Publications

*Equal contribution; ✉Correspondence.

2025

  1. 2025_off_aperture_encoding.jpg
    Learned off-aperture encoding for wide field-of-view RGBD imaging
    Haoyu Wei, Xin Liu, Yuhui Liu, Qiang Fu, Wolfgang Heidrich, Edmund Y Lam, and Yifan Peng
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025
    DOI Website
  2. Nature Communications
    2024_vectorial_psf_pupil.png
    In situ fully vectorial tomography and pupil function retrieval of tightly focused fields
    Xin Liu, Shijie Tu, Yiwen Hu, Yifan Peng, Yubing Han, Cuifang Kuang, Xu Liu, and Xiang Hao
    Nature Communications, 2025
    The final paper of my PhD!
    DOI Code
  3. Optica
    2025_tilted_heart.png
    Diffraction modeling between arbitrary planes using angular spectrum rearrangement
    Yiwen Hu*, Xin Liu*✉, Xu Liu, and Xiang Hao✉
    Optica, 2025
    My first time as a corresponding author! Top downloads in Jan 2025!
    DOI Code

2024

  1. 2024_hyperspectral_review.png
    Computational spectral imaging: Optical encoding and algorithm decoding
    jiaqi Guo, Benxuan Fan, Xin Liu, Yuhui Liu, Xuquan Wang, Yujie Xing, Zhanshan Wang, Xiong Dun, Yifan Peng, and Xinbin Chen
    Laser & Optoelectronics Progress, 2024
    DOI

2023

  1. 2023_multifocus_lifetime_imaging.png
    High-throughput multiplexed fluorescence lifetime microscopy
    Zhimin Zhang, Xin Liu, Minfei He, Yuran Huang, Liang Xu, Yubing Han, Dazhao Zhu, Xiang Hao, Cuifang Kuang, and Xu Liu
    Optics Letters, 2023
    DOI
  2. 2023_adaptive_optics_review.png
    Research progress and prospect of adaptive optics based on deep learning
    Yiwen Hu, Xin Liu, Cuifang Kuang, Xu Liu, and Xiang Hao
    Chinese Journal of Lasers, 2023
    DOI
  3. 2023_high_speed_sim.png
    High-speed spatially re-modulated structured illumination microscopy
    Shijie Tu, Xiaoyan Li, Yueying Wang, Wenwen Gong, Xin Liu, Qiulan Liu, Yubing Han, Cuifang Kuang, Xu Liu, and Xiang Hao
    Optics Letters, 2023
    DOI
  4. 2023_direct_laser_writing.png
    3D nanoprinting for fiber-integrated achromatic diffractive lens
    Minfei He, Xiaoming Shen, Xin Liu, Cuifang Kuang, and Xu Liu
    Optics Letters, 2023
    DOI
  5. Optica
    2023_off_axis_psf.jpg
    Modeling off-axis diffraction with the least-sampling angular spectrum method
    Haoyu Wei*, Xin Liu*, Xiang Hao, Edmund Y. Lam, and Yifan Peng
    Optica, 2023
    Top downloads in Jul and Aug 2023!
    DOI Code Website
  6. 2023_focus_array.gif
    Fast generation of arbitrary optical focus array
    Xin Liu, Yiwen Hu, Shijie Tu, Cuifang Kuang, Xu Liu, and Xiang Hao
    Optics and Lasers in Engineering, 2023
    DOI
  7. 2023_metasurface.png
    Wavelength-selective wavefront shaping by metasurface
    Zixin Cai, Xin He, Xin Liu, Shijie Tu, Xinjie Sun, Paul Beckett, Aditya Dubey, Arnan Mitchell, Guanghui Ren, Xu Liu, and Xiang Hao
    Frontiers of Information Technology & Electronic Engineering, 2023
    DOI

