Congratulations to the following students who have successfully completed their doctoral or master’s thesis at the Lab.

• Xiang Li. Digitalizing Heart for Assisting in Cardiology, Master’s thesis, Feb 2025, MQ
• Yang Yang. Deep Probabilistic Modeling for Coupled Multivariate Time Series, Master’s thesis, May 2023, UTS
• Qi Zhang. Non-IID Learning for Recommendation, Time Series and Hashing, PhD thesis, May 2023, UTS
• Zhilin Zhao. Statistical Methods for Out-of-distribution Detection, PhD thesis, Apr 2023, UTS
• Qing Liu. Quantifying COVID-19: Modeling and Evaluation, PhD thesis, Feb 2022, UTS
• Jia Xu. High-dimensional Dependence Modelling for Cross-market Analysis, PhD thesis, Feb 2022, UTS
• Wenfeng Hou. Semantic Enhancement for Text Representation, Master’s thesis, Nov 2020, UTS
• Wei Wang. Nonoccurring Sequential Behavior Analytics, PhD thesis, Jul 2020, UTS
• Usman Naseem. Hybrid Words Representation for the Classification of Low Quality Text, Master’s thesis, Mar. 2020, UTS
• Trong Dinh Thac Do. Non-IID Latent Variable Models, PhD thesis, Feb 2019, UTS
• Liang Hu. Non-IID Recommender Systems: A Machine Learning Approach, PhD thesis, Feb 2019, UTS
• Shoujin Wang. Learning Complex Relations for Session-based Recommendation, PhD thesis, Dec 2018, UTS
• Guansong Pang. Non-IID Outlier Detection with Coupled Outlier Factors, PhD thesis, Jun 2018, UTS
• Yonghua Cen. Understanding Distortion and Biases in Individual Information Processing under Social Impacts, PhD thesis, Jul 2016, UTS
• Jingyu Shao. Mining Actionable Combined Patterns Satisfied both Utility and Frequency Criteria, Master thesis, Jun 2016, UTS
• Qianqian Chen. Representing Semantic Relatedness, Master thesis, Apr 2016, UTS
• Fangfang Li. Incorporating Couplings into Collaborative Filtering, PhD thesis, Nov 2015, UTS
• Mu Li. Coupling Analysis in Educational Data, PhD thesis, Dec 2015, UTS
• Wei Cao. Cross-market Behavior Modeling, PhD thesis, Jun 2015, UTS
• Xuhui Fan. Nonparametric Bayesian Models in Learning the Network’s Coupling Relationships, PhD thesis, May 2015, UTS
• Chunming Liu. Coupled Similarity Analysis in Supervised Learning, PhD thesis, Dec 2014, UTS
• Junfu Yin. Mining High Utility Sequential Patterns, PhD thesis, Dec 2014, UTS
• Xia Cui. Detecting Text in Clutter Scene, PhD thesis, Nov 2014, UTS
• Po-chun Chang. Global Swarm Optimization Algorithms with Hybrid Search Strategies, Master thesis, Sept 2014, UTS
• Wei Wei. Copula-based High Dimensional Dependence Modelling, PhD thesis, Jun 2014, UTS
• Yin Song. Learning from Heterogeneous Data by Bayesian Networks, PhD thesis, Apr 2014, UTS
• Zhong She. Volatility Modeling and Analysis via Coupled Wishart Process, Master thesis, Nov 2013, UTS
• Hans Michael Bohlscheid. Social Security Data Mining: An Australian Case Study, PhD thesis, Sept 2013, UTS
• Can Wang. Coupled Behavior Informatics: Modeling, Analysis and Learning, PhD thesis, Jun 2013, UTS
• Zhigang Zheng. Negative Sequential Pattern Mining, PhD thesis, Mar 2012, UTS
• Jinjiu Li. Contrast Mining in Large Class Imbalance Data, PhD thesis, May 2013, UTS
• Jiahang Chen. An Agent-based Service-oriented Architecture for Risk Mining, Master thesis, Feb 2012, UTS
• Yanshan Xiao. SVM-based Instance Learning in Complex Data, PhD thesis, Jul 2011, UTS
• Bo Liu. SVM-Based Algorithms for Multi-Class Classification and Outlier Detection and Data Streams Problems, PhD thesis, Nov 2010, UTS
• Yuming Ou. Discovering Microstructure Behavior Patterns for Stock Market Surveillance, PhD thesis, Jan 2010 (Co-supervised for Prof Chengqi Zhang), UTS