Ruqi Huang

2013/12-2016/12 Paris-Saclay University Computer Science Major, PhD

2011/08-2013/12 Tsinghua University, Mathematics Major, Master

2007/08-2011/06 Tsinghua University, Mathematics Major, Bachelor

2020/09-present Tsinghua Shenzhen International Graduate School, Assistant professor

2017/01-2019/12 Polytechnique, France, Post-doc researcher

Committee member of Expert Committee on Metaverse Techniques, Chinese, Association for Artificial Intelligence (CAAI).

“Computational Photography” and “Digital Image and Video Processing”

 My research interests lie in 3D Computer Vision and Geometry Processing, with a strong focus on developing 3D reconstruction techniques for both static and dynamic scenes. In particular, I am interested in developing learning approaches towards 3D computer vision tasks without heavy dependency on supervision, via incorporating structural priors (especially the geometric ones) into neural networks. Beyond that, I am also interested in applying geometric/topological analysis on interdisciplinary data, e.g., biological, medical and high-dimensional imaging data.

NSFC general project，3D Reconstruction of Dynamic Scenes based on Spectral Methods: Theory and Technique，2022/01-2025/12，PI

NSFC Key Project, High-precision Computational Photography for All-time and All-region Lunar Exploration, 2024/01-2028/12, Co-PI

* Corresponding Author, & Student under my supervision.

[1] Yan, Tao and Zhou, Tiankuang and Guo, Yanchen& and Zhao, Yun& and Shao Guocheng& and Wu, Jiamin and Huang, Ruqi* and Dai Qionghai* and Fang, Lu*, Nanowatt all-optical 3D perception for mobile robotics, Science Advances, 2024

[2] Sun, Mingze& and Guo, Chen& and Jiang, Puhua& and Mao, Shiwei&, Chen, Yurun& and Huang, Ruqi*, SRIF: Semantic Shape Registration Empowered by Image Morphing and Flow Estimation, Siggraph Asia, 2024

[3]Jiang, Puhua& and Sun, Mingze& and Huang, Ruqi*, Non-Rigid Shape Registration via Deep Functional Maps Prior, NeurIPS, 2023

[4]Sun, Mingze& and Mao, Shiwei& and Jiang, Puhua& and Ovsjanikov, Maks and Huang, Ruqi*, Spatially and spectrally consistent deep functional maps, ICCV, 2023

[5] Jiang, Puhua& and Sun, Mingze& and Huang, Ruqi*, Neural Intrinsic Embedding for Non-rigid Point Cloud Matching, CVPR, 2023