About Me
I am a PhD Candidate in Computer Science at the University of Wollongong (UOW), where I also work as a tutor. I am affiliated with the Advanced Multimedia Research Laboratory (AMRL) and the Sustainable Buildings Research Centre (SBRC), and I am supervised by Prof. Wanqing Li and Prof. Zhenjun Ma.
My current research focuses on machine learning for time-series modelling and forecasting, with building energy as a primary application domain. I am currently working on a review of time-series forecasting, with particular interest in multivariate time-series forecasting (MTSF) and time-series forecasting with exogenous variables (TSF-X). In the longer term, I am interested in foundation models for time series.
I also maintain a research interest in bioinformatics, particularly multi-view learning and alignment for tabular biomedical data, which formed an important part of my earlier research.
News
- Sep 2026 — 🎉 Our paper Mutual Predictability Decomposition: Learning Interpretable Cross-Set Structure via Bi-Directional Prediction was accepted to NeurIPS 2026.
- Aug 2026 — 🎉 Started my PhD in Computer Science at the University of Wollongong.
- Apr 2026 — 🎉 Our paper BFHD: Bidirectional Feature Harmonization Decomposition for Heterogeneous Clinical Assessments was accepted to IJCAI-ECAI 2026.
Research Interests
- Machine learning
- Time-series analysis and forecasting
- Multi-view learning and alignment
- Building energy analytics
- Bioinformatics
Contact
- Email: yzhuo@uow.edu.au
- Student email: yz882@uowmail.edu.au