Publications

*: Equal contributions;   : Corresponding author.

Conference Paper

1. Large-Field-of-View Measurement of Fabric Density Based on Moiré Pattern for Industrial IoT.
   Zhaowei Wu, Jingyi Ning, Zhihao Yan, Jialu Xu, Lei Xie.
   Accepted to appear in Proceeding of IEEE International Conference on Computer Communications (INFOCOM), 2026.
2. Tackling the Imbalance in Video Analytics Pipelines with Hierarchical Embodied Intelligence.
   Wenhui Zhou, Lei Xie, Jingyi Ning, Shuyu Cao, Hao Wu, Qinghua Peng and Long Fan.
   Accepted to appear in Proceeding of IEEE International Conference on Computer Communications (INFOCOM), 2026.
3. SPECal: Spatial Calibration Based on Self-Pose-Estimation Between mmWave Radar and Camera.
   Yi Li, Lei Xie, Yu He, Jingyi Ning, Sanglu Lu.
   Proceedings of the ACM on Interactive, Mobile,Wearable and Ubiquitous Technologies (IMWUT), 2025, 9(3): 1-26. (UbiComp), 2025.
   Paper     
   
4. Facial Landmark Detection based on High Precision Spatial Sampling via Millimeter-wave Radar.
   Yi Li, Chuyu Wang, Lei Xie, Qiancheng Jin, Long Fan, Jingyi Ning, Sanglu Lu.
   Proceedings of the ACM on Interactive, Mobile,Wearable and Ubiquitous Technologies (IMWUT), 2025, 8(4): 1-26. (UbiComp), 2025.
   Paper     
   
5. MoiréVision: A Generalized Moiré-based Mechanism for 6-DoF Motion Sensing.
   Jingyi Ning, Lei Xie, Zhihao Yan, Yanling Bu, Jun Luo.
   In Proceedings of the 30th Annual International Conference on Mobile Computing and Networking (MobiCom), 2024.
   Paper     
   
6. MoiréVib: Micron-level Vibration Detection based on-Moiré Pattern.
   Jingyi Ning*, Zhihao Yan*, Zhaowei Wu, Lei Xie, Chuyu Wang, Yingying Chen, Baoliu Ye, Sanglu Lu.
   In Proceedings of the 30th Annual International Conference on Mobile Computing and Networking (MobiCom), 2024.
   Paper     
   
7. LED Can Backscatter: Multi-Modal based 3D Localization via LED-tag.
   Shiyuan Ma, Lei Xie, Chuyu Wang, Long Fan, Jingyi Ning, Qing Guo, Baoliu Ye, Sanglu Lu.
   In Proceeding of IEEE International Conference on Distributed Computing Systems (ICDCS), 2024.
   Paper     
   
8. Continual Learning with Pre-Trained Models: A Survey.
   Da-Wei Zhou, Hai-Long Sun, Jingyi Ning, Han-Jia Ye, De-Chuan Zhan.
   The 33rd International Joint Conference on Artificial Intelligence (IJCAI), 2024.
   Paper       Code
   
9. mmEavesdropper: Signal Augmentation-based Directional Eavesdropping with mm-Wave Radar.
   Yiwen Feng, Kai Zhang, Chuyu Wang, Lei Xie, Jingyi Ning, Shijia Chen.
   In Proceeding of IEEE International Conference on Computer Communications (INFOCOM), 2023.
   Paper     
   
10. PalmEcho: Multimodal Authentication for Smartwatch via Beating Gestures.
    Qing Guo, Gaolei Duan, Lei Xie, Jingyi Ning, Chuyu Wang, Baoliu Ye, Sanglu Lu.
    In Proceeding of 20th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), 2023.
    Paper     
    
11. MoiréPose: Ultra High Precision Camera-to-Screen Pose Estimation based on Moiré Pattern.
    Jingyi Ning, Lei Xie, Yi Li, Yingying Chen, Yanling Bu, Baoliu Ye, Sanglu Lu.
    In Proceedings of the 28th Annual International Conference on Mobile Computing and Networking (MobiCom), 2022.
    Paper     
    
12. RF-Protractor: Non-Contacting Angle Tracking via COTS RFID in Industrial IoT Environment.
    Tingjun Liu, Chuyu Wang, Lei Xie, Jingyi Ning, Tie Qiu, Fu Xiao, Sanglu Lu.
    In Proceeding of IEEE International Conference on Computer Communications (INFOCOM), 2022.
    Paper     
    
