Over the past 15 years (2011-2026), I have supervised research students at every level across four institutions - UNSW Canberra, ANU, KoreaTech, and NSTU. I give students genuine and diverse research problems reflecting the interdisciplinary nature of my research.
| Current | Completed | Total
PhD | 5 | 6 | 11
Masters | 2 | 19 | 21
FYP / Honours | 1 | 35 | 36
The total number of supervised students is 68.
Selected publications co-authored with supervised students:
Biomedical and neuroscience:
- What does eye-blink rate variability dynamics tell us about cognitive performance? (Frontiers in Human Neuroscience, 2017 - PhD student)
Machine learning and computer vision:
- Bayesian approach to users' perspective on movie genres (J. of Info. and Com. Convergence Eng., 2017 - PhD student)
- kNN-Res: Residual network with kNN-graph coherence for point set registration (PKAW, 2024 - PhD student)
- Connected components for a fast and robust 2D LiDAR data segmentation (Asia Modelling Symposium, 2013 - Masters student)
NLP and knowledge graphs:
- Pretrained knowledge base embeddings for improved sentential relation extraction (ACL, 2022 - PhD student)
- CILex: An investigation of context information for lexical substitution methods (COLING, 2022 - PhD student)
Quantitative finance:
- Learning to Predict Short-Term Volatility with Order Flow Image Representation (IEEE Conference on Artificial Intelligence, 2024 - Masters student)
- Trading foreign currencies based on long range dependence (Int. Conf. on Comp. Intelligence, Modeling and Simulation, 2012 - undergraduate student)
Material science and sensing:
- Metal Oxide Metal Organic Framework Layers for Discrimination of Multiple Gases Employing Machine Learning Algorithms (ACS Applied Materials & Interfaces, 2025 - PhD student)
Security and privacy:
- Ensuring security of artificial pancreas device system using homomorphic encryption (Biomedical Signal Processing and Control, 2023 - Honours student)