Hi! I’m a Ph.D. student in Computer Science at
University of Illinois Urbana-Champaign (UIUC),
specializing in computer graphics and vision.
I am advised by Prof. Shuang Zhao.
I received my bachelor’s degree from
School of Software, Tsinghua University,
where I was fortunate to be advised by Prof. Feng Xu.
My research focuses on digitalizing the 3D world from images through physics-based inverse rendering. To achieve this, I integrate three key components: accurate physics-based rendering models to ensure physical correctness, generative priors to introduce data-driven regularization, and real-world measurements to anchor reconstruction in observation.
The essence of NeRF is supervising camera rays. This ray supervision scheme can generalize to shadow rays, enabling neural scene reconstruction from single-view shadows.