近三年代表性研究工作

1.Zhou, Chengxin & Wang, Yuheng & Liu, Yue & Yu, Kun & Liu, Yufang & Zhong, Liyun & Zhuang, Chunsheng & Lu, Xiaoxu. Artifact-free phase reconstruction for differential interference contrast microscopy based on deep learning. Optics Express. 33. 11887-11900. 10.1364/OE.547903. (2025).
2.Tan, Guiyuan & Jiang, Wenjun & Gao, Junzhe & Jiazhen, Dou & Zhong, Liyun & Di, Jianglei & Qin, Yuwen.  Phase-locked control of the coherent beam combining system using dual-stream network and reinforcement learning. Optics and Lasers in Engineering. 186. 108830. 10.1016/j.optlaseng.2025.108830.(2025).
3.Chen, Xiang & Tang, Ping & Wan, Jianhui & Zhang, Weina & Zhong, Liyun. Adaptive Raman spectral unmixing method based on Voigt peak compensation for quantitative analysis of cellular biochemical components. Biomedical Optics Express. 16. 1284. 10.1364/BOE.553461.(2025).
4.Zhu, Weile & Liu, Wen-Jie & Wen, Kun-Hua & Zhang, Qi & Zhang, Weina & zhong, Liyun. Nanometer-spaced metal gratings for highly sensitive surface-enhanced Raman spectroscopy. Photonics Research. 10.1364/PRJ.541927.(2025).
5.Han, Xianxin & Wang, Yuheng & Bu, Zhengyang & Yuan, Zixin & Wu, Yuwang & Wu, Xilong & Shengde, Liu & Zhong, Liyun & Lu, Xiaoxu.  Learning enhanced dual-wavelength digital holography for measuring large-height complex step samples. Optics Express. 33. 7171-7182. 10.1364/OE.551813.(2025).                                      6.Huang, Tao & Yang, Le & Zhang, Weina & Jiazhen, Dou & Di, Jianglei & Wu, Jiachen & Rosen, Joseph & Zhong, Liyun.  Unsupervised cross talk suppression for self-interference digital holography. Optics Letters. 50. 1261-1264. 10.1364/OL.544342. (2025).

7.Jiazhen, Dou & Mai, Yujian & Jiang, Wenjun & Wang, Kaiqiang & Zhong, Liyun & Di, Jianglei & Qin, Yuwen. Vector modulation of fully-polarized phase conjugate light field through scattering media. Optics & Laser Technology. 181. 111987. 10.1016/j.optlastec.2024.111987. (2025).
8.Hou, Jingyu & Wan, Jianhui & Zhang, Weina & Zhong, Liyun.  Recognition of multi-stage apoptosis of Hela cells using a single phase contrast image based on the CB-ResUNet model. 701-707. 10.1145/3706890.3707010.(2025).
9.Jiazhen, Dou & An, Qiming & Liu, Xiaosong & Mai, Yujian & Zhong, Liyun & Di, Jianglei & Qin, Yuwen. Enhanced phase recovery in in-line holography with self-supervised complex-valued neural networks. Optics and Lasers in Engineering. 184. 108685. 10.1016/j.optlaseng.2024.108685. (2025).
10.Zhu, Weile & Wang, Huiyang & Wang, Yuheng & Shengde, Liu & Di, Jianglei & Zhong, Liyun. Multifunctional SERS Chip for Biological Application Realized by Double Fano Resonance. Nanomaterials. 14. 2036. 10.3390/nano14242036. (2024).
11.Bu, Zhengyang & Han, Xianxin & Wang, Yuheng & Shengde, Liu & Zhong, Liyun & Lu, Xiaoxu. Multi-wavelength digital holography based on Kramers–Kronig relations. Optics Letters. 49. 7154-7157. 10.1364/OL.541225.(2024).
12.Luo, Haixin & Chen, Haiwen & Xu, Jie & Wan, Mingming & Zhong, Liyun & Lu, Xiaoxu & Tian, Jindong.  Dynamic multiplexed intensity diffraction tomography using a spatiotemporal regularization-driven disorder-invariant multilayer perceptron. Optics Express. 32. 39117-39133. 10.1364/OE.540070. (2024).
13.Su, Xin & Wan, Jianhui & Zheng, Zixi & Xing, Xinyue & Shengde, Liu & Yang, Shuxian & Zhong, Liyun & Lu, Xiaoxu. A Pair of Indicators for Characterizing Cerebral Microbleeds Based on Raman Spectrum and Two‐Photon Imaging. Journal of Biophotonics. 17. 10.1002/jbio.202400247. (2024).
14.Wang, Huiyang & Han, Xianxin & Shengde, Liu & Liu, Hongzhan & Lu, Xiaoxu & Rosen, Joseph & Zhong, Liyun. Dynamic 3D Fresnel incoherent correlation holography imaging based on single-shot mirrored phase-shifting technology. Optics Letters. 49. 5886-5889. 10.1364/OL.538944. (2024).
15.Qi, Jiaqin & Zheng, Wenhui & Jiang, Wenjun & Jiazhen, Dou & Zhong, Liyun & Di, Jianglei & Qin, Yuwen. Efficient distributed architecture and optimized subarray control strategy to facilitate large-scale coherent beam combination. Optics Express. 32. 10.1364/OE.534117. (2024).
16.Yang, Junpeng & Yang, Le & Huang, Tao & Wang, YuHeng & Zhang, Weina & Di, Jianglei & Rosen, Joseph & Zhong, Liyun & Qin, Yuwen. Inter-plane crosstalk suppression for single-shot 3D reconstruction of interferenceless coded aperture correlation holography via Wiener deconvolution/TV-K constraint. Optics & Laser Technology. 175. 110768. 10.1016/j.optlastec.2024.110768. (2024).
17.Yang, Le & Yang, Junpeng & Huang, Tao & Rosen, Joseph & Wang, YuHeng & Wang, Huiyang & Lu, Xiaoxu & Zhang, Weina & Di, Jianglei & Zhong, Liyun.  Accelerating quad Airy beams-based point