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.

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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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