13. Edge-Cloud Collaboration for Human Activity Recognition on Multiple Subjects.
    Wenjing Xiao, Lei Xie, Jingyi Ning, Ziyu Fu, Ming Zhao, Zhenjie Lin, Qiang Lin.
    In Proceeding of IEEE 23rd International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2022.
    Paper     
    
14. Handwriting-Assistant: Capture Handwriting with Millimeter-level Accuracy via Attachable Inertial Sensors.
    Yanling Bu, Lei Xie, Yafeng Yin, Chuyu Wang, Jingyi Ning, Jiannong Cao, Sanglu Lu.
    In Proceedings of the ACM on Interactive, Mobile,Wearable and Ubiquitous Technologies (IMWUT), 2021, 5(4): 1-25. (UbiComp), 2021.
    Paper     
    
15. RFDetector: Internal 3D Structure Detection of Logistics Packages via RFID Systems.
    Jingyi Ning, Lei Xie, Chuyu Wang, Yanling Bu, Baoliu Ye, Sanglu Lu.
    In Proceeding of International Conference on Computer Communications and Networks, (ICCCN), 2020.
    Paper     
    

Journal Article

1. CoSense: Bridging Real-Time Performance and Fine-Grained Detail in mmWave Sensing.
   Long Fan, Lei Xie, Shiyuan Ma, Jingyi Ning, Chuyu Wang, Wenhui Zhou, Jun Luo.
   IEEE Transactions on Mobile Computing (TMC), 2026.
   Paper     
   
2. BoneSE: Bone Conduction-Assisted Speech Enhancement Based on COTS Earphone.
   Qing Guo, Long Fan, Lei Xie, Jingyi Ning, Baoliu Ye, and Sanglu Lu.
   IEEE Transactions on Mobile Computing (TMC), 2026.
   Paper     
   
3. Multi-Modal based 3D Localization via the Channel Adjustment LED-tag.
   Shiyuan Ma, Lei Xie, Chuyu Wang, Yanling Bu, Long Fan, Jingyi Ning, Qing Guo, Baoliu Ye, Sanglu Lu.
   IEEE Transactions on Mobile Computing (TMC), 2025.
   Paper     
   
4. Learning without Forgetting for Vision-Language Models.
   Da-Wei Zhou, Yuanhan Zhang, Yan Wang, Jingyi Ning, Han-Jia Ye, De-Chuan Zhan, Ziwei Liu.
   IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025.
   Paper     
   
5. MoiréTracker: Continuous Camera-to-Screen 6-DoF Pose Tracking based on Moiré Pattern.
   Jingyi Ning, Lei Xie, Yi Li, Yingying Chen, Yanling Bu, Chuyu Wang, Sanglu Lu, Baoliu Ye.
   IEEE Journal on Selected Areas in Communications (JSAC), 2024.
   Paper     
   
6. Heart Rate Variability Estimation based on RFID Tag-Pair in Dynamic Environments.
   Jiaying Wu, Chuyu Wang, Dongxu Huang, Jingyi Ning, Lei Xie.
   ACM Transactions on Computing for Healthcare (TCH), 2024.
   Paper     
   
7. RF-Badge: Vital Sign-based Authentication via RFID Tag Array on Badges.
   Jingyi Ning, Lei Xie, Chuyu Wang, Yanling Bu, Fengyuan Xu, Da-Wei Zhou, Baoliu Ye, Sanglu Lu.
   IEEE Transactions on Mobile Computing (TMC), 22(2): 1170 - 1184 (2023).
   Paper
   
8. Revolving Scanning on Tagged Objects: 3D Structure Detection of Logistics Packages via RFID systems.
   Jingyi Ning, Lei Xie, Chuyu Wang, Yanling Bu, Fu Xiao, Baoliu Ye, Sanglu Lu.
   ACM Transactions on Sensor Networks (TOSN), 18(2): 1-29 (2022).
   Paper     
   
9. 探索视觉感知新范式：基于摩尔纹视觉的超高精度空间感知.
   23. 谢磊，宁静仪，闫志豪，王楚豫.
   中国计算机学会会刊《计算》，2025 年 5 月, 第 1 卷 第 1 期，ISSN 2097-6461.
10. 感算控一体化赋能工业互联网精准智能制造.
    谢磊，王楚豫，宁静仪，朱善迎.
    中国计算机学会通讯 (CCCF). 第 20 卷，第 9 期，2024.
11. 从“识别”到“感知”：基于RFID的可标记无源感知.
    谢磊，王楚豫，卜艳玲，宁静仪，陆桑璐.
    中国计算机学会通讯 (CCCF). 第 17 卷，第 2 期，2021.