About Me

My name is Hui Shen, a senior undergrad student at The Ohio State University.
I am now actively preparing my Ph.D. application for 2025. Appreciate any opportunities or referrals!

Updates:

• Aug. 2024: Our paper Artificial Intelligence of Things: A Survey has been accepted by ACM Transactions on Sensor Networks (TOSN).
• Aug. 2024: Our paper Famba-V: Fast Vision Mamba with Sparse Fusion-based Visual Representation has been accepted by ECCV 2024 The Fourth Workshop on Computational Aspects of Deep Learning (CADL).
• Sep. 2023: Research Assistant advised by Prof. Jingbo Meng.
• Apr. 2023: Research Assistant @ AIoT & Machine Learning System Lab, advised by Prof. Mi Zhang.
• Jun. 2022: Information Technology Intern @ Swire Coca-Cola China

Publications:

1. FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things.
   Samiul Alam, Tuo Zhang, Tiantian Feng, Hui Shen, Zhichao Cao, Dong Zhao, JeongGil Ko, Kiran Somasundaram, Shrikanth S Narayanan, Salman Avestimehr, Mi Zhang.
   Journal of Data-centric Machine Learning Research (DMLR)
   [Paper]; [Code]
2. Artificial Intelligence of Things: A Survey.
   Shakhrul Iman Siam, Hyunho Ahn, Li Liu, Samiul Alam, Hui Shen, Zhichao Cao, Bhaskar Krish-namachari, Mani Srivastava, and Mi Zhang.
   ACM Transactions on Sensor Networks (TOSN)
3. Electrocardiogram Instruction Tuning for Report Generation.
   Zhongwei Wan, Che Liu, Xin Wang, Chaofan Tao, Hui Shen, Zhenwu Peng, Jie Fu, Rossella Arcucci, Huaxiu Yao, Mi Zhang.
   arXiv preprint arXiv:2403.04945.
   [Paper]
4. Benchmarking and Boosting Radiology Report Generation for 3D High-Resolution Medical Images.
   Che Liu, Zhongwei Wan, Yuqi Wang, Hui Shen, Haozhe Wang, Kangyu Zheng, Mi Zhang, Rossella Arcucci.
   arXiv preprint arXiv:2406.07146.
   [Paper]
5. Famba-V: Fast Vision Mamba with Sparse Fusion-based Visual Representation.
   Hui Shen, Zhongwei Wan, Xin Wang, Mi Zhang.
   ECCV 2024 The Fourth Workshop on Computational Aspects of Deep Learning (CADL)
   

Research Experience:

• Research Assistant @ The Ohio State University.
  Advised by Prof. Jingbo Meng.
  Sep. 2023 - Present
• Research Assistant @ The Ohio State University.
  Advised by Prof. Mi Zhang.
  Apr. 2023 - Present

Services:

• Journal Reviewer: IEEE Transactions on Mobile Computing
• Conference Reviewer: EMNLP

Contact:

• Email: shen (dot) 1780 (at) osu (dot) edu

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