Dachuan Shi

I am a final year master's student at Tsinghua University, advised by Prof. Chun Yuan. I received my bachelor's degree in CS from the same university, advised by Prof. Linmin Tao.

My main research interests are efficiency-related problems in deep learning.

Email / Github / Google Scholar

Research

	CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers Dachuan Shi, Chaofan Tao, Anyi Rao, Zhendong Yang, Chun Yuan, Jiaqi Wang In 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 In ICML, 2023 [Paper] [ArXiv] [Code] [Website] [Blog] [博客]
	Heuristic Dropout: An Efficient Regularization Method for Medical Image Segmentation Models Dachuan Shi, Ruiyang Liu, Linmi Tao, Chun Yuan In ICASSP, 2022 [Paper] [Code]
	Multi-Encoder Parse-Decoder Network for Sequential Medical Image Segmentation Dachuan Shi, Ruiyang Liu, Linmi Tao, Zuoxiang He, Li Huo In ICIP, 2021 [Paper] [Code]
	Supervised Fine-tuning in turn Improves Visual Foundation Models Xiaohu Jiang, Yixiao Ge, Yuying Ge, Dachuan Shi, Chun Yuan, Ying Shan In ArXiv, 2024 [Paper] [ArXiv] [Code]
	Masked Generative Distillation Zhendong Yang, Zhe Li, Mingqi Shao, Dachuan Shi, Zehuan Yuan, Chun Yuan In ECCV, 2022 [Paper] [ArXiv] [Code]
	PTeacher: a ComputerAided Personalized Pronunciation Training System with Exaggerated Audio-Visual Corrective Feedback Yaohua Bu, Tianyi Ma, Weijun Li, Hang Zhou, Jia Jia, Shengqi Chen, Kaiyuan Xu, Dachuan Shi, Haozhe Wu, Zhihan Yang, Kun Li, Zhiyong Wu, Yuanchun Shi, Xiaobo Lu, Ziwei Liu In CHI, 2021 [Paper] [ArXiv]

Honors

Tsinghua Comprehensive Excellence Scholarship, 2022
Tsinghua Outstanding Bachelor Thesis, 2021

Services

Reviewer of ICML 2024, ICLR 2024, NeurIPS 2023, CVPR 2024, and ECCV 2024.

Modified from Jon Barron's.