Zeyuan Yin

About

I am a CS PhD student at Computer Vision Lab, advised by Prof. Xiaoming Liu. Before that, I received my M.Sc. degree in Machine Learning at MBZUAI, advised by Prof. Zhiqiang Shen, and B.Eng. degree in Computer Science at HUST.

My primary research areas are deep learning and computer vision.

Google Scholar / GitHub / LinkedIn / Twitter

Publication

Squeeze, Recover and Relabel: Dataset Condensation at ImageNet Scale From A New Perspective
Zeyuan Yin*, Eric Xing, Zhiqiang Shen*
Conference on Neural Information Processing Systems (NeurIPS), 2023 Spotlight
[Paper] [arXiv] [Code] [Project Page]

Dataset Distillation via Curriculum Data Synthesis in Large Data Era
Zeyuan Yin, Zhiqiang Shen
Transactions on Machine Learning Research (TMLR), 2024
[Paper] [arXiv] [Code]

Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching
Shitong Shao, Zeyuan Yin, Muxin Zhou, Xindong Zhang, Zhiqiang Shen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024 Highlight
[Paper] [arXiv] [Code]

Contact

Email: zeyuan@msu.edu
Office: Engineering Building, 428 South Shaw Lane, East Lansing, MI 48824, U.S.A 🏠