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Xinyu Li

Ph.D. Student
Machine Learning and Reasoning Group
School of Mathematics and Statistics
The University of Melbourne
xl5@student.unimelb.edu.au


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.

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