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Hui Shen 沈汇

I'm a student researcher at The University of Hong Kong📖, fortunate to be advised by Prof. Ngai Wong. I will be joining the University of Michigan〽️ in Fall 2025 as a CS Ph.D. student. I have a broad interest in Generative Models and Machine Learning Systems. Feel free to contact me if you are interested in my work or want to discuss a potential collaboration :P

Previously, I obtained my Bachelor of Science in Computer & Information Science from The Ohio State University🌰, where I was advised by Prof. Mi Zhang and Prof. Jingbo Meng. I interned at Swire Coca-Cola.

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Education

University of Michigan, USA
Ph.D. Student in Computer Science
Advised by Prof. Z. Morley Mao



The Ohio State University, USA
B.S. in Computer & Information Science
Summa Cum Laude
Advised by Prof. Mi Zhang and Prof. Jingbo Meng

Featured Publications

See full list in Publications.
PhyX: Does Your Model Have the "Wits" for Physical Reasoning?
Hui Shen, Taiqiang Wu, Qi Han, Yunta Hsieh, Jizhou Wang, Yuyue Zhang, Yuxin Cheng, Zijian Hao, Yuansheng Ni, Xin Wang, Zhongwei Wan, Kai Zhang, Wendong Xu, Jing Xiong, Ping Luo, Wenhu Chen, Chaofan Tao, Z. Morley Mao, Ngai Wong
arXiv preprint, 2025
Project Page / Data / Code / Paper
Efficient Diffusion Models: A Survey
Hui Shen*, Jingxuan Zhang*, Boning Xiong*, Rui Hu*, Shoufa Chen, Zhongwei Wan, Xin Wang, Yu Zhang, Zixuan Gong, Guangyin Bao, Chaofan Tao, Yongfeng Huang, Ye Yuan, Mi Zhang
Transactions on Machine Learning Research (TMLR-2025)
GitHub Repo / Paper
Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion
Hui Shen, Zhongwei Wan, Xin Wang, Mi Zhang
ECCV 2024 @ Computational Aspects of Deep Learning (Best Paper Award)
Code / Paper

Services

  • Journal Reviewer: IEEE Transactions on Mobile Computing
  • Conference Reviewer: EMNLP, CVPR, ACL

Teaching

  • Teaching Assistant @ The Ohio State University.
    Fall 2024: Introduction to Digital Logic (ECE 2060)
  • Teaching Assistant @ The Ohio State University.
    Fall 2024: Systems II: Introduction to Operating Systems (CSE 2431)

Contact

Email: huishen011227 [at] gmail [dot] com

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