Dachuan Shi

I am a Ph.D. student in Computer Science at Georgia Tech, advised by Prof. Yingyan (Celine) Lin. My main research interest is efficient deep learning, particularly for large models.

Before doing a Ph.D., I received my Master's degree in Computer Technology and Bachelor's degree in Computer Science from Tsinghua University. I was an intern at Shanghai AILab.

Email / Google Scholar / Github / LinkedIn

Research

	CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers Dachuan Shi, Chaofan Tao, Anyi Rao, Zhendong Yang, Chun Yuan, Jiaqi Wang ICML, 2024 [Paper] [ArXiv] [Code]
	UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers Dachuan Shi, Chaofan Tao, Ying Jin, Zhendong Yang, Chun Yuan, Jiaqi Wang ICML, 2023 [Paper] [ArXiv] [Code] [Website] [Blog] [博客]

Honors

Tsinghua Outstanding Master's Thesis, 2024
Tsinghua Outstanding Bachelor's Thesis, 2021

Services

Reviewer of ICML 2024, NeurIPS 20-[23,24], ICLR 20-[24,25], CVPR 2024, and ECCV 2024.

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