EarPCG: Recovering Heart Sounds from in-Ear Audio via Physics-Informed Neural Network
Junyi Zhou, Yiyi Zhang, Henglin Pu, Peng Guo, Tianyue Zheng, Chao Cai, Jun Luo
ACM SenSysGoogle Scholar ↗HealthPUBLICATIONS / 2019—2026
Research archive.
A searchable record of work in embodied AI, physical AI, mobile systems, and sensing-system security.
RayLoc: Wireless Indoor Localization via Fully Differentiable Ray-tracing
Xueqiang Han, Tianyue Zheng, Menglan Hu, Chao Cai, Tony Xiao Han, Jun Luo
ACM UbiCompGoogle Scholar ↗LocalizationSRay: Super-resolution Wireless Indoor Localization via Inverse Differentiable Ray-tracing
Guoquan Wu, Tianyue Zheng
IEEE Transactions on Mobile ComputingGoogle Scholar ↗LocalizationStereo-Fi: Free-form 3D Reconstruction via Generatively Co-Trained Inverse RF Rendering
Xueqiang Han, Tianyue Zheng, Jun Luo
ACM SenSysGoogle Scholar ↗Embodied AIWeaponizing Reflectivity for Pointcloud Deception with Forged Invisible Geometries
Hengwei Chen, Menglan Hu, Tianyue Zheng
IEEE Symposium on Security and PrivacyGoogle Scholar ↗SecurityE-M2: Efficient Multimodal Sensing via Adaptive Sensor-Computation Activation
Jinyi Cui, Tianyue Zheng
IEEE Transactions on Mobile ComputingGoogle Scholar ↗Edge AIFM-Fi 2.0: Foundation Model for Cross-Modal Multi-Person Human Activity Recognition
Yuxuan Weng, Tianyue Zheng, Yanbing Yang, Jun Luo
IEEE Transactions on Mobile ComputingGoogle Scholar ↗Edge AIGlobal Microservice Autoscaling Over Heterogeneous Edge Environments for Internet Applications: A Reinforcement Learning Approach
Kai Peng, Jie Rao, Hao Li, Yi Hu, Bo Jin, Tianyue Zheng, Menglan Hu
IEEE Internet of Things JournalGoogle Scholar ↗Edge AIGlueRT: Bridging the Gap Between Ray-tracing and Real-World Wireless Channel
Bo Gao, Tianyue Zheng
ACM MobiSysGoogle Scholar ↗SensingHeteroRF: Heterogeneity-Aware Federated Radio-Frequency Human Activity Recognition
Yanru Cui, Tianyue Zheng
ACM MobiSysGoogle Scholar ↗Edge AILoki: Physical-World Adversarial Attacks on Wireless Indoor Localization via Differentiable Object Placement
Xueqiang Han, Jinyang Huang, Meng Li, Chao Cai, Tianyue Zheng
IEEE Transactions on Information Forensics and SecurityGoogle Scholar ↗LocalizationRising from Pieces: Effective Inference at the Edge via Robust Split ML
Yuxuan Weng, Tianyue Zheng, Zhe Chen, Menglan Hu, Jun Luo
IEEE Transactions on Mobile ComputingGoogle Scholar ↗Edge AIAdv-4-Adv: Thwarting Changing Adversarial Perturbations via Adversarial Domain Adaptation
Tianyue Zheng, Zhe Chen, Shuya Ding, Chao Cai, Jun Luo
NeurocomputingGoogle Scholar ↗SensingEchoes 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 ComputingGoogle Scholar ↗SecurityISAC-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 SensorsGoogle Scholar ↗ISACLarge Model for Small Data: Foundation Model for Cross-Modal RF Human Activity Recognition
Yuxuan Weng, Guoquan Wu, Tianyue Zheng, Yanbing Yang, Jun Luo
ACM SenSysGoogle Scholar ↗Edge AIM2-Fi: Multi-person Respiration Monitoring via Handheld WiFi Devices
Jingyang Hu, Hongbo Jiang, Tianyue Zheng, Jingzhi Hu, Hongbo Wang, Hangcheng Cao, Zhe Chen, Jun Luo
IEEE INFOCOMGoogle Scholar ↗HealthMuKI-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, Jun Luo
IEEE Transactions on Mobile ComputingGoogle Scholar ↗SecurityRF-Eye: Commodity RFID Can Know What You Write and Who You Are Wherever You Are
Yuanhao Feng, Jinyang Huang, Youwei Zhang, Xiang Zhang, Meng Li, Fusang Zhang, Tianyue Zheng, Anran Li, Mianxiong Dong, Zhi Liu
ACM Transactions on Sensor NetworksGoogle Scholar ↗Securityt-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 ComputingGoogle Scholar ↗Edge AIπ-Jack: Physical-World Adversarial Attack on Monocular Depth Estimation with Perspective Hijacking
Tianyue Zheng, Jingzhi Hu, Rui Tan, Yinqian Zhang, Ying He, Jun Luo
USENIX SecurityGoogle Scholar ↗SecurityAutoFed: Heterogeneity-Aware Federated Multimodal Learning for Robust Autonomous Driving
