
About
Zhen Liu is an Assistant Professor at the School of Data Science, CUHK-Shenzhen. His research focuses on generative models, 3D representations, and the synergy of spatial and semantic understanding in AI systems. With a PhD from Mila and Université de Montréal, he develops foundational methods for physics simulation, 3D assembly, and semantic reasoning in neural networks.
His work bridges machine learning with applications in computer vision and graphics, emphasizing:
- Generative architectures for 3D content creation
- Diffusion model alignment techniques
- Efficient parameter finetuning strategies
Dr. Liu mentors students in AI research and contributes to advancing 3D generative modeling paradigms.
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