Ningna Wang

My name is Ningna Wang (/niŋ-na/ /wɔŋ/, 王宁娜 in Chinese). I am a Ph.D. candidate in Computer Graphics Lab at the University of Texas at Dallas. Under the supervision of Prof. Xiaohu Guo, my research focuses on geometric modeling. My current research direction is medial axis computation and its application. I would love to explore new representations and new algorithms to make processing geometric data more easily and efficiently. I will be joining the Columbia University as a Postdoctoral Research Scientist in Sep 2025, supervised by Dr. Silvia Sellán.

Prior to UTD, I worked as a Senior Software Developer at Booking.com, Amsterdam, Netherlands, where I was responsible for the development of hotel availability distributed search system that handles thousands of requests per second. I obtained the M.S. in Computer Science from Carnegie Mellon University (CMU) and the B.S. in Mathematics from Jilin University (JLU).

Latest News

Feb 2025	One paper accepted to CVPR 2025, another paper accepted to journal Computer Aided Geometric Design.
Dec 2024	I received the Betty and Gifford Johnson Travel Awards.
Nov 2024	I am serving as a Program Committee for International Conference on Computational Visual Media (CVM) 2025.
Aug 2024	Two papers conditionally accepted to SIGGRAPH Asia 2024
Jul 2024	Our Supervised Team of High School Students Received the 1st Prize CAST STAR Award in CAST-STEM Bridge Summer Camp 2024! Click here for details.
Mar 2024	One paper conditionally accepted to SIGGRAPH 2024.
Feb 2024	I am serving as a reviewer for SIGGRAPH 2024.
Jan 2024	I am serving as a reviewer for International Conference on Geometric Modeling and Processing (GMP 2024) and Graphical Models 2024.
Oct 2023	I’m visiting VCC lab as Research Intern in Shenzhen University under the supervision of Prof. Hui Huang.
Jul 2023	One paper accepted to ACM Multimedia 2023 (29.3% acceptance rate).
Jul 2023	Our paper “Globally Consistent Normal Orientation for Point Clouds by Regularizing the Winding-number Field” wins the SIGGRAPH 2023 Technical Papers Best Paper Award!!!
Jun 2023	I am serving as a reviewer for Pacific Graphics IPC.
Mar 2023	One paper conditionally accepted to SIGGRAPH 2023.
Dec 2022	I will be presenting “Computing Medial Axis Transform with Feature Preservation via Restricted Power Diagram” at the SIGGRAPH Asia 2022.
Nov 2022	I am serving as a reviewer for IEEE Transactions on Visualization and Computer Graphics.
Aug 2022	One paper conditionally accepted to SIGGRAPH Asia 2022.

Research

Computing 3D Medial Axis Transform via Restricted Power Diagram (RPD)

Ningna Wang

SIGGRAPH Thesis Fast Forward, 2025

Video
CADDreamer: CAD Object Generation from Single-view Images

Yuan Li, Cheng Lin, Yuan Liu, Xiaoxiao Long, Chenxu Zhang, Ningna Wang, Xin Li, Wenping Wang, and Xiaohu Guo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025

Website arXiv
MATTopo: Topology-preserving Medial Axis Transform with Restricted Power Diagram

Ningna Wang, Hui Huang, Shibo Song, Bin Wang, Wenping Wang, and Xiaohu Guo

ACM Transactions on Graphics (SIGGRAPH Asia), 2024

[Journal Track]

Website arXiv Video Code
NASM: Neural Anisotropic Surface Meshing

Hongbo Li, Haikuan Zhu, Sikai Zhong, Ningna Wang, Cheng Lin, Xiaohu Guo, Shiqing Xin, Wenping Wang, Jing Hua, and Zichun Zhong

SIGGRAPH Asia, 2024

[Conference Track]

Website arXiv Video Code
CWF: Consolidating Weak Features in High-quality Mesh Simplification

Rui Xu, Longdu Liu, Ningna Wang, Shuangmin Chen, Shiqing Xin, Xiaohu Guo, Zichun Zhong, Taku Komura, Wenping Wang, and Changhe Tu

ACM Transactions on Graphics (SIGGRAPH), 2024

[Journal Track] [Selected in the Technical Papers Trailer]

Website DOI arXiv Video Code
Globally Consistent Normal Orientation for Point Clouds by Regularizing the Winding-Number Field

Rui Xu, Zhiyang Dou, Ningna Wang, Shiqing Xin, Shuangmin Chen, Mingyan Jiang, Xiaohu Guo, Wenping Wang, and Changhe Tu

ACM Transactions on Graphics (SIGGRAPH), 2023

[Journal Track] [SIGGRAPH 2023 Technical Papers Best Paper Award]

Website arXiv Video Code
S3DS: Self-supervised Learning of 3D Skeletons from Single View Images

Jianwei Hu, Ningna Wang, Baorong Yang, Gang Chen, Xiaohu Guo, and Bin Wang

ACM International Conference on Multimedia (ACM MM), 2023

PDF
Point2MM: Learning medial mesh from point clouds

Mengyuan Ge, Junfeng Yao, Baorong Yang, Ningna Wang, Zhonggui Chen, and Xiaohu Guo

Computers & Graphics (C&G), 2023

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Computing Medial Axis Transform with Feature Preservation via Restricted Power Diagram

Ningna Wang, Bin Wang, Wenping Wang, and Xiaohu Guo

ACM Transactions on Graphics (SIGGRAPH Asia), 2022

[Journal Track]

Website arXiv Video Code
IMMAT: Mesh Reconstruction from Single View Images by Medial Axis Transform Prediction

Jianwei Hu, Gang Chen, Baorong Yang, Ningna Wang, Xiaohu Guo, and Bin Wang

Computer-Aided Design (CAD), 2022

PDF
A method of realistic leaves modeling based on point cloud

Yinghui Wang, Wen Hao, Gang Wang, Xiaojuan Ning, Jing Tang, Zhenghao Shi, Ningna Wang, and Minghua Zhao

In Proceedings of the 12th ACM SIGGRAPH International Conference on VRCAI, 2013

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