Faculty
ZHENG Tianyue is an Assistant Professor in the Department of Computer Science and Engineering at Southern University of Science and Technology. He is also a doctoral supervisor. He obtained his Ph.D. degree from Nanyang Technological University in Singapore, master's degree from the University of Toronto in Canada, and bachelor's degree from Harbin Institute of Technology in China. His research mainly focuses on mobile computing, pervasive computing, wireless sensing, sensing security, federated learning, and autonomous driving. He has published multiple papers in top-tier conferences and journals such as ACM MobiCom, CCS, UbiComp, SenSys, IEEE TMC, JSAC, ICCV, and INFOCOM. He serves as TPC/AEC member and reviewer for several top-tier conferences and journals.
Publications
(* denotes co-first author.)
Conference
Password-Stealing without Hacking: Wi-Fi Enabled Practical Keystroke Eavesdropping
Jingyang Hu, Hongbo Wang, Tianyue Zheng, Jingzhi Hu, Zhe Chen, and Jun Luo,
in Proc. of the 30th ACM CCS, 2023, pp. 1–14.
MUSE-Fi: Contactless MUti-person SEnsing Exploiting Near-field Wi-Fi Channel Variation
Jingzhi Hu*, Tianyue Zheng*, Zhe Chen, Hongbo Wang, and Jun Luo,
in Proc. of the 29th ACM MobiCom, 2023, pp. 1–12.
OCHID-Fi: Occlusion-Robust Hand Pose Estimation in 3D via RF-Vision
Shujie Zhang*, Tianyue Zheng*, Zhe Chen, Jingzhi Hu, Abdelwahed Khamis, Jiajun Liu, and Jun Luo,
in Proc. of IEEE/CVF ICCV, 2023, pp. 1–10.
AutoFed: Heterogeneity-Aware Federated Multimodal Learning for Robust Autonomous Driving
Tianyue Zheng, Ang Li, Zhe Chen, Hongbo Wang, and Jun Luo,
in Proc. of the 29th ACM MobiCom, 2023, pp. 1–12.
Wider is Better? Contact-free Vibration Sensing via Different COTS-RF Technologies
Zhe Chen, Tianyue Zheng, Chao Cai, and Jun Luo,
in Proc. of the 42nd IEEE INFOCOM, 2023, pp. 1–10.
Quantifying the Physical Separability of RF-based Multi-Person Respiration Monitoring via SINR
Shujie Zhang*, Tianyue Zheng*, Hongbo Wang, Yanbing Yang, Zhe Chen, and Jun Luo
in Proc. of the 20th ACM SenSys, 2022, pp. 47–60.
Integrating Monostatic Sensing with Communication for IoT
Zhe Chen, Tianyue Zheng, Chao Hu, Hangcheng Cao, Yanbing Yang, Hongbo Jiang, and Jun Luo
in Proc. of the 1st ACM MobiCom Workshop on Integrated Sensing and Communications Systems, 2022, pp. 43–48.
CORE-Lens: Simultaneous Communication and Object REcognition with Disentangled-GAN Cameras
Ziwei Liu, Tianyue Zheng*, Chao Hu, Yanbing Yang, Yimiao Sun, Yi Zhang, Zhe Chen, Liangyin Chen, and Jun Luo
in Proc. of the 28th ACM MobiCom, 2022, pp. 1–14.
Sound of Motion: Real-Time Wrist Tracking with A Smart Watch-Phone Pair
Tianyue Zheng, Cai Chao, Zhe Chen, and Jun Luo
in Proc. of the 41st IEEE INFOCOM, 2021, pp. 1–10.
Can We Obtain Fine-Grained Heartbeat Waveform via Contact-Free RF-Sensing?
Shujie Zhang, Tianyue Zheng, Zhe Chen, and Jun Luo
in Proc. of the 41st IEEE INFOCOM, 2021, pp. 1–10.
MoRe-Fi: Motion-Robust and Fine-Grained Respiration Monitoring via Deep-Learning UWB Radar
Tianyue Zheng, Zhe Chen, Shujie Zhang, Chao Cai, and Jun Luo
in Proc. of the 19th ACM SenSys, 2021, pp. 1–14.
