Isabella Liu

I am a third-year Ph.D. student at University of California, San Diego, advised by Prof. Hao Su and Prof. Xiaolong Wang. Previously, I obtained my Bachelor's degree in Computer Science and Statistics from University of Illinois, Urbana-Champaign, and my Master's degree in Computer Science from University of California, San Diego.

My research interests broadly lie in computer vision and graphics. Recently I work on projects about 3D reconstruction, neural / inverse rendering and dynamic content reconstruction / generation.

Email / LinkedIn / Twitter / GitHub / Google Scholar

News

[10/06/24] One paper accepted by NeurIPS 2024.

[06/24/24] Started my summer internship at Adobe Research.

Publications

	MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction Model Minghua Liu, Chong Zeng, Xinyue Wei, Ruoxi Shi, Linghao Chen, Chao Xu, Mengqi Zhang, Zhaoning Wang, Xiaoshuai Zhang, Isabella Liu, Hongzhi Wu, Hao Su NeurIPS 2024 (Oral)* [New]* project page / arxiv /
	Dynamic Gaussians Mesh: Consistent Mesh Reconstruction from Monocular Videos Isabella Liu, Hao Su, Xiaolong Wang arXiv 2024 [New] project page / arxiv /
	OpenIllumination: A Multi-Illumination Dataset for Inverse Rendering Evaluation on Real Objects Isabella Liu, Linghao Chen, Ziyang Fu, Liwen Wu, Haian Jin, Zhong Li, Chin Ming Ryan Wong, Yi Xu, Ravi Ramamoorthi, Zexiang Xu, Hao Su NeurIPS 2023 Datasets and Benchmarks project page / arxiv /
	TensoIR: Tensorial Inverse Rendering Haian Jin, Isabella Liu, Peijia Xu, Xiaoshuai Zhang, Songfang Han, Sai Bi, Xiaowei Zhou, Zexiang Xu, Hao Su CVPR 2023 project page / arxiv /
	ActiveZero: Mixed Domain Learning for Active Stereovision with Zero Annotation Isabella Liu, Edward Yang, Jianyu Tao, Rui Chen, Xiaoshuai Zhang, Qing Ran, Zhu Liu, Hao Su CVPR 2022 project page / arxiv /