Selected Publications
Ruixu Geng, Jianyang Wang, Yuqin Yuan, Fengquan Zhan, Tianyu Zhang, Rui Zhang, Pengcheng Huang, Dongheng Zhang, Jinbo Chen, Yang Hu, Yan Chen. A Survey of Wireless Sensing Security from a Role-based View, IEEE Communications Surveys & Tutorials, 2025.
Ruixu Geng, Dongheng Zhang, Yadong Li, Zhi Wu, Jiamu Li, Qi Chen, Yang Hu, Yan Chen. Attacking mmWave Imaging with Neural Meta-Material Rendering, IEEE Transactions on Information Forensics and Security, 2025.
Yuqin Yuan, Jinbo Chen, Dongheng Zhang, Ruixu Geng, Hanqin Gong, Guixin Xu, Yu Pu, Zhi Lu, Yang Hu, Dong Zhang, Likun Ma, Qibin Sun, Yan Chen. Atrial Fibrillation Detection via Contactless Radio Monitoring and Knowledge Transfer, Nature Communications, 2025.
Ruiyuan Song, Dongheng Zhang, Zhi Wu, Cong Yu, Chunyang Xie, Shuai Yang, Yang Hu, Yan Chen. RF-URL 2.0: A General Unsupervised Representation Learning Method for RF Sensing, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025.
Jiarui Zhang, Ruixu Geng, Xiaolong Du, Yan Chen, Houqiang Li, Yang Hu. Passive Non-Line-of-Sight Imaging With Light Transport Modulation, IEEE Transactions on Image Processing, 2025.
Qian Liang, Ruixu Geng, Jinbo Chen, Haoyu Wang, Yan Chen, Yang Hu. Spatial Alignment and Temporal Matching Adapter for Video-Radar Remote Physiological Measurement, ICCV, 2025.
Bin-Bin Zhang, Dongheng Zhang, Yadong Li, Zhi Lu, Jinbo Chen, Haoyu Wang, Fang Zhou, Yu Pu, Yang Hu, Li-Kun Ma, Qibin Sun, Yan Chen. Monitoring Long-term Cardiac Activity with Contactless Radio Frequency Signals, Nature Communications, 2024.
Ruiyuan Song, Zhi Lu, Dongheng Zhang, Liang Fang, Zhi Wu, Yang Hu, Qibin Sun, Yan Chen. Unleashing the Potential of Self-Supervised RF Learning with Group Shuffle, IEEE Transactions on Mobile Computing, 2024.
Yadong Li, Dongheng Zhang, Ruixu Geng, Jincheng Wu, Yang Hu, Qibin Sun, Yan Chen. IFNet: Deep Imaging and Focusing for Handheld SAR with Millimeter-wave Signals, IEEE Transactions on Mobile Computing, 2024.
Ruixu Geng, Yadong Li, Dongheng Zhang, Jincheng Wu, Yating Gao, Yang Hu, Yan Chen. DREAM-PCD: Deep Reconstruction and Enhancement of mmWave Radar Pointcloud, IEEE Transaction on Image Processing, 2024.
Jiamu Li, Dongheng Zhang, Zhi Wu, Cong Yu, Yadong Li, Qi Chen, Yang Hu, Qibin Sun, Yan Chen. SBRF: A Fine-Grained Radar Signal Generator for Human Sensing, IEEE Transactions on Mobile Computing, 2024.
Shuai Yang, Dongheng Zhang, Yadong Li, Yang Hu, Qibin Sun, Yan Chen. iSense: Enabling Radar Sensing Under Mutual Device Interference, IEEE Transactions on Mobile Computing, 2024.
Xuecheng Xie, Dongheng Zhang, Yadong Li, Yang Hu, Qibin Sun, Yan Chen. Robust WiFi Respiration Sensing in the Presence of Interfering Individual, IEEE Transactions on Mobile Computing, 2024.
Wenxuan Li, Dongheng Zhang, Yadong Li, Ruiyuan Song, Yang Hu, Qibin Sun, Yan Chen. SCL-Fall: Reliable Fall Detection Using mmWave Radar with Supervised Contrastive Learning, IEEE Journal of Selected Areas in Sensors, 2024.
Qian Liang, Yan Chen, Yang Hu. Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference, ECCV, 2024.
Zhi Wu, Dongheng Zhang, Zixin Shang, Yuqin Yuan, Hanqin Gong, Binquan Wang, Zhi Lu, Yadong Li, Yang Hu, Qibin Sun, Yan Chen. Learning-Based Tracking-before-Detect for RF-Based Unconstrained Indoor Human Tracking, IJCAI, 2024.
