Yuxuan Chen

Intern

Peking University

Biography

I am currently a research assistant at Peking University supervised by Prof. Zhouchen Lin. Previously I obtained my bachelor‘s degree in applied physics, from Yingcai Honors College, UESTC, and a master’s degree in computer science and technology from UESTC.

Interests

Machine Learning
Geometric Deep Learning
Symmetry

Education

B.S. in Applied Physics (Yingcai Honor College), 2015-2019

University of Electronic Science and Technology of China
M.S. in Computer Science and Technology, 2019-2022

University of Electronic Science and Technology of China

Publications @ZERO Lab

Affine Equivariant Networks Based on Differential Invariants. CVPR, 2024.

Convolutional neural networks benefit from translation equivariance, achieving tremendous success. Equivariant networks further extend …

Yikang Li , Yeqing Qiu , Yuxuan Chen , Lingshen He , Zhouchen Lin

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Neural ePDOs: Spatially Adaptive Equivariant Partial Differential Operator Based Networks. ICLR, 2023.

Endowing deep learning models with symmetry priors can lead to a considerable performance improvement. As an interesting bridge between …

Lingshen He , Yuxuan Chen , Zhenyang Shen , Yibo Yang , Zhouchen Lin

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Efficient Equivariant Network. NeurIPS, 2021.

Convolutional neural networks (CNNs) have dominated the field of Computer Vision and achieved great success due to their built-in …

Lingshen He , Yuxuan Chen , Zhenyang Shen , Yiming Dong , Yisen Wang , Zhouchen Lin

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