Peng-Shuai Wang (王鹏帅)

Researcher
Internet Graphics Group
Microsoft Research Asia

Microsoft Tower 2, No. 5 Danling Street
Haidian District, Beijing, P.R. China, 100080

Tel:      +86-10-5916-5755
Email: wangps AT hotmail.com

[Google Scholar]        [Github]  

Biography

I am currently a senior researcher at Microsoft Research Asia. I got my Ph.D degree from the Institute for Advanced Study, Tsinghua University in 2018, under the supervision of Dr. Yang Liu and Dr. Baining Guo. I also received my Bachelor's degree from Tsinghua University in 2013.

My research interest includes deep learning, geometry processing and computer graphics.

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Professional Activities

Intern Students

Publications

Dual Octree Graph Networks for Learning Adaptive Volumetric Shape Representations
Peng-Shuai Wang, Yang Liu and Xin Tong
ACM Transactions on Graphics (SIGGRAPH), 41(4), 2022
[Code] [Slides] [Arxiv (2022.05) ] [Project]
Interpolation-Aware Padding for 3D Sparse Convolutional Neural Networks
Yu-Qi Yang, Peng-Shuai Wang, and Yang Liu
International Conference on Computer Vision (ICCV), 2021
[Code] [Arxiv (2021.08)]
Spline Positional Encoding for Learning 3D Implicit Signed Distance Fields
Peng-Shuai Wang, Yang Liu, Yu-Qi Yang, and Xin Tong
International Joint Conferences on Artificial Intelligence (IJCAI), 2021
[Code] [Slides] [Arxiv (2021.06)] [Project]
Deep Implicit Moving Least-Squares Functions for 3D Reconstruction
Shi-Lin Liu, Hao-Xiang Guo, Hao Pan, Peng-Shuai Wang, Xin Tong, and Yang Liu
Computer Vision and Pattern Recognition (CVPR), 2021
[Code] [Arxiv (2021.03)]
OctSurf: Efficient hierarchical voxel-based molecular surface representation for protein-ligand affinity prediction
Qinqing Liu , Peng-Shuai Wang, Chunjiang Zhu, Blake Blumenfeld Gaines, Tan Zhu Jinbo Bi, and Minghu Song
Journal of Molecular Graphics and Modelling, 2021
[Code] [Paper]
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination
Peng-Shuai Wang, Yu-Qi Yang, Qian-Fang Zou, Zhirong Wu, Yang Liu and Xin Tong
AAAI Conference on Artificial Intelligence (AAAI), 2021
[Code] [Slides] [Arxiv (2020.08)] [Project]
Deep Octree-based CNNs with Output-Guided Skip Connections for 3D Shape and Scene Completion
Peng-Shuai Wang, Yang Liu and Xin Tong
Computer Vision and Pattern Recognition (CVPR) Workshops, 2020
[Code] [Arxiv (2020.06)]
Adaptive O-CNN: A Patch-based Deep Representation of 3D Shapes
Peng-Shuai Wang, Chun-Yu Sun, Yang Liu and Xin Tong
ACM Transactions on Graphics (SIGGRAPH Asia), 37(6), 2018
[Code] [Slides] [Project] [DOI]
O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis
Peng-Shuai Wang, Yang Liu, Yu-Xiao Guo, Chun-Yu Sun, and Xin Tong
ACM Transactions on Graphics (SIGGRAPH), 36(4), 2017
Top-5 Most Cited Papers in ACM Transactions on Graphics from 2016 to 2021
[Code] [Slides] [Project] [DOI]
Mesh Denoising via Cascaded Normal Regression
Peng-Shuai Wang, Yang Liu, and Xin Tong
ACM Transactions on Graphics (SIGGRAPH Asia), 35(6), 2016
[Code] [Data] [Project] [DOI]
Rolling Guidance Normal Filter for Geometric Processing
Peng-Shuai Wang, Xiao-Ming Fu, Yang Liu, Xin Tong, Shi-Lin Liu and Baining Guo
ACM Transactions on Graphics (SIGGRAPH Asia), 34(6), 2015
[EXE] [Data] [Video] [DOI]

Honors and Awards

Outstanding Ph.D Graduate of Beijing 2018
National Scholarship for Graduate Students 2017
"12.9 Scholarship" of Tsinghua University 2016
Scholarship of Tsinghua University for Excellence in Academic Performance 2015, 2014, 2012, 2011, 2010