Zhi Lu, Yang Hu, Cong Yu, Yan Chen, Bing Zeng. Learning Fashion Compatibility with Context Conditioning Embedding, IEEE Transactions on Multimedia, 2023.
Zhi Lu, Yang Hu, Yan Chen, Yunchao Jiang, Bing Zeng. Personalized Fashion Recommendation with Discrete Content-based Tensor Factorization, IEEE Transactions on Multimedia, 2023.
Zhi Wu, Dongheng Zhang, Chunyang Xie, Cong Yu, Jinbo Chen, Yang Hu, Yan Chen. RFMask: A Simple Baseline for Human Silhouette Segmentation with Radio Signals, IEEE Transactions on Multimedia, 2023.
Cong Yu, Zhi Wu, Dongheng Zhang, Zhi Lu, Yang Hu, Yan Chen. RFGAN: RF-Based Human Synthesis, IEEE Transactions on Multimedia, 2023.
Chengrun Qiu, Dongheng Zhang, Yang Hu, Houqiang Li, Qibin Sun, Yan Chen. Radio-Assisted Human Detection, IEEE Transactions on Multimedia, 2023.
Cong Yu, Dongheng Zhang, Zhi Wu, Chunyang Xie, Zhi Lu, Yang Hu, Yan Chen. MobiRFPose: Portable RF-Based 3D Human Pose Camera, IEEE Transactions on Multimedia, 2023.
Chunyang Xie, Dongheng Zhang, Zhi Wu, Cong Yu, Yang Hu, Yan Chen. RPM 2.0: RF-based Pose Machines for Multi-Person 3D Pose Estimation, IEEE Transactions on Circuits and Systems for Video Technology, 2023.
Chunyang Xie, Dongheng Zhang, Zhi Wu, Cong Yu, Yang Hu, Yan Chen. RPM: RF-based Pose Machines, IEEE Transactions on Multimedia, 2023.
Yadong Li, Dongheng Zhang, Jinbo Chen, Jinwei Wan, Dong Zhang, Yang Hu, Qibin Sun, Yan Chen. Towards Domain-Independent and Real-Time Gesture Recognition Using mmWave Signal, IEEE Transactions on Mobile Computing, 2023.
Ruixu Geng, Yang Hu, Yan Chen. Recent Advances on Non-Line-of-Sight Imaging: Conventional Physical Models, Deep Learning, and New Scenes, APSIPA Transactions on Signal and Information Processing, 2022.
Ruiyuan Song, Dongheng Zhang, Zhi Wu, Cong Yu, Chunyang Xie, Shuai Yang, Yang Hu, Yan Chen. RF-URL: Unsupervised Representation Learning for RF Sensing, MOBICOM, 2022.
Chunyang Xie, Dongheng Zhang, Yang Hu, Yan Chen. Hierarchical Dynamic Programming Module for Human Pose Refinement, IEEE Transactions on Circuits and Systems for Video Technology, 2022.
Ruixu Geng, Yang Hu, Zhi Lu, Cong Yu, Houqiang Li, Hengyu Zhang, Yan Chen. Passive Non-Line-of-Sight Imaging Using Optimal Transport, IEEE Transactions on Image Processing, 2021.
Dongheng Zhang, Yang Hu, Yan Chen. MTrack: Tracking Multi-Person Moving Trajectories and Vital Signs with Radio Signals, IEEE Internet of Things Journal, 2021.
Zhi Lu, Yang Hu, Yan Chen, Bing Zeng. Personalized Outfit Recommendation with Learnable Anchors, CVPR, 2021.
Zhi Lu, Yang Hu, Yunchao Jiang, Yan Chen, Bing Zeng. Learning Binary Code for Personalized Fashion Recommendation, CVPR, 2019.
Cong Yu, Yang Hu, Yan Chen, Bing Zeng. Personalized Fashion Design, ICCV, 2019.
Zhi Lu, Yang Hu, Bing Zeng. Sampling for Approximate Maximum Search in Factorized Tensor, IJCAI, 2017.
Yang Hu, Xi Yi, Larry S. Davis. Collaborative Fashion Recommendation: A Functional Tensor Factorization Approach, ACM Multimedia, 2015.
Yang Hu, Yangmuzi Zhang, Larry S. Davis. Unsupervised Abnormal Crowd Activity Detection Using Semiparametric Scan Statistic, CVPR Workshops, 2013.
Yang Hu, Mingjing Li, Nenghai Yu. Multiple-Instance Ranking: Learning to Rank Images for Image Retrieval, CVPR, 2008.
Yang Hu, Jingdong Wang, Nenghai Yu, Xian-Sheng Hua. Maximum Margin Clustering with Pairwise Constraints, ICDM, 2008.