I'm a master's student at Shanghai Jiao Tong University (SJTU), advised by Prof. Li Song.
Previously, I obtained my Bachelor degree from SJTU. I'm fortunate to work under guidance of Prof. Yue Wang at University of Southern California.
My research interests include Computer Graphics, Neural Rendering, Scene Reconstruction.
OmniRe is a holistic framework for dynamic scene reconstruction that provides comprehensive coverage, including static backgrounds, driving vehicles, and non-rigidly moving dynamic actors.
We proposed a novel diffusion-based pipeline that generates complete 360
panoramas using one or more unregistered NFoV images captured from arbitrary
angles.
This pipeline not only delivers superior quality panoramas but also offers a
broader range of outcomes due to its text-conditioned generation capability.
Our L-Tracing based reflectance factorization framework produces photo-realistic novel view images with nearly 10x speedup, compared with the same framework applying volumetric integration for light visibility estimation.
Projects
A 3DGS codebase for dynamic urban scene reconstruction/simulation, supporting multiple popular driving datasets, including: Waymo, PandaSet, ArgoVerse2, KITTI, NuScenes and NuPlan. It also provides different types of Gaussian representations for reconstructing rigid (Vehicles) and non-rigid individuals (Pedestrians, Cyclists, etc.).
Honors & Awards
National Scholarship, 2023
Zhiyuan Honor Scholarship (Elite Undergraduate Program, top 5%), SJTU, 2018-2022