About Me

I come from Xuzhou, Jiangsu, China, where is known as ‘Qiangu dragon enclave, a generation of emperor Township’. I am currently pursuing the M.S degree of Nanjing Normal University(NNU), Nanjing, China. Before that, I received bachelor’s degree in Huaiyin Institute of Technology(HYIT).

My research interests include: human activity recognition federated learning deep learning machine Learning


<!– Can Bu (卜灿)

211189, College of Electrical and Automation Engineering, Xianlin Campus (Maps).

Nanjing Normal University (NNU)

Nanjing, Jiangsu, China.

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Publications (Journal Papers & Conference Papers)

A Collaborative Compression Scheme for Fast Activity Recognition on Mobile Devices Via Global Compression Ratio Decision

We provide an alternative called Channel Equalization in this paper to reactivate these inhibited channels by performing whitening or decorrelation operation, which compels all channels to contribute more or less to feature representation.

Junjie Liang, Lei Zhang*, Chaolei Han, Can Bu, Hao Wu and Aiguo Song

TMC 2023-5 (Journal Paper)

IEEE Transactions on Mobile Computing (CCF Rank A, IF=6.075)

DOI: 10.1109/TMC.2023.3271306

[PDF] [Code (GitHub)]


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Theses

Research on Multiple-Channel Convolutional Neural Network based Human Activity Recognition

Learning the influence of multiple channels on CNN based HAR tasks. Because of some people’s obstruction, this work process is very bumpy.

Wenbo Huang

Master Thesis, School of Electrical and Automation Engineering, Nanjing Normal University; June, 2022

[PDF] [Slide]

 

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Award & Honor

  • Scholarship
    • National Scholarship, Ministry of Education of China, 2019 (Top 0.2% in HYIT).
  • Competition
    • The 18th Huawei Cup Graduate Student Mathematical Modeling Competition, 2021,Third Prize
    • The 19th Huawei Cup Graduate Student Mathematical Modeling Competition, 2022,Third Prize

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Research Partners (Partial)

Supervisors

Lei Zhang

Instructors

Jun He

Hao Wu

Aiguo Song

Friends

Qi Teng

Kun Wang

Yin Tang

Xing Wang

Chaolei Han

Shuoyuan Wang

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