College of Computing
Department of Computer Science
Organisational unit: Academic Departments
Student Theses
- 2024
Machine Learning Approaches for Early Cancer Detection and Omics Data Analysis
LIU, L. (Author), WONG, K. C. (Supervisor), 17 Sept 2024Student thesis: Doctoral Thesis
Exploring and Designing Human-AI Co-Creation for Pro-Social Behaviours
HU, S. (Author), LU, Z. (Supervisor) & LIU, C. (Co-supervisor), 9 Sept 2024Student thesis: Doctoral Thesis
RNA-target Relationship Ensemble Learning Prediction Algorithm Based on Embedding Information
XIE, W. (Author), WONG, K. C. (Supervisor), 9 Sept 2024Student thesis: Doctoral Thesis
Text Understandability: Leveraging Linguistic Features for Enhancing Prediction and Interpretation of Machine Learning Models
XIE, W. (Author), LAM, K. Y. (Supervisor) & CHOW, C. Y. (External Co-Supervisor), 4 Sept 2024Student thesis: Doctoral Thesis
Towards Accurate and Timely Edge Inference: Training and Scheduling for Early-Exit Deep Neural Networks
SHE, Y. (Author), WANG, J. (Supervisor), 4 Sept 2024Student thesis: Doctoral Thesis
Beyond Maximal Densest Subgraphs: A General Framework for Information Density
ZHAO, C. (Author), CHAN, C. (Supervisor), 2 Sept 2024Student thesis: Doctoral Thesis
Design of Adaptive and Scalable Protocols for Permissionless Blockchain Systems
XU, J. (Author), JIA, X. (Supervisor), 2 Sept 2024Student thesis: Doctoral Thesis
Advancing Data Efficiency in Deep Learning: A Focus on Fairness and Robustness
MAO, R. (Author), LI, M. (Supervisor) & Li, Q. (External Co-Supervisor), 30 Aug 2024Student thesis: Doctoral Thesis
A Study of Traditional and AI-driven Approaches for Agile Requirements Engineering
LI, Y. (Author), Keung, J. (Supervisor), 30 Aug 2024Student thesis: Doctoral Thesis
Deep Representation Learning in Bug Report and Log Anomaly Detection
MA, X. (Author), Keung, J. (Supervisor), 30 Aug 2024Student thesis: Doctoral Thesis
Enhancing Communication Efficiency and Privacy Protection in Distributed Learning
YAN, G. (Author), SONG, L. (Supervisor), 30 Aug 2024Student thesis: Doctoral Thesis
Towards Advanced Evolutionary Sequential Transfer Optimization
XUE, X. (Author), SONG, L. (Supervisor) & Tan, K. C. (External Co-Supervisor), 30 Aug 2024Student thesis: Doctoral Thesis
Zero-shot and Few-shot Analysis of 3D Point Clouds
ZHU, X. (Author), MA, K. (Supervisor), 30 Aug 2024Student thesis: Doctoral Thesis
Enhancing Light Field Imaging: From Scene to Sensor
LYU, X. (Author), HOU, J. (Supervisor), 28 Aug 2024Student thesis: Doctoral Thesis
Machine Learning for Tumor Heterogeneity Analysis and Drug Efficacy Inference
ZHENG, Z. (Author), WONG, K. C. (Supervisor), 27 Aug 2024Student thesis: Doctoral Thesis
Multi-Agent Trajectory Prediction for Autonomous Driving
ZHOU, Z. (Author), WANG, J. (Supervisor) & YU, X. N. (Co-supervisor), 26 Aug 2024Student thesis: Doctoral Thesis
Perceptual Assessment and Optimization of High Dynamic Range Image Processing
CAO, P. (Author), MA, K. (Supervisor), 26 Aug 2024Student thesis: Doctoral Thesis
Privacy-Preserving Deep Learning for Medical Image Analysis under Data Scarcity
HU, Y. (Author), SONG, L. (Supervisor) & Tan, K. C. (External Co-Supervisor), 26 Aug 2024Student thesis: Doctoral Thesis
Advanced Video Coding Technologies by Exploiting Motion Information
XIE, X. (Author), WANG, S. (Supervisor), 23 Aug 2024Student thesis: Doctoral Thesis
Advancing High Dynamic Range Imaging: Reconstruction and Quality Assessment
LIU, Y. (Author), WANG, S. (Supervisor) & KWONG, T. W. S. (External Co-Supervisor), 23 Aug 2024Student thesis: Doctoral Thesis
