ZHOU Pan
Full-time Faculty
Assistant Professor of Computer Science; Lee Kong Chian Fellow
School of Computing and Information Systems
SCIS
Qualification
- PhD, National University of Singapore, 2020
Teaching Topic
- Computer Vision and AI
Research Advisor/Co-Research Advisor to
Research Areas and Areas of Expertise
Strategic Priorities
HighlightsZHOU Pan is an accomplished computer scientist specializing in efficient and effective artificial intelligence systems, with significant contributions to machine learning, computer vision, and optimization.
Bridges theoretical advances and practical efficiency in AI, notably in optimization and network design; recognized for methodological innovations that enhance model generalization, scalability, and interpretability; impactful in both foundational research and real-world applications such as 3D vision, generative AI, and efficient large-scale model training.
Focused research areas include Development of efficient and effective AI systems for machine cognition and interaction; self-supervised and generative learning frameworks; innovative neural network architectures; optimization algorithms for deep learning; vision-language models; 3D content generation; few-shot and meta-learning.
Bridges theoretical advances and practical efficiency in AI, notably in optimization and network design; recognized for methodological innovations that enhance model generalization, scalability, and interpretability; impactful in both foundational research and real-world applications such as 3D vision, generative AI, and efficient large-scale model training.
Focused research areas include Development of efficient and effective AI systems for machine cognition and interaction; self-supervised and generative learning frameworks; innovative neural network architectures; optimization algorithms for deep learning; vision-language models; 3D content generation; few-shot and meta-learning.
Areas of Expertise
Machine LearningOptimizationComputer Vision
Past Awarded Grant
- Towards Theoretically-Sound and Practical-Efficient Deep Learning Optimizer, SMU Internal Grant, Ministry of Education (MOE) Tier 1, PI (Project Level): ZHOU Pan, 2024, S$120,000
- Synthesis and Resilience: Generative Models for Generalizable 3D World Understanding, SMU Internal Grant, Ministry of Education (MOE) Tier 1, PI (Project Level): ZHOU Pan, 2024, S$150,000
Latest Publications
Showing up to 6 latest publications from the past 5 years.
- W Weng, X Tan, J Wang, GS Xie, P Zhou, H WangProceedings of the AAAI Conference on Artificial Intelligence 40 (13), 10621 …, 2026
- W Han, P Zhou, S YanarXiv preprint arXiv:2603.04759, 2026
- W Yin, P Zhou, Z Xiao, J Liu, S Yu, JJ Sonke, E GavvesarXiv preprint arXiv:2602.09507, 2026
- X Zou, J Li, J Huang, P ZhouarXiv preprint arXiv:2602.05774, 2026
- P Zhou, CH HoiUS Patent 12,530,560, 2026
- P Zhou, C Xiong, CH HoiUS Patent 12,530,587, 2026
This highlights are AI-generated content using the faculty's CV.
Qualification
- PhD, National University of Singapore, 2020
Teaching Topic
- Computer Vision and AI