I am a PhD student in Information and Communication Engineering at South China University of Technology (SCUT), Guangzhou, China, supervised by Prof. Zhanpeng Jin (Google Scholar), a Xinshi Endowed Professor whose group works on human-centered computing, ubiquitous computing, and smart health. My research focuses on wireless radio-frequency (RF) sensing and human activity understanding, large-scale wireless sensing Sim2Real simulation, and distributed federated learning under data heterogeneity; I am also exploring agent systems and financial quantification. During my M.S. studies, I worked with Prof. Pin Lv (Scholat) on wireless sensing and the Internet of Things.
Research interests:
- Wireless RF sensing & human activity recognition
- Large-scale wireless sensing Sim2Real (point-cloud) simulation
- Distributed federated learning under data heterogeneity
- Agent systems & financial quantification
I have published several papers in top venues including IEEE Internet of Things Journal, Neural Networks, and IEEE Transactions on Instrumentation and Measurement. My full publication record and researcher profile are available on ORCID.
🔥 News
- 2026: 🎉 Two papers were accepted by IEEE Internet of Things Journal (IoT-J).
- 2025: A paper was accepted by IEEE Transactions on Instrumentation and Measurement (TIM), and a poster was presented at an ACM conference.
📝 Publications
Listed in reverse chronological order. Shuyu Luo is highlighted in bold.
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Prototype-Centered Residual Modeling for Federated Wireless Human Activity Recognition Shuyu Luo, Bolun Cai, Zhenquan Yu, Jiali Deng, Yang Gao, Zhanpeng Jin. In IEEE Internet of Things Journal, 2026. (First author)
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TimeFi: Level-wise Contrastive Learning for Robust Wireless Sensing via Time-Warping Perturbations Jiali Deng, Shuyu Luo, Yujie Ma, Qiwei Xiong, Yang Gao, Zhanpeng Jin. In IEEE Internet of Things Journal, 2026.
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LMSNet: Variable-aware Multi-scale Framework for Multivariate Time Series Forecasting Wuqing Yu, Jian Zhou, Weichen Guo, Jiacai Zhang, Junhao Wang, Shuyu Luo. In Neural Networks, 2027 (in press).
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Wear2Rec: An IoT-Driven Context-Aware Music Recommendation Ying Hao, Shuyu Luo, Jiali Deng, Yincheng Jin, Yang Gao, Zhanpeng Jin. In Proceedings of an ACM Conference (poster), 2025.
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Enhanced Open-Circuit Fault Diagnosis in T-Type Inverters Using Conditional Virtual Sample Generation Wenkang Zhang, Ying Hao, Shuyu Luo, Kaidi Li, Xun Wu, Zhanpeng Jin. In IEEE Transactions on Instrumentation and Measurement, 2025.
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OCro: Open-Set Cross-Domain Human Activity Recognition Based on Radio Frequency Pin Lv, Shuyu Luo, Jia Xu, Zhe Chen, Heng Liu. In IEEE Internet of Things Journal, 2023.
🎖 Honors and Awards
- 2023 National Scholarship & President’s Scholarship
- 2024 Guangxi Outstanding Graduate
- 2020 Outstanding Graduate, North China Electric Power University (NCEPU)
- 2021 3rd Prize, China Graduate Mathematical Modeling Competition (Team Leader)
- 2019 MCM/ICM Meritorious Winner (Team Leader)
- 2018 1st Prize, China College Student Entrepreneurship Competition (Hebei)
- 2017–2019 National Endeavor Scholarship (×2)
- 2017–2018 1st & 2nd Prize, Business Simulation Competition (Hebei)
📖 Educations
- 2024.09 – Present Ph.D. in Information and Communication Engineering, South China University of Technology (SCUT), Guangzhou, China.
- 2021.09 – 2024.06 M.S. in Computer Science and Technology, Guangxi University (GXU), Nanning, China.
- 2016.09 – 2020.06 B.S. in Economics, North China Electric Power University (NCEPU), Hebei, China.
💻 Internships
- 2020.03 – 2020.08 Junior Security Engineer Intern, VenusInfo (启明星辰), China. Developed core modules of a low-code security gateway platform deployed at Guangdong Financial Leasing and Dongguan Bank.