百晓学者学者目录

卢志

副教授、助理教授、博士生导师、教授、研究员、讲师，清华大学

精选作品

期刊论文

2026

Unsupervised transfer learning enables multi-animal tracking without training annotation

Yixin Li, Qi Zhang, Yuan-Long Zhang, Jiaqi Fan, Zhi Lu, Xinhong Xu, Xinyang Li, Ziwei Li, Jia-Min Wu, Qiong-Hai Dai

Nature Methods

DOI

2026

Self-supervised denoising of light field microscopy for high-dimensional neural imaging

Wentao Chen, Zhi Lu

Asia Conference onAsia Conference on Advances in Image Processing

DOI

2026

Self-supervised reconstruction network for light field microscopy

Man-Chang Jin, Zhi Lu

International Computing Imaging Conference

DOI

2026

New technologies for precise light field microscopy in high-resolution neuroimaging: Automated distortion calibration and correction algorithm

Yuan Li, Yue-Di Wang, Zhi Lu

Advanced Technology in Neuroscience

DOI

2026

A Contrastive Pre-trained Foundation Model for Deciphering Imaging Noisomics across Modalities

Yuan-Jie Gu, Yi-Qun Wang, Chao-Hui Yu, Ang Xuan, Fan Wang, Zhi Lu, Bi-Qin Dong

arXiv.org

DOI

2026

High numerical aperture confocal volumetric mesoscope reveals mesoscale subcellular dynamics in vivo.

Zhi Lu, Ming-Huan Wang, Wentao Chen, Man-Chang Jin, Laiyu Zhu, Tian-Yun Wang, Qi Zhang, Yi Yang, Chaowei Zhuang, Jia-Min Wu, Wei Wang, Qiong-Hai Dai

Nature Biotechnology

DOI

2026

Bridging scales: a perspective on macro-to-micro transfer for microscopy foundation models

Yuan-Jie Gu, Yi-Qun Wang, Jun Zhang, Zhi Lu, Bi-Qin Dong

npj Imaging

DOI

2026

High-fidelity intravital imaging of biological dynamics with latent-space-enhanced digital adaptive optics.

Yunmin Zeng, Qi Zhang, Yihong Xiao, Shidong Wu, Seonghoon Kim, Yun-Hao Zhang, Ming-Rui Wang, Yuan-Long Zhang, Xinyang Li, Zhi Lu, Jia-Min Wu, Qiong-Hai Dai

Nature Biotechnology

DOI

2026

Real-time robust autofocus method enabling sustained intravital scanning light field imaging

Yue-Di Wang, Jing-Yao Wu, Jia-Min Wu, Yuan Li, Wen-Jing Lv, Fang-Fei Yu, Jun Yan, Zhi Lu, Yi Yang, Qiong-Hai Dai

Nature Communications

DOI

2025

活体显微成像技术研究进展

俞方菲，卢志，江劭玮，杨懿

《现代仪器与医疗》

2025

Physics-driven self-supervised learning for fast high-resolution robust 3D reconstruction of light-field microscopy

Zhi Lu, Man-Chang Jin, Shuai Chen, Xiao-Ge Wang, Feihao Sun, Qi Zhang, Zhi-Feng Zhao, Jia-Min Wu, Jing-Yu Yang, Qiong-Hai Dai

Nature Methods

DOI

2025

New technologies for improving the accuracy of neuroimaging: Stochastic Gaussian-masked denoiser enhances subcellular structures and neural dynamics

Yuan-Jie Gu, Yi-Qun Wang, Zhenyao Zhao, Jun Lu, Lei Xu, Zhi Lu, Bi-Qin Dong

Advanced Technology in Neuroscience

DOI

2025

Efficient Low-Light Light Field Enhancement With Progressive Feature Interaction

Xin Luo, Gao-Sheng Liu, Zhi Lu, Kun Li, Jing-Yu Yang

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2025

Leveraging spatial-angular redundancy for self-supervised denoising of 3D fluorescence imaging without temporal dependency

Zhi Lu, Wentao Chen, Feihao Sun, Jiaqi Fan, Xin-Yang Li, Zhen-Qi Fu, Man-Chang Jin, Jia-Min Wu, Qiong-Hai Dai

