Yiming Dong

ymdong AT stu.pku.edu.cn

Ph.D. student

Peking University

Biography

I am a Ph.D. student advised by Prof. Zhouchen Lin at Peking University (PKU). Before studying in PKU, I obtained my bachelor’s degree from Wuhan University in 2020.

Interests

Machine Learning
Computer Vision
Equivariant Deep Learning

Education

BSc in Cyberspace Security, 2016-2020

Wuhan University

Publications @ZERO Lab

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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Gauge Equivariant Transformer. NeurIPS, 2021.

Attention mechanism has shown great performance and efficiency in a lot of deep learning models, in which relative position encoding …

Lingshen He , Yiming Dong , Yisen Wang , Dacheng Tao , Zhouchen Lin

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Awards

Principal Scholarship

Peking University Sep 2021

Principal Scholarship

Peking University Sep 2020

National Scholarship

Chinese Ministry of Education Nov 2018

Mathematics competition of Chinese College Students, 1st Place

Chinese Mathematical Society Nov 2017