Tianyue Zheng, Ang Li, Zhe Chen, Hongbo Wang, Jun Luo
ACM MobiComGoogle Scholar ↗Edge AIHoloFed: Environment-Adaptive Positioning via Multi-band Reconfigurable Holographic Surfaces and Federated Learning
Jingzhi Hu, Zhe Chen, Tianyue Zheng, Robert Schober, Jun Luo
IEEE Journal on Selected Areas in CommunicationsGoogle Scholar ↗LocalizationMUSE-Fi: Contactless MUti-person SEnsing Exploiting Near-field Wi-Fi Channel Variation
Jingzhi Hu, Tianyue Zheng, Zhe Chen, Hongbo Wang, Jun Luo
ACM MobiComGoogle Scholar ↗SensingOCHID-Fi: Occlusion-Robust Hand Pose Estimation in 3D via RF-Vision
Shujie Zhang, Tianyue Zheng, Zhe Chen, Jingzhi Hu, Abdelwahed Khamis, Jiajun Liu, Jun Luo
IEEE/CVF ICCVGoogle Scholar ↗Embodied AIPassword-Stealing without Hacking: Wi-Fi Enabled Practical Keystroke Eavesdropping
Jingyang Hu, Hongbo Wang, Tianyue Zheng, Jingzhi Hu, Zhe Chen, Jun Luo
ACM CCSGoogle Scholar ↗SecurityWider is Better? Contact-free Vibration Sensing via Different COTS-RF Technologies
Zhe Chen, Tianyue Zheng, Chao Cai, Jun Luo
IEEE INFOCOMGoogle Scholar ↗SensingCatch Your Breath: Simultaneous RF Tracking and Respiration Monitoring with Radar Pairs
Tianyue Zheng, Zhe Chen, Shujie Zhang, Jun Luo
IEEE Transactions on Mobile ComputingGoogle Scholar ↗HealthCORE-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, Jun Luo
ACM MobiComGoogle Scholar ↗ISACHandKey: Knocking-triggered Robust Vibration Signature for Keyless Unlocking
Hangcheng Cao, Daibo Liu, Hongbo Jiang, Chao Cai, Tianyue Zheng, John C. S. Lui, Jun Luo
IEEE Transactions on Mobile ComputingGoogle Scholar ↗SecurityIntegrating Monostatic Sensing with Communication for IoT
Zhe Chen, Tianyue Zheng, Chao Hu, Hangcheng Cao, Yanbing Yang, Hongbo Jiang, Jun Luo
ACM MobiCom Workshop on Integrated Sensing and Communications SystemsGoogle Scholar ↗ISACISACoT: Integrating Sensing with Data Traffic for Ubiquitous IoT Devices
Zhe Chen, Tianyue Zheng, Chao Hu, Hangcheng Cao, Yanbing Yang, Hongbo Jiang, Jun Luo
IEEE Communications MagazineGoogle Scholar ↗ISACQuantifying the Physical Separability of RF-based Multi-Person Respiration Monitoring via SINR
Shujie Zhang, Tianyue Zheng, Hongbo Wang, Yanbing Yang, Zhe Chen, Jun Luo
ACM SenSysGoogle Scholar ↗HealthCan We Obtain Fine-Grained Heartbeat Waveform via Contact-Free RF-Sensing?
Shujie Zhang, Tianyue Zheng, Zhe Chen, Jun Luo
IEEE INFOCOMGoogle Scholar ↗HealthEnhancing RF Sensing with Deep Learning: A Layered Approach
Tianyue Zheng, Zhe Chen, Shuya Ding, Jun Luo
IEEE Communications MagazineGoogle Scholar ↗SensingMoRe-Fi: Motion-Robust and Fine-Grained Respiration Monitoring via Deep-Learning UWB Radar
Tianyue Zheng, Zhe Chen, Shujie Zhang, Chao Cai, Jun Luo
ACM SenSysGoogle Scholar ↗HealthMoVi-Fi: Motion-Robust Vital Signs Waveform Recovery via Deep Interpreted RF Sensing
Zhe Chen, Tianyue Zheng, Chao Cai, Jun Luo
ACM MobiComGoogle Scholar ↗HealthOctopus: A Practical and Versatile Wideband MIMO Sensing Platform
Zhe Chen, Tianyue Zheng, Jun Luo
ACM MobiComGoogle Scholar ↗SensingRF-Based Human Activity Recognition Using Signal Adapted Convolutional Neural Network
Zhe Chen, Chao Cai, Tianyue Zheng, Jun Luo, Jie Xiong, Xin Wang
IEEE Transactions on Mobile ComputingGoogle Scholar ↗SensingSiWa: See into Walls via Deep UWB Radar
Tianyue Zheng, Zhe Chen, Jun Luo, Lin Ke, Chaoyang Zhao, Yaowen Yang
ACM MobiComGoogle Scholar ↗SensingSound of Motion: Real-Time Wrist Tracking with A Smart Watch-Phone Pair
Tianyue Zheng, Cai Chao, Zhe Chen, Jun Luo
IEEE INFOCOMGoogle Scholar ↗Embodied AIRF-Net: A Unified Meta-Learning Framework for RF-Enabled One-Shot Human Activity Recognition
Shuya Ding, Zhe Chen, Tianyue Zheng, Jun Luo
ACM SenSysGoogle Scholar ↗SensingV2iFi: In-Vehicle Vital Sign Monitoring via Compact RF Sensing
Tianyue Zheng, Zhe Chen, Chao Cai, Jun Luo, Xu Zhang
ACM UbiCompGoogle Scholar ↗Health