor), ZHANG, Q. (Co-supervisor) & ZHANG, Z. (Co-supervisor)
Student thesis: Doctoral Thesis
Statistical Machine Learning Methods with Applications in Medical Imaging Data Analysis
Author: YANG, G., 26 Aug 2024Supervisor: YANG, Y. (Supervisor) & FENG, L. (Supervisor)
Student thesis: Doctoral Thesis
User Behavior Modeling and Applications in Dynamic Marketing Systems
Author: WANG, J., 26 Aug 2024Supervisor: YANG, Y. (Supervisor)
Student thesis: Doctoral Thesis
Machine Learning-Enhanced Mathematical Oncology Approaches to Personalized Adaptive Cancer Therapy
Author: LU, Y., 22 Aug 2024Supervisor: HO, C. P. (Supervisor) & ZHANG, Q. (Co-supervisor)
Student thesis: Doctoral Thesis
New Algorithms for Continuous DR-submodular Maximization in Dynamic and Decentralized Environments: Simple Implementation, Tight Approximation and High Efficiency
Author: ZHANG, Q., 12 Aug 2024Supervisor: YANG, Y. (Supervisor)
Student thesis: Doctoral Thesis
Resource-efficient Execution of Deep Neural Networks on Mobile Edge Devices
Author: WANG, K., 5 Aug 2024Supervisor: LI, Z. (Supervisor)
Student thesis: Doctoral Thesis
Three Essays on Deep Learning Application in Financial Technology
Author: LI, Y., 3 Aug 2024Supervisor: WU, Q. (Supervisor)
Student thesis: Doctoral Thesis
Intelligent Video Coding and Processing Techniques for Enhanced Virtual Environments
Author: LI, B., 29 Jul 2024Supervisor: WANG, S. (Supervisor)
Student thesis: Doctoral Thesis
Explainable Model for Time Series Data
Author: WANG, C., 25 Jul 2024Supervisor: WU, Q. (Supervisor)
Student thesis: Doctoral Thesis
The Influence Mechanism of Urban Environments on Human Well-Being: A Data-Driven Approach
Author: HAN, N., 23 Jul 2024Supervisor: LI, L. (Supervisor) & Zhu, T. (External person) (External Supervisor)
Student thesis: Doctoral Thesis
Advancing Flexibility in 3D Generation and Optimization via Continuous Representation
Author: YANG, Z., 19 Jul 2024Supervisor: ZHANG, Q. (Supervisor)
Student thesis: Doctoral Thesis
Exploring Generalization in Neural Networks: From Centralized Training to Federated Learning
Author: TIAN, X., 17 Jul 2024Supervisor: WANG, S. (Supervisor)
Student thesis: Doctoral Thesis
Towards More Adaptive and Reliable Artificial Intelligence: Exploration in Sequential Data, Images and Large Language Models
Author: HU, X., 16 Jul 2024Supervisor: WU, Q. (Supervisor) & ZHANG, Q. (Co-supervisor)
Student thesis: Doctoral Thesis
Achieving Lightweightness and Data Efficiency in Deep Reinforcement Learning for Compound Agent Learning
Author: XU, M., 15 Jul 2024Supervisor: WANG, J. (Supervisor) & ZHANG, Q. (Supervisor)
Student thesis: Doctoral Thesis
Designing Effective Attention Mechanisms for Transformers
Author: ZHU, L., 15 Jul 2024Supervisor: LAU, R. W. H. (Supervisor)
Student thesis: Doctoral Thesis
Causal Discovery for Graphical Models
Author: ZHAO, R., 5 Jul 2024Supervisor: ZHOU, X. (Supervisor) & WANG, J. (Supervisor)
Student thesis: Doctoral Thesis
Towards Ubiquitous Wearable-based Human-Centered Sensing
Author: DUAN, D., 3 Jul 2024Supervisor: XU, W. (Supervisor) & JIA, X. (Co-supervisor)
Student thesis: Doctoral Thesis
Unveiling and Mitigating Unauthorized Accessing Behaviors in Smartphones
Author: CHEN, Y., 3 Jul 2024Supervisor: XU, W. (Supervisor) & ZHAO, Q. (Co-supervisor)
Student thesis: Doctoral Thesis
Application of Machine Learning-Based EEG Decoding Algorithms in State Recognition for Railway Participants
Author: FAN, C., 25 Jun 2024Supervisor: Peng, Y. (External person) (External Supervisor), WANG, S. (Supervisor) & KWONG, T. W. S. (External person) (External Co-Supervisor)
Student thesis: Doctoral Thesis