SiWa: See into Walls via Deep UWB Radar
Tianyue Zheng*, Zhe Chen*, Jun Luo, Lin Ke, Chaoyang Zhao, and Yaowen Yang
in Proc. of the 27th ACM MobiCom, 2021, pp. 323–336.
Octopus: A Practical and Versatile Wideband MIMO Sensing Platform
Zhe Chen*, Tianyue Zheng*, and Jun Luo
in Proc. of the 27th ACM MobiCom, 2021, pp. 601–614.
MoVi-Fi: Motion-Robust Vital Signs Waveform Recovery via Deep Interpreted RF Sensing
Zhe Chen*,Tianyue Zheng*, Chao Cai, and Jun Luo
in Proc. of the 27th ACM MobiCom, 2021, pp. 392–405.
RF-Net: A Unified Meta-Learning Framework for RF-Enabled One-Shot Human Activity Recognition
Shuya Ding, Zhe Chen, Tianyue Zheng, and Jun Luo
in Proc. of the 18th ACM SenSys, pp. 517–530.
V2iFi: In-Vehicle Vital Sign Monitoring via Compact RF Sensing
Tianyue Zheng*, Zhe Chen*, Chao Cai, Jun Luo, and Xu Zhang
in Proc. of the 20th ACM UbiComp, pp. 1-27.
Journal
HoloFed: Environment-Adaptive Positioning via Multi-band Reconfigurable Holographic Surfaces and Federated Learning
Jingzhi Hu, Zhe Chen, Tianyue Zheng, Robert Schober, and Jun Luo,
IEEE Journal on Selected Areas in Communications, pp. 1–32, 2023.
ISACoT: Integrating Sensing with Data Traffic for Ubiquitous IoT Devices
Zhe Chen, Tianyue Zheng, Chao Hu, Hangcheng Cao, Yanbing Yang, Hongbo Jiang, and Jun Luo
IEEE Communications Magazine, pp. 1–6, 2022.
HandKey: Knocking-triggered Robust Vibration Signature for Keyless Unlocking
Hangcheng Cao, Daibo Liu, Hongbo Jiang, Chao Cai, Tianyue Zheng, John C. S. Lui, and Jun Luo
IEEE Transactions on Mobile Computing, pp. 1–14, 2022.
Catch Your Breath: Simultaneous RF Tracking and Respiration Monitoring with Radar Pairs
Tianyue Zheng, Zhe Chen, Shujie Zhang, and Jun Luo
IEEE Transactions on Mobile Computing, pp. 1–14, 2022.
RF-Based Human Activity Recognition Using Signal Adapted Convolutional Neural Network
Zhe Chen, Chao Cai,Tianyue Zheng, Jun Luo, Jie Xiong, and Xin Wang
IEEE Transactions on Mobile Computing, pp. 1–1, 2021.
Enhancing RF Sensing with Deep Learning: A Layered Approach
Tianyue Zheng, Zhe Chen, Shuya Ding, and Jun Luo
IEEE Communications Magazine, pp. 70–76, 2021.
Preprints
Adv-4-Adv: Thwarting Changing Adversarial Perturbations via Adversarial Domain Adaptation
Tianyue Zheng, Zhe Chen, Shuya Ding, Chao Cai, and Jun Luo
arXiv preprint arXiv:2112.00428.
Patents
SiWa: See into Walls Via Deep UWB Radar
Jun Luo, Tianyue Zheng, Yaowen Yang, and Lin Ke
Singapore Patent Application No. 10202106562P.
Human Activity Recognition Method and System based on Radio-Frequency and Signal-Adapted Convolutional Neural Network
Zhe Chen, Zhijun Qin, Tianyue Zheng, Lin Yang, and Wenxin Huang
China Patent No. CN111652040A.
In-Vehicle Vital Sign Monitoring System based on Compact Radio-Frequency Sensing
Zhe Chen, Zhijun Qin, Tianyue Zheng, Lin Yang, and Wenxin Huang
China Patent No. CN111568396A.