About Me
(This site is currently being updated. Some content may be incomplete.)
I am currently a Ph.D. student (from fall, 2025) at the School of Mathematics and Statistics of the University of Melbourne, advised by Dr. Mingming Gong, co-supervised by Prof. Howard Bondell. Prior to this, I obtained my Master of Computer Science (with Distinction) degree from the University of Melbourne, under the supervision of Dr. Mingming Gong, Dr. Liuhua Peng, and Dr. Feng Liu.
I have strong interests in machine learning and deep model architectures, especially their applications in causal fields and time series analysis. My current work focuses on LLM agents for long-horizon inference and empowering LLMs with logical reasoning. The pursuit of my research is to promote the adoption of advanced AI algorithms in practical, real-world scenarios. Besides, I am also intensely interested in various 3D-vision tasks.
Research Interests
- Machine Learning: Deep Learning, Causal Learning, Time Series Analysis, LLMs, Agents, Embodied AI, Bayesian Learning, Reinforcement Learning, Physics Informed Learning, etc.
- Computer Vision: Spatial Intelligence, 3D-Perception, 3D-Reconstruction, 3D-Aware Image Synthesis, etc.
News
Services
Academic Services
- Conference Reviewer: KDD
- Journal Reviewer: Neural Networks
Teaching Experiences
- Casual Tutor (Unimelb) - MAST30034 Applied Data Science, 2025 Semester 2.
- Course Assistant (Unimelb) - MAST30034 Applied Data Science, 2025 Semester 2.
Education
- Ph.D. in Science, School of Mathematics and Statistics, The University of Melbourne, advised by Dr. Mingming Gong and Prof. Howard Bondell, 2025 - present.
- Master of Computer Science, School of Computing and Information Systems, The University of Melbourne, advised by Dr. Mingming Gong, Dr. Liuhua Peng, and Dr. Feng Liu, 2022 - 2024.
- B.Sc. in Computing and Software Systems, School of Computing and Information Systems, The University of Melbourne, 2018 - 2022.
Honours & Awards
- Melbourne Research Scholarship, The University of Melbourne. 2025.
- Master of Computer Science (with Distinction), The University of Melbourne. 2024.
- Melbourne Graduate Scholarship, The University of Melbourne. 2022.
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