Zhi Lu

About

Zhi Lu is an Associate Professor at the Laboratory of Intelligent Collaborative Computing, University of Electronic Science and Technology of China (UESTC). His current research focuses on spatio-temporal intelligent sensing and collaborative computing.

Selected Publications

† Equal contribution. * Corresponding author.Google Scholar

Unified Metric Learning for Personalized Fashion Recommendations with Fast User Adaptation
Zhi Lu, Yang Hu, Cong Yu, Yan Chen, Bing Zeng.
IEEE Transactions on Multimedia (TMM), 2026 (to appear).
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Contactless 12-lead Electrocardiogram via Deep Computational Radar
Zhi Lu^†, Jinbo Chen^†, Dongheng Zhang, Haoyu Wang, Pengcheng Huang, Fang Zhou, Yang Hu, Qibin Sun, Min Gao, Yan Chen.
npj Biomedical Innovation, 2026.
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Physio-BP: Physiologically-guided Dual Radar System for Continuous Blood Pressure Estimation
Zhenzhen Cao, Zhi Lu, Yang Hu, Yan Chen.
IEEE Transactions on Mobile Computing (TMC), 2025.
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Translation of Radar Signals into Latent Cardiac Event Space for Scalable, Annotation-free Heart Disease Diagnosis
Aoxiang Yue^†, Zhi Lu^†, Yang Hu, Zhenzhen Cao, Yan Chen.
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2025.
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Radar HRV Monitoring with Physiological Prior Inspired Deep Neural Networks
Haoyu Wang, Jinbo Chen, Dongheng Zhang, Zhi Lu, Yang Hu, Qibin Sun, Yan Chen.
IEEE Journal of Biomedical and Health Informatics (JBHI), 2025.
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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.
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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.
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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.
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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.
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DiffRadar: High-quality mmWave Radar Perception with Diffusion Probabilistic Model
Jincheng Wu, Ruixu Geng, Yadong Li, Dongheng Zhang, Zhi Lu^*, Yang Hu, Yan Chen.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024.
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Contactless Radar Heart Rate Variability Monitoring via Deep Spatio-temporal Modeling
Haoyu Wang, Jinbo Chen, Dongheng Zhang, Zhi Lu^*, Changwei Wu, Yang Hu, Qibin Sun, Yan Chen.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024.
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RFGAN: RF-based Human Synthesis
Cong Yu, Zhi Wu, Dongheng Zhang, Zhi Lu, Yang Hu, Yan Chen.
IEEE Transactions on Multimedia (TMM), 2023.
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Learning Fashion Compatibility with Context Conditioning Embedding
Zhi Lu, Yang Hu, Cong Yu, Yunchao Jiang, Yan Chen, Bing Zeng.
IEEE Transactions on Multimedia (TMM), 2023.
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Personalized Fashion Recommendation with Discrete Content-based Tensor Factorization
Zhi Lu, Yang Hu, Cong Yu, Yan Chen, Bing Zeng.
IEEE Transactions on Multimedia (TMM), 2023.
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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.
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Personalized Outfit Recommendation with Learnable Anchors
Zhi Lu, Yang Hu, Yan Chen, Bing Zeng.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
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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.
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Sampling for Approximate Maximum Search in Factorized Tensor
Zhi Lu, Yang Hu, Bing Zeng.
International Joint Conference on Artificial Intelligence (IJCAI), 2017.
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Talks

Human-centric RF Sensing: Pose Estimation, ECG Monitoring and Self-supervised Learning
Yan Chen, Dongheng Zhang, Zhi Lu.
APSIPA ASC · 2024
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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

Experiences

Associate Professor
University of Electronic Science and Technology of China
2026 - Now
Associate Research Fellow
University of Science and Technology of China
2025 - 2026
Postdoctoral Researcher
University of Science and Technology of China
Advisor: Yan Chen
2023 - 2025

Education

Ph.D. in Signal and Information Processing
University of Electronic Science and Technology of China
Advisors: Yang Hu, Yan Chen, Bing Zeng
2018 - 2022
M.S. in Signal and Information Processing
University of Electronic Science and Technology of China
Advisors: Yang Hu, Yan Chen, Bing Zeng
2015 - 2018
B.E. in Electronic Information Engineering
University of Electronic Science and Technology of China
2011 - 2015

Courses

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

Updated: 2026-02 Total Visits: Loading