Zeyuan Yin's Homepage

Hello, welcome to my homepage

I am a second-year student at MBZUAI where I'm pursuing M.Sc. in Machine Learning, an amazing AI-research journey. My advisor is Prof. Zhiqiang Shen. I am currently doing multimodal research internship at Alibaba DAMO Academy, advised by Dr. Yibing Song. My current research interests mainly lie in dataset distillation and multimodal learning.

Before that, I received my B.Eng. in Computer Science from Huazhong University of Science and Technology, advised by Prof. Pan Zhou.

News

[09/2023] One paper (Large-scale dataset distillation) accepted to NeurIPS 2023 as a spotlight!

Experience

Mohamed bin Zayed University of Artificial Intelligence, UAE

M.Sc. student in Machine Learning • Aug. 2022 - Now

Huazhong University of Science and Technology, China

B.Eng. in Computer Science • Sep. 2018 - June 2022

Alibaba DAMO Academy, China

Research Intern in Multimodal • Feb. 2024 - Now

Publication

* indicates equal contribution

	Squeeze, Recover and Relabel: Dataset Condensation at ImageNet Scale From A New Perspective Zeyuan Yin, Eric Xing, Zhiqiang Shen NeurIPS 2023 / arXiv / Project Page / Code Spotlight Presentation
	Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching Shitong Shao, Zeyuan Yin, Muxin Zhou, Xindong Zhang, Zhiqiang Shen CVPR 2024 / arXiv / Code
	Dataset Distillation in Large Data Era Zeyuan Yin, Zhiqiang Shen arXiv / Code

Teaching

Teaching Assistant

ML801: Foundations and Advanced Topics in Machine Learning, MBZUAI, UAE, Fall 2023

Hornors and Awards

2022 Outstanding Graduate, HUST
2019/2020/2021 Outstanding Student Scholarship, HUST
2021 Globalink Research Internship Award, Mitacs
2021 MCM Honorable Mention Award, MCM/ICM
2019 Freshman Scholarship, HUST