Zhi Lu

Zhi Lu

Associate Professor

Laboratory of Intelligent Collaborative Computing

University of Electronic Science and Technology of China

Email: zhilu [at] uestc.edu.cn

About

Zhi Lu is an Associate Professor at the Laboratory of Intelligent Collaborative Computing, University of Electronic Science and Technology of China (UESTC). His research interests focus on geospatial intelligent perception and understanding, and multi-agent collaborative perception and computing.

卢智，电子科技大学智能计算研究院副教授，当前主要研究方向包括地理空间智能感知与理解、多智能体协同感知与计算。发表 CVPR、IJCAI、INFOCOM、UbiComp、TMM、TMC、TIP、Nature Communications 等在内国际期刊和会议 40 余篇。主持国家自然科学青年基金、博士后面上以及多项横向项目，曾获中国科学技术大学“墨子杰出青年特资津贴（一等）”等荣誉。

欢迎报考2027级硕士（暂满） 长期欢迎本科生加入课题组

Selected Publications

† Equal contribution. * Corresponding author.Google Scholar

  1. Controllable Echocardiogram Video Generation Driven by Fine-Grained Cardiac Motion

    Jinduo Wang, Zhi Lu, Binquan Wang, Dongheng Zhang, Yang Hu, Da Zhu, Xiangbin Pan, and Yan Chen.

    IEEE Transactions on Medical Imaging (TMI), 2026.
    Link

  2. AdaSleep: A Robust Source-Free Domain Adaptation Framework for Unobtrusive Sleep Staging via Belt and Radar

    Xuan Luo, Zhi Lu, Zhou Fang, Yu Pu, Dongheng Zhang, and Yan Chen.

    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2026.

  3. Cross-Sensor Domain Generalization for Non-Contact Sleep Staging

    Jie Deng, Zhi Lu, Fang Zhou, Yu Pu, Zhi Wu, Beilei Wang, Yang Hu, Yan Chen.

    International Joint Conference on Artificial Intelligence (IJCAI), 2026.
    PDF

  4. EdgeRefNet: An Edge-Guided Refinement Network for Building Change Detection in Remote Sensing Images

    Wafaa I. M. Hussin, Zhi Lu*, Aysha Ashraf, Aji Mao, and Zhenming Peng.

    IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026.
    CodeLinkPDF

  5. Authentication With Passports for Deep RF Sensing Model Protection

    Ruiyuan Song, Zhi Lu, Liang Fang, Zhi Wu, Dongheng Zhang, Yang Hu, Yan Chen.

    IEEE Transactions on Information Forensics and Security (TIFS), 2026.
    Link

  6. RF2 Transformer: Refocusing Transformer for RF Sensing

    Ruiyuan Song, Zhi Lu, Liang Fang, Zhi Wu, Shuai Yang, Dongheng Zhang, Yang Hu, Hui Lin, and Yan Chen.

    IEEE Transactions on Mobile Computing (TMC), 2026.
    Link

  7. 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.
    CodeLinkPDF

  8. 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.
    Link

  9. 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.
    Link

  10. 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.
    Link

  11. 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.
    Link

  12. 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.
    Link

  13. 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.
    Link

  14. 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.
    LinkCode

  15. 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.
    Link

  16. RFGAN: RF-based Human Synthesis

    Cong Yu, Zhi Wu, Dongheng Zhang, Zhi Lu, Yang Hu, Yan Chen.

    IEEE Transactions on Multimedia (TMM), 2023.
    Link

  17. 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.
    LinkPDF

  18. 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.
    LinkPDF

  19. 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.
    LinkCode

  20. Personalized Outfit Recommendation with Learnable Anchors

    Zhi Lu, Yang Hu, Yan Chen, Bing Zeng.

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
    LinkPDFCode

  21. 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.
    LinkPDFCode

  22. Sampling for Approximate Maximum Search in Factorized Tensor

    Zhi Lu, Yang Hu, Bing Zeng.

    International Joint Conference on Artificial Intelligence (IJCAI), 2017.
    LinkPDFCode

Talks

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Updated: 2026-08 Total Visits: Loading