Short Bio

I am Zishu Zhou (周子舒), an undergraduate student majoring in Computer Science and Technology at the College of Computer Science and Software Engineering, Hohai University.

My current research interests include Federated Learning and Test-Time Adaptation for Time Series Analysis.

News

Oct 2025
One paper (FedHAN) accepted at IEEE BigData 2025 as Short Paper!
Jan 2025
One paper (FedM2M) accepted at CSCWD 2025!
Dec 2024
Awarded the National Scholarship (Top 0.31% in China)!

Selected Publications

Full List

† equal contribution  ·  * corresponding author

  • Temporal Structure Matters for Efficient Test-Time Adaptation in Wearable Human Activity Recognition arXiv

    Temporal Structure Matters for Efficient Test-Time Adaptation in Wearable Human Activity Recognition

    Zishu Zhou, Zaipeng Xie*, Xuanyao Jie

    Preprint on arXiv, 2026.

    arXiv/Code/Data
  • FedHAN: Robust Federated Learning Under Model Heterogeneity and Label Noise IEEE BigData

    FedHAN: Robust Federated Learning Under Model Heterogeneity and Label Noise

    Zaipeng Xie*, Zishu Zhou, Xuanyao Jie, Xing Gao, Han Xu, Leihan Wang

    IEEE International Conference on Big Data (BigData), 2025.

    URL/PDF/BibTex

Selected Awards & Honors

  • 2024 National Scholarship, Ministry of Education of China.
  • 2024 3rd Place in China Software Cup Competition.

Academic Services

  • Conference Reviewer: SMC (2026)

Experience

  • Xie's Lab, Hohai University

    Sept 2024 - Now

    Research Assistant

    Federated LearningTest-Time Adaptation

    Mentored byProf. Zaipeng Xie

Misc

Open Source Contributions