Zhi Lu

卢智 | Zhi Lu

Research Associate Professor, USTC

Address: 96 Jinzhai Rd, Hefei, China

Google Scholar | GitHub

Dr. Zhi Lu is currently a Research Associate Professor at the University of Science and Technology of China (USTC), where he is affiliated with the IPLab. He received his Ph.D. degree in Information and Signal Processing from the University of Electronic Science and Technology of China (UESTC) in 2022, under the supervision of Yang Hu, Yan Chen, and Bing Zeng. He also obtained his M.S. and B.E. degrees from UESTC. From 2023 to 2025, he conducted postdoctoral research under the supervision of Yan Chen. His research interests include multimedia computing and wireless intelligent sensing, with a particular focus on RF-based human sensing.

News

Selected Publications

WN-Sleep: Modeling Whole-Night Data for Improved Sleep Staging Classification Fang Zhou, Zhi Lu, Zhi Wu, Gaohan Ye, Lingjie Shu, Yu Pu, Beilei Wang, Dong Zhang, Dongheng Zhang, Yang Hu, Yan Chen. IEEE Journal of Biomedical and Health Informatics (JBHI), 2025.
Unleashing the Potential of Self-Supervised RF Learning with Group Shuffle Ruiyuan Song, Zhi Lu, Dongheng Zhang, Liang Fang, Zhi Wu, Yang Hu, Qibin Sun, Yan Chen. IEEE Transactions on Mobile Computing (TMC), 2025.
Atrial Fibrillation Detection via Contactless Radio Monitoring and Knowledge Transfer 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. Nature Communications, 2025.
Learning-Based Tracking-Before-Detect for Unconstrained Indoor Human Tracking Using RF Signal Zhi Wu, Dongheng Zhang, Zixin Shang, Yuqin Yuan, Hanqin Gong, Binquan Wang, Zhi Lu, Yadong Li, Yang Hu, Qibin Sun, Yan Chen. IEEE Transactions on Mobile Computing (TMC), 2025.
UMIMO: Universal Unsupervised Learning for mmWave Radar Sensing with MIMO Array Synthesis Haoyu Zhang, Dongheng Zhang, Ruiyuan Song, Zhi Wu, Jinbo Chen, Liang Fang, Zhi Lu, Yang Hu, Hui Lin, Yan Chen. IEEE Transactions on Mobile Computing (TMC), 2025.
Monitoring Long-Term Cardiac Activity with Contactless Radio Frequency Signals 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. Nature Communications, 2024.
PRISM: Pre-Training RF Signals in Sparsity-Aware Masked Autoencoders Liang Fang, Ruiyuan Song, Zhi Lu, Dongheng Zhang, Yang Hu, Qibin Sun, Yan Chen. IEEE Conference on Computer Communications (INFOCOM), 2024.
RFGAN: RF-Based Human Synthesis Cong Yu, Zhi Wu, Dongheng Zhang, Zhi Lu, Yang Hu, Yan Chen. IEEE Transactions on Multimedia (TMM), 2023.
Passive Non-Line-of-Sight Imaging Using Optimal Transport Ruixu Geng, Yang Hu, Zhi Lu, Cong Yu, Houqiang Li, Hengyu Zhang, Yan Chen. IEEE Transactions on Image Processing (TIP), 2022.
Learning Fashion Compatibility with Context Conditioning Embedding Zhi Lu, Yang Hu, Cong Yu, Yunchao Jiang, Yan Chen, Bing Zeng. IEEE Transactions on Multimedia (TMM), 2022.
Personalized Fashion Recommendation with Discrete Content-Based Tensor Factorization Zhi Lu, Yang Hu, Cong Yu, Yan Chen, Bing Zeng. IEEE Transactions on Multimedia (TMM), 2022.
Personalized Outfit Recommendation with Learnable Anchors Zhi Lu, Yang Hu, Yan Chen, Bing Zeng. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
Learning Binary Code for Personalized Fashion Recommendation Zhi Lu, Yang Hu, Yunchao Jiang, Yan Chen, Bing Zeng. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
Sampling for Approximate Maximum Search in Factorized Tensor Zhi Lu, Yang Hu, Bing Zeng. International Joint Conference on Artificial Intelligence (IJCAI), 2017.

† Equal contribution. * Corresponding author.

Talks

Human-Centric RF Sensing: Pose Estimation, ECG Monitoring and Self-Supervised Learning APSIPA ASC 2024

Awards

墨子杰出青年特资津贴(一等) Mozi Distinguished Young Scholar Special Allowance (First Class) University of Science and Technology of China · 2024

Courses

工程硕士专业英语(电子信息) Engineering Master's Professional English (Electronic Information) Fall 2025
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