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Yuqi Yang (杨钰琦)

Ph.D. Candidate
Computer Science and Technology
Institute for Advanced Study
Tsinghua University
Email: yangyq18(AT)mails.tsinghua.edu.cn

Biography

I am a fifth-year Ph.D. candidate of the Institute for Advanced Study, Tsinghua University, supervised by Dr. Baining Guo Currently, I'm a research intern at Microsoft Research Asia, supervised by Dr. Peng-Shuai Wang, Dr. Yang Liu and Dr. Xin Tong. Before that, I received my Bachelor's degree from University of Science and Technology of China in 2018.

My research interest includes efficient 3D convolution and 3D unsupervised learning.

Publications

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Semi-Supervised 3D Shape Segmentation with Multilevel Consistency and Part Substitution
Chun-Yu Sun, Yu-Qi Yang, Hao-Xiang Guo, Peng-Shuai Wang, Xin Tong, Yang Liu and Heung-Yeung Shum
Computational Visual Media, 2022
[Code][Arxiv] [Project]

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Interpolation-Aware Padding for 3D Sparse Convolutional Neural Networks
Yu-Qi Yang, Peng-Shuai Wang, Yang Liu
International Conference on Computer Vision (ICCV), 2021
[Code][Arxiv] [Project]

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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][Arxiv]

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Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination
Peng-Shuai Wang, Yu-Qi Yang, Qian-Fang Zou, Zhirong Wu, Yang Liu and XinTong
AAAI Conference on Artificial Intelligence (AAAI), 2021
[Code][Arxiv] [Project]

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PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel Frame
Yuqi Yang, Shilin Liu, Hao Pan, Yang Liu, Xin Tong
Computer Vision and Pattern Recognition (CVPR), 2020
[Code][Arxiv] [Project]