Publications

Conference

• Large Model for Small Data: Foundation Model for Cross-Modal RF Human Activity Recognition
  Yuxuan Weng^, Guoquan Wu^, Tianyue Zheng†, Yanbing Yang, and Jun Luo
  in Proc. of the 22nd ACM SenSys, 2024, pp. 1–14.

• pi-Jack: Physical-World Adversarial Attack on Monocular Depth Estimation with Perspective Hijacking
  Tianyue Zheng, Jingzhi Hu, Rui Tan, Yinqian Zhang, Ying He, Jun Luo
  in Proc. of the 33rd USENIX Security, 2024, pp. 1–18.

• M2-Fi: Multi-person Respiration Monitoring via Handheld WiFi Devices
  Jingyang Hu, Hongbo Jiang, Tianyue Zheng, Jingzhi Hu, Hongbo Wang, Hangcheng Cao, Zhe Chen and Jun Luo
  in Proc. of the 43rd IEEE INFOCOM, 2024, pp. 1–10.

• Password-Stealing without Hacking: Wi-Fi Enabled Practical Keystroke Eavesdropping
  (research full paper, acceptance rate: ***/**** [15%])
  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
  (research full paper, acceptance rate: ***/**** [**%])
  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
  (research full paper, acceptance rate: ***/**** [**%])
  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
  (research full paper, acceptance rate: ***/**** [**%])
  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
  (research full paper, acceptance rate: 225/1129 [20%])
  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
  (research full paper, acceptance rate: 225/1129 [20%])
  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
  (research full paper, acceptance rate: 225/1129 [20%])
  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?
  (research full paper, acceptance rate: 225/1129 [20%])
  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
  (research full paper, acceptance rate: 25/139 [18%])
  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
  (research full paper, acceptance rate: 60/300 [20%])
  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
  (research full paper, acceptance rate: 60/300 [20%])
  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
  (research full paper, acceptance rate: 60/300 [20%])
  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
  (research full paper, acceptance rate: 43/213 [20%])
  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

• Echoes of Fingertip: Unveiling POS Terminal Passwords Through Wi-Fi Beamforming Feedback
  Siyu Chen, Hongbo Jiang, Jingyang Hu, Tianyue Zheng, Mengyuan Wang, Zhu Xiao, Daibo Liu, Jun Luo
  IEEE Transactions on Mobile Computing, pp. 1–12, 2024.

• t-READi: Transformer-Powered Robust and Efficient Multimodal Inference for Autonomous Driving
  Pengfei Hu, Yuhang Qian, Tianyue Zheng, Ang Li, Zhe Chen, Yue Gao, Xiuzhen Cheng, Jun Luo
  IEEE Transactions on Mobile Computing, pp. 1–12, 2024.

• ISAC-Fi: Enabling Full-fledged Monostatic Sensing over Wi-Fi Communication
  Zhe Chen, Chao Hu, Tianyue Zheng, Hangcheng Cao, Yanbing Yang, Hongbo Jiang, Jun Luo
  IEEE Journal of Selected Areas in Sensors, pp. 1–14, 2024.

• MuKI-Fi: Multi-person Keystroke Inference with BFI-enabled Wi-Fi Sensing
  Hongbo Wang, Jingyang Hu, Tianyue Zheng, Jingzhi Hu, Zhe Chen, Hongbo Jiang, Yuanjin Zheng and Jun Luo
  IEEE Transactions on Mobile Computing, pp. 1–14, 2024.

• 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.

• Adv-4-Adv: Thwarting Changing Adversarial Perturbations via Adversarial Domain Adaptation
  Tianyue Zheng, Zhe Chen, Shuya Ding, Chao Cai, and Jun Luo
  Neurocomputing, 2024.

Preprints

Patents

• SiWa: See into Walls Via Deep UWB Radar
  Jun Luo, Tianyue Zheng, Yaowen Yang, and Lin Ke
  Singapore Patent Application No. 10202106562P.