Publications

2026

1. TNSE

   Quantum-Assisted Memory-Efficient Training for Parameter-Intensive Wi-Fi-Based Human Activity Recognition

   An Truong To, Jie Zhang, Guolin Yin, and 4 more authors

   IEEE Transactions on Network Science and Engineering, 2026

   Early access, 19 August 2026

   arXiv HTML

   
2. JSAC

   A Quantum-Optimized Training Framework for Radio Frequency Fingerprint Identification

   An Truong To, Guolin Yin, Junqing Zhang, and 3 more authors

   IEEE Journal on Selected Areas in Communications, 2026

   HTML

   
3. ICC Workshops

   Towards Quantum Efficient Training for Radio Frequency Fingerprint Identification

   An Truong To, Guolin Yin, Junqing Zhang, and 3 more authors

   In 2026 IEEE International Conference on Communications Workshops (ICC Workshops), 2026

   HTML

   
4. arXiv

   Practical Wi-Fi-Based Motion Recognition Under Variable Traffic Patterns

   Guolin Yin, Junqing Zhang, Guanxiong Shen, and 1 more author

   arXiv preprint arXiv:2605.08308, 2026

   Submitted 8 May 2026

   arXiv

   

2025

1. 

   Evasion Attacks and Countermeasures in Deep Learning-Based Wi-Fi Gesture Recognition

   Guolin Yin, Junqing Zhang, Xinping Yi, and 1 more author

   IEEE Transactions on Mobile Computing, 2025

   HTML PDF

   

2. 

   Noise-Robust Radio Frequency Fingerprint Identification Using Denoise Diffusion Model

   Guolin Yin, Junqing Zhang, Yuan Ding, and 1 more author

   In 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025

   Best Workshop Paper Award arXiv HTML PDF

   

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2024

1. 

   FewSense, Towards a Scalable and Cross-Domain Wi-Fi Sensing System Using Few-Shot Learning

   Guolin Yin, Junqing Zhang, Guanxiong Shen, and 1 more author

   IEEE Transactions on Mobile Computing, 2024

   arXiv HTML PDF Code