1000FPS+ Novel View Synthesis from End-to-End Opaque Triangle Optimization
Yan, Z., Low, W. F., Huang, T., & Lee, G. H. (2026). "1000FPS+ Novel View Synthesis from End-to-End Opaque Triangle Optimization." 3DV 2026.
CV
Education
- Ph.D. Candidate, Computer Science, National University of Singapore (NUS), Aug 2022 – Present
- Thesis approved, oral defense pending
- Supervisor: Assoc Prof Lee Gim Hee
- Research interests: 3D computer vision, 3D reconstruction and generation, high performance computing
- B.Eng. in Computer Engineering, National University of Singapore (NUS), Aug 2018 – Jun 2022
- Cumulative Average Point (CAP): 4.88/5.0
- Science and Technology Scholarship
Work Experience
- Senior Researcher, Tencent IEG Global, Visual AI team, Singapore, Mar 2026 – Present
- Created a 3D algorithm pipeline to extract camera trajectories, scene point clouds, and character layouts from stylized generated video, accelerating UE level sequence production workflows from 1 day to 2 hours
- Developing a multi-modal AI Director agent framework that parses narrative screenplays to autonomously generate coherent UE level sequences, including character dynamics and continuous camera motion
- Founder and CEO, Mirror World, Mar 2024 – Nov 2025
- Developed a visual navigation software and event design platform based on large-scale 3D reconstruction
- Awarded by the Venture Initiation Program from NUS School of Computing and the National Graduate Research Innovation Program from National Research Foundation
Publications
Multi-Scale 3D Gaussian Splatting for Anti-Aliased Rendering
Yan, Z., Low, W. F., Chen, Y., & Lee, G. H. (2024). "Multi-Scale 3D Gaussian Splatting for Anti-Aliased Rendering." CVPR 2024.
NeRF-DS: Neural Radiance Fields for Dynamic Specular Objects
Yan, Z., Li, C., & Lee, G. H. (2023). "NeRF-DS: Neural Radiance Fields for Dynamic Specular Objects." CVPR 2023.
OD-NeRF: Efficient Training of On-the-Fly Dynamic Neural Radiance Fields
Yan, Z., Li, C., & Lee, G. H. (2025). "OD-NeRF: Efficient Training of On-the-Fly Dynamic Neural Radiance Fields." 3DV 2025.
Animate124: Animating One Image to 4D Dynamic Scene
Zhao, Y., Yan, Z., Xie, E., Hong, L., Li, Z., & Lee, G. H. (2023). "Animate124: Animating One Image to 4D Dynamic Scene." arXiv preprint arXiv:2311.14603.
GNeSF: Generalizable Neural Semantic Fields
Chen, H., Li, C., Guo, M., Yan, Z., & Lee, G. H. (2023). "GNeSF: Generalizable Neural Semantic Fields." NeurIPS 2023.