Thanh-Tung (Tony) Le

I expect to graduate in 2026 and am actively seeking research scientist positions, as well as research internships. If my expertise aligns with your needs, please feel free to contact me via email to request my latest resume.

I am a fourth-year PhD candidate in Computer Science at the University of California, Irvine, advised by Professor Xiaohui Xie. My research focuses on Generative Models and 3D Vision, with a broader interest in developing robust Multimodal AI systems. I aim to create general-purpose World Models that can learn from rich visual data, enabling interactive and dynamic environments.

Research interests:

1. Generative models
   • Diffusion Models, Flow Matching, Autoregressive, Masked Autoregressive Models, Hybrid Generative Approaches.
   • Video Generation, Diffusion Distillation, Generative Novel Views Synthesis, Diffusion-based Dense Estimation.
2. 3D vision
   • Novel View Synthesis, 3D Shape Analysis and Representations, Neural Rendering (NeRF and 3DGS-based).
   • 2.5D Scene Representation: Depth/Normals Estimation.
   • Efficient Optimal Transport for 3D Shape Learning.