Yihang Luo

// About Me

I am currently a first-year Ph.D. student at MMLab@NTU, advised by Prof. Chen Change Loy and Prof. Xingang Pan. I obtained my B.S. degree in Computer Science in 2024 from Nanyang Technological University, where I spent a wonderful time serving as Software Leader for the NTU Super Computing Team.

My research interests lie in 3D/4D spatial AI and generative world modeling enabled by it . I have also worked on low-level vision. Beyond research, I love working on complex systems and building infrastructure for AI training and inference pipelines.

// Publications

See full list on Google Scholar →

Arxiv 2026 Preprint

4RC: 4D Reconstruction via Conditional Querying Anytime and Anywhere

Yihang Luo, Shangchen Zhou, Yushi Lan, Xingang Pan, Chen Change Loy.

Project Paper

ICLR 2026 Conference

STream3R: Scalable Sequential 3D Reconstruction with Causal Transformer

Yushi Lan*, Yihang Luo*, Fangzhou Hong, Shangchen Zhou, Honghua Chen, Zhaoyang Lyu, Shuai Yang, Bo Dai, Chen Change Loy, Xingang Pan.

Project Paper Code

CVPR 2025 Conference

3DEnhancer: Consistent Multi-View Diffusion for 3D Enhancement

Yihang Luo, Shangchen Zhou, Yushi Lan, Xingang Pan, Chen Change Loy.

Project Paper Code

CVPR 2024 Conference

Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution

Shangchen Zhou*, Peiqing Yang*, Jianyi Wang, Yihang Luo, Chen Change Loy.

Project Paper Code

CVPR 2023 Conference

Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior

Yuekun Dai, Yihang Luo, Shangchen Zhou, Chongyi Li, Chen Change Loy.

Project Paper Code

// Awards & Honors

Nanyang President's Graduate Scholarship (top-tier), Singapore, 2025
Dean's List of NTU (top 5%), Singapore, 2024
Champion of ISC World Student Cluster Competition, Germany, 2023
Fifth Place of SC Supercomputing Competition, United States, 2023
NTU President Research Scholarship, Singapore, 2022
Singapore Science and Engineering Scholarship, Singapore, 2020

// Services

Conference Reviewer: ECCV, ICML, CVPR, ICLR, 3DV
Workshop Organizer: Co-organizer, Mobile Intelligent Photograph and Imaging Workshop (MIPI), ICCV 2025
Software Leader, NTU Super Computing Team, 2022–2024
Main Committee, Institution of Engineering and Technology, NTU, 2021–2024

// Beyond Research

In my free time, I play badminton and occasionally participate in non-professional competitions. I also play the Chinese gourd flute (level 10) for enjoyment.