Nature Communications

DOI

2025

Unsupervised multi-animal tracking for quantitative ethology

Yixin Li, Xinyang Li, Qi Zhang, Yuan-Long Zhang, Jiaqi Fan, Zhi Lu, Ziwei Li, Jia-Min Wu, Qiong-Hai Dai

bioRxiv

DOI

2025

Enhancing biomedical optical volumetric imaging via self-supervised orthogonal learning

Yuan-Jie Gu, Yi-Qun Wang, Ang Xuan, Jianping Wang, Lin-Yi Wang, Lei Zhang, Xiao-Ran Li, Yao Wu, Jun Zhang, Zhi Lu, Bi-Qin Dong

bioRxiv

DOI

2024

Combining line confocal and scanning light field microscopy to achieve high-resolution observations in deep tissues

Zhi Lu, Jia-Min Wu, Qiong-Hai Dai

Optica Imaging Congress 2024 (3D, AOMS, COSI, ISA, pcAOP)

DOI

2024

Long-term intravital subcellular imaging with confocal scanning light-field microscopy

Zhi Lu, Siqing Zuo, Minghui Shi, Jiaqi Fan, Jing-Yu Xie, Guihua Xiao, Li Yu, Jia-Min Wu, Qiong-Hai Dai

Nature Biotechnology

DOI

2024

High-speed in-toto 3D imaging with isotropic resolution by scanning light-field tomography

Yi-Fan Chen, Bo Xiong, Qiong-Hai Dai, Zhi Lu, Yu-Duo Guo, Yi Zhang, Jiaqi Fan, Guihua Xiao, Guo-Xun Zhang, Xiao-Peng Li, Xu-Kang Wang, Zhi-Feng Zhao, Jia-Min Wu

Optica

DOI

2023

Two-photon synthetic aperture microscopy for minimally invasive fast 3D imaging of native subcellular behaviors in deep tissue.

Zhi-Feng Zhao, Yiliang Zhou, Bo Liu, Jing He, Jiayin Zhao, Yeyi Cai, Jing-Tao Fan, Xin-Yang Li, Zi-Lin Wang, Zhi Lu, Jia-Min Wu, Hai Qi, Qiong-Hai Dai

Cell

DOI

2023

Virtual-scanning light-field microscopy for robust snapshot high-resolution volumetric imaging

Zhi Lu, Yu Liu, Man-Chang Jin, Xin Luo, Huan-Jing Yue, Zian Wang, Siqing Zuo, Yunmin Zeng, Jiaqi Fan, Yan-Wei Pang, Jia-Min Wu, Jing-Yu Yang, Qiong-Hai Dai

Nature Methods

DOI

2023

Deep learning-based aberration compensation improves contrast and resolution in fluorescence microscopy

Min Guo, Yi-Cong Wu, C. Hobson, Yi-Jun Su, Shu-Hao Qian, Eric Krueger, Ryan Christensen, Grant Kroeschell, Johnny Bui, Matthew Chaw, Lixia Zhang, Jia-Min Liu, Xuekai Hou, Xiao-Fei Han, Zhi Lu, Xuefei Ma, A. Zhovmer, Christian Combs, Mark W. Moyle, Eviatar Yemini, Hua-Feng Liu, Zhi-Yi Liu, Alexandre Benedetto, P. L. La Rivière, D. Colón-Ramos, Hari Shroff

bioRxiv

DOI

2023

Virtual-scanning network for high-resolution light-field microscopy

Zhi Lu, Jia-Min Wu, Qiong-Hai Dai

Other Conferences

DOI

2022

An integrated imaging sensor for aberration-corrected 3D photography

Jia-Min Wu, Yu-Duo Guo, Chao Deng, Anke Zhang, Hui Qiao, Zhi Lu, Jiachen Xie, Lu Fang, Qiong-Hai Dai

Nature

DOI

2022

A practical guide to scanning light-field microscopy with digital adaptive optics

Zhi Lu, Yeyi Cai, Yixin Nie, Yu-Xin Yang, Jia-Min Wu, Qiong-Hai Dai

Nature Protocols

DOI

2022

Multi-focus light-field microscopy for high-speed large-volume imaging

Yi Zhang, Yuling Wang, Ming-Rui Wang, Yu-Duo Guo, Xin-Yang Li, Yi-Fan Chen, Zhi Lu, Jia-Min Wu, Xiang-Yang Ji, Qiong-Hai Dai

