Dr Xuhui Fan

Lecturer
School of Computing, Macquarie University

Short Bio

Dr. Xuhui Fan is a Lecturer in Artificial Intelligence at the School of Computing, Macquarie University. His research focuses on Generative AI, 3D computer vision, world models, and probabilistic machine learning. He has published extensively in top-tier AI conferences and journals and actively collaborates with industry and international partners.

Research Interests

• Generative AI
• Machine Learning
• 3D Computer Vision
• World models

Education

• PhD in Computer Science, University of Technology, Sydney, 2015
• BSc in Mathematical Statics, University of Science and Technology of China, 2010

Selected Publications

• Google Scholar: https://scholar.google.com/citations?user=NSc42eUAAAAJ

Selected Grants & Projects

• LP23: Ethical Enterprise Representations for Personalised Sustainable Finance, ARC, CI, 2025-2028

Professional Service

• Associate Editors for Journal of Artificial Intelligence Research, IEEE Transactions on Circuits and Systems for Video Technology
• Area chair for ICML, PAKDD, SPC for IJCAI, AAAI

Awards & Honors

• University of Newcastle Early Career Excellent Research Award, University of Newcastle, 2023
• ACEMS Outstanding Achievement Award, ACEMS, 2020

Teaching

• COMP8221: Advanced machine learning
• COMP8430: Advanced computer vision and action

Contact Information

📧 Email: Xuhui.fan@mq.edu.au
🌐 Website: https://xuhuifan.github.io/
🔗 ORCID: https://orcid.org/0000-0002-7558-7200

Supervision

• Prospective students are welcome to contact me.