Publication - Wi-Fi Sensing @ University of Liverpool

Preprints

    Refereed Journal Articles

    1. 2026
      T. T. An et al., “Quantum-Assisted Memory-Efficient Training for Parameter-Intensive Wi-Fi-Based Human Activity Recognition,” IEEE Transactions on Network Science and Engineering, vol. 13, pp. 11266–11282, 2026, doi: 10.1109/TNSE.2026.3725484.
      DOI arXiv 
      @article{an2026quantum,
  title = {Quantum-Assisted Memory-Efficient Training for Parameter-Intensive {Wi-Fi}-Based Human Activity Recognition},
  author = {An, To Truong and Zhang, Jie and Yin, Guolin and Zhang, Junqing and Li, Yanjiao and Duong, Trung Q and Cotton, Simon L},
  journal = {IEEE Transactions on Network Science and Engineering},
  year = {2026},
  volume = {13},
  pages = {11266 - 11282},
  doi = {10.1109/TNSE.2026.3725484},
  arxiv = {2609.04271},
  publisher = {IEEE},
  keywords = {wifi-sensing,qml}
}
    2. 2025
      G. Yin, J. Zhang, X. Yi, and X. Wang, “Evasion Attacks and Countermeasures in Deep Learning-Based Wi-Fi Gesture Recognition,” IEEE Transactions on Mobile Computing, vol. 24, no. 9, pp. 8180–8195, 2025, doi: 10.1109/tmc.2025.3557757.
      DOI 
      @article{yin2025evasion,
  title = {Evasion Attacks and Countermeasures in Deep Learning-Based {Wi-Fi} Gesture Recognition},
  author = {Yin, Guolin and Zhang, Junqing and Yi, Xinping and Wang, Xuyu},
  journal = {IEEE Transactions on Mobile Computing},
  volume = {24},
  number = {9},
  pages = {8180 - 8195},
  year = {2025},
  doi = {10.1109/tmc.2025.3557757},
  keywords = {wifi-sensing}
}
    3. 2024
      G. Yin, J. Zhang, G. Shen, and Y. Chen, “FewSense, Towards a Scalable and Cross-Domain Wi-Fi Sensing System Using Few-Shot Learning,” IEEE Transactions on Mobile Computing, vol. 23, no. 1, pp. 453–468, 2024, doi: 10.1109/tmc.2022.3221902.
      DOI arXiv Code 
      @article{yin2022fewsense,
  title = {{FewSense}, Towards a Scalable and Cross-Domain {Wi-Fi} Sensing System Using Few-Shot Learning},
  author = {Yin, Guolin and Zhang, Junqing and Shen, Guanxiong and Chen, Yingying},
  journal = {IEEE Transactions on Mobile Computing},
  volume = {23},
  number = {1},
  pages = {453 - 468},
  year = {2024},
  doi = {10.1109/tmc.2022.3221902},
  arxiv = {2203.02014},
  keywords = {wifi-sensing, data_code}
}

    Refereed Conference Proceedings