2022

  1. 2022_dm_psf_optimization.png
    Deformable mirror based optimal PSF engineering for 3D super-resolution imaging
    Shuang Fu, Mengfan Li, Lulu Zhou, Yingchuan He, Xin Liu, Xiang Hao, and Yiming Li
    Optics Letters, 2022
    DOI
  2. 2022_modulated_confocal.png
    Modulated pattern scanning microscopy
    Yuxuan Qiu, Yuran Huang, Xin Liu, Yusen Zhang, Xiang Hao, Cuifang Kuang, and Xu Liu
    Optics Letters, 2022
    DOI
  3. 2022_dps_sted.png
    Accurate background reduction in adaptive optical three-dimensional stimulated emission depletion nanoscopy by dynamic phase switching
    Shijie Tu, Xin Liu, Difu Yuan, Wenli Tao, Yubing Han, Yan Shi, Yanghui Li, Cuifang Kuang, Xu Liu, Yufeng Yao, Yesheng Xu, and Xiang Hao
    ACS Photonics, 2022
    DOI
  4. 2022_minflux.png
    Simultaneous super-resolution estimation of single-molecule position and orientation with minimal photon fluxes
    Zhengyi Zhan, Chuankang Li, Xin Liu, Xiaofan Sun, Chenyin He, Cuifang Kuang, and Xu Liu
    Optics Express, 2022
    DOI
  5. 2022_optics_model_representation.png
    Investigating deep optics model representation in affecting resolved all-in-focus image quality and depth estimation fidelity
    Xin Liu*, Linpei Li*, Xu Liu, Xiang Hao, and Yifan Peng
    Optics Express, 2022
    My first paper on computational imaging!
    DOI
  6. 2022_slm_calibration.png
    Calibration of phase-only liquid-crystal spatial light modulators by diffractogram analysis
    Xin Liu, Shijie Tu, Cuifang Kuang, Xu Liu, and Xiang Hao
    Optics and Lasers in Engineering, 2022
    DOI Code

2021

  1. 2021_analytical_vortex.png
    Analytical description of sub-diffraction dark spot
    Chuankang Li, Yuzhu Li, Yuhang Li, Xin Liu, Zhengyi Zhan, Xiang Hao, Cuifang Kuang, and Xu Liu
    Optics Communications, 2021
    DOI
  2. 2021_subdiff_vortex.png
    Sub-diffraction dark spot localization microscopy
    Chuankang Li, Yuzhu Li, Zhengyi Zhan, Yuhang Li, Xin Liu, Yong Liu, Xiang Hao, Cuifang Kuang, and Xu Liu
    Photonics Research, 2021
    DOI
  3. 2021_3d_nanoscopy_review.png
    Advance and prospect for three-dimensional super-resolution microscopy
    Xiao Wang, Shijie Tu, Xin Liu, Yuehan Zhao, Cuifang Kuang, Xu Liu, and Xiang Hao
    Laser & Optoelectronics Progress, 2021
    DOI
  4. 2021_psf_engineering_review.png
    Research progress of computational microscopy imaging based on point spread function engineering
    Xin Liu, Cuifang Kuang, Xu Liu, and Xiang Hao
    Laser & Optoelectronics Progress, 2021
    DOI
  5. 2021_longitudinal_vortex.png
    Generation of arbitrary longitudinal polarization vortices by pupil function manipulation
    Xin Liu, Yifan Peng, Shijie Tu, Jun Guan, Cuifang Kuang, Xu Liu, and Xiang Hao
    Advanced Photonics Research, 2021
    Cover story!
    DOI Code

2020

  1. 2020_spatial_sim.png
    Fast reconstruction algorithm for structured illumination microscopy
    Shijie Tu, Qiulan Liu, Xin Liu, Wenjie Liu, Zhimin Zhang, Taojin Luo, Cuifang Kuang, Xu Liu, and Xiang Hao
    Optics Letters, 2020
    DOI
  2. 2020_sim_aberration.png
    Aberrations in structured illumination microscopy: A theoretical analysis
    Xin Liu, Shijie Tu, Yan Xu, Hongya Song, Wenjie Liu, Qiulan Liu, Cuifang Kuang, Xu Liu, and Xiang Hao
    Frontiers in Physics, 2020
    My first scientific paper!
    DOI