Hi! I'm a Ph.D. student in Computer Science at UIUC, where I'm advised by Prof. Shenlong Wang. I have the privilege of collaborating closely with Prof. Wei-Chiu Ma, Prof. Jia-Bin Huang, and Prof. David Forsyth. Before joining UIUC, I earned my Bachelor's and Master's degree from National Taiwan University (NTU), and was advised by Prof. Yu-Chiang Frank Wang. My research interests lie at the intersection of 3D vision, neural rendering, and simulation. My long-term goal is to develop digital tools that empower individuals to tell their own stories in innovative and efficient ways.

Publications

Name spelling: "Zhi-Hao Lin" → "Chih-Hao Lin" (since 2025)

NeurIPS 2025

HoloScene: Simulation-Ready Interactive 3D Worlds from a Single Video

Hongchi Xia, Chih-Hao Lin, Hao-Yu Hsu, Quentin Leboutet, Katelyn Gao, Michael Paulitsch, Benjamin Ummenhofer, Shenlong Wang

ICCV 2025

Controllable Weather Synthesis and Removal with Video Diffusion Models

Chih-Hao Lin, Zian Wang, Ruofan Liang, Yuxuan Zhang, Sanja Fidler, Shenlong Wang, Zan Gojcic

ICCV 2025

InvRGB+L: Inverse Rendering of Complex Scenes with Unified Color and LiDAR Reflectance Modeling

Xiaoxue Chen, Bhargav Chandaka, Chih-Hao Lin, Ya-Qin Zhang, David Forsyth, Hao Zhao, Shenlong Wang

CVPR 2025

IRIS: Inverse Rendering of Indoor Scenes from Low Dynamic Range Images

Chih-Hao Lin, Jia-Bin Huang, Zhengqin Li, Zhao Dong, Christian Richardt, Tuotuo Li, Michael Zollhöfer, Johannes Kopf, Shenlong Wang, Changil Kim

CVPR 2025

Oral Presentation

DiffusionRenderer: Neural Inverse and Forward Rendering with Video Diffusion Models

Ruofan Liang, Zan Gojcic, Huan Ling, Jacob Munkberg, Jon Hasselgren, Chih-Hao Lin, Jun Gao, Alex Keller, Nandita Vijaykumar, Sanja Fidler, Zian Wang

3DV 2025

AutoVFX: Physically Realistic Video Editing from Natural Language Instruction

Hao-Yu Hsu, Chih-Hao Lin, Albert Zhai, Hongchi Xia, Shenlong Wang

3DV 2025

UrbanIR: Large-Scale Urban Scene Inverse Rendering from a Single Video

Chih-Hao Lin, Bohan Liu, Yi-Ting Chen, Kuan-Sheng Chen, David Forsyth, Jia-Bin Huang, Anand Bhattad, Shenlong Wang

CVPR 2024

Video2Game: Real-time, Interactive, Realistic and Browser-Compatible Environment from a Single Video

Hongchi Xia, Zhi-Hao Lin, Wei-Chiu Ma, Shenlong Wang

ICCV 2023

ClimateNeRF: Extreme Weather Synthesis in Neural Radiance Field

Yuan Li*, Zhi-Hao Lin*, David Forsyth, Jia-Bin Huang, Shenlong Wang (* Equal Contribution)

Robotics and Automation Letters (RA-L) 2023

Sim-on-Wheels: Physical World in the Loop Simulation for Autonomous Driving

Yuan Shen*, Bhargav Chandaka*, Zhi-Hao Lin, Albert Zhai, Hang Cui, David Forsyth, Shenlong Wang

CVPR 2022

NeuMips: Neural Mixture of Planar Experts for View Synthesis

Zhi-Hao Lin, Wei-Chiu Ma*, Hao-Yu Hsu*, Yu-Chiang Frank Wang, Shenlong Wang

TPAMI 2021

Learning of 3D Graph Convolution Networks for Point Cloud Analysis

Zhi-Hao Lin, Sheng-Yu Huang, Yu-Chiang Frank Wang

Convolution in the Cloud: Learning Deformable Kernels in 3D Graph Convolution Networks for Point Cloud Analysis

CVPR 2020

Convolution in the Cloud: Learning Deformable Kernels in 3D Graph Convolution Networks for Point Cloud Analysis

Zhi-Hao Lin, Sheng-Yu Huang, Yu-Chiang Frank Wang

Experience

May 2024 - May 2025

Research Scientist Intern NVIDIA

Mentor: Zan Gojcic, Zian Wang

Simulate controllable and realistic weather effects in videos. [ICCV 2025]

May 2023 - Dec 2023

Research Scientist Intern Meta

Mentor: Changil Kim

Inverse rendering and relighting of indoor scenes. [CVPR 2025]