PhotoniX

DOI

2022

Noise-robust phase-space deconvolution for light-field microscopy

Tianyi Zhu, Yu-Duo Guo, Yi Zhang, Zhi Lu, Xing Lin, Lu Fang, Jia-Min Wu, Qiong-Hai Dai

Journal of Biomedical Optics

DOI

2022

Correction: Multi-focus light-field microscopy for high-speed large-volume imaging

Yi Zhang, Yuling Wang, Ming-Rui Wang, Yu-Duo Guo, Xin-Yang Li, Yi-Fan Chen, Zhi Lu, Jia-Min Wu, Xiang-Yang Ji, Qiong-Hai Dai

PhotoniX

DOI

2021

Iterative tomography with digital adaptive optics permits hour-long intravital observation of 3D subcellular dynamics at millisecond scale.

Jia-Min Wu, Zhi Lu, Dong Jiang, Yu-Duo Guo, Hui Qiao, Yi Zhang, Tianyi Zhu, Yeyi Cai, Xu Zhang, Karl Zhanghao, Hao Xie, Tao Yan, Guo-Xun Zhang, Xiaoxu Li, Zheng Jiang, Xing Lin, Lu Fang, Bing Zhou, P. Xi, Jing-Tao Fan, Li Yu, Qiong-Hai Dai

Cell

DOI

2021

Computational optical sectioning with an incoherent multiscale scattering model for light-field microscopy

Yi Zhang, Zhi Lu, Jia-Min Wu, Xing Lin, Dong Jiang, Yeyi Cai, Jiachen Xie, Yuling Wang, Tianyi Zhu, Xiang-Yang Ji, Qiong-Hai Dai

Nature Communications

DOI

2021

DiLFM: an artifact-suppressed and noise-robust light-field microscopy through dictionary learning

Yuan-Long Zhang, Bo Xiong, Yi Zhang, Zhi Lu, Jia-Min Wu, Qiong-Hai Dai

Light: Science & Applications

DOI

2020

Computational optical sectioning by phase-space imaging with an incoherent multiscale scattering model

Yi Zhang, Zhi Lu, Jia-Min Wu, Xing Lin, Dong Jiang, Yeyi Cai, Jiachen Xie, Tianyi Zhu, Xiang-Yang Ji, Qiong-Hai Dai

bioRxiv

DOI

2020

High-speed 3D observation with multi-color light field microscopy

Zhi Lu, Yi Zhang, Tianyi Zhu, Tao Yan, Jia-Min Wu, Qiong-Hai Dai

DOI

2019

Artifact-free 3D deconvolution for light field microscopy

Zhi Lu, Jia-Min Wu, Hui Qiao, Tao Yan, Zi-Ye Zhou, Xu Zhang, Jing-Tao Fan, Qiong-Hai Dai

Biophotonics Congress: Optics in the Life Sciences Congress 2019 (BODA,BRAIN,NTM,OMA,OMP)

DOI

2019

DeepLFM: Deep Learning-based 3D Reconstruction for Light Field Microscopy

Xiaoxu Li, Hui Qiao, Jia-Min Wu, Zhi Lu, Tao Yan, Ruxin Zhang, Xu Zhang, Qiong-Hai Dai

Biophotonics Congress: Optics in the Life Sciences Congress 2019 (BODA,BRAIN,NTM,OMA,OMP)

DOI

2019

Phase-space deconvolution for light field microscopy.

Zhi Lu, Jia-Min Wu, Hui Qiao, You Zhou, Tao Yan, Zi-Ye Zhou, Xu Zhang, Jing-Tao Fan, Qiong-Hai Dai

Optics Express

DOI

2019

3D observation of large-scale subcellular dynamics in vivo at the millisecond scale

Jia-Min Wu, Zhi Lu, Hui Qiao, Xu Zhang, Karl Zhanghao, Hao Xie, Tao Yan, Guo-Xun Zhang, Xiaoxu Li, Zheng Jiang, Xing Lin, Lu Fang, Bing Zhou, Jing-Tao Fan, P. Xi, Qiong-Hai Dai

bioRxiv

DOI

2018

Compressive hyperspectral imaging for snapshot multi-channel fluorescence microscopy

Ji-Jun He, Jia-Min Wu, Zhi Lu, Qiong-Hai Dai

DOI

研究方向

介观脑成像与解析计算神经科学多模态数据理解与智能分析人工智能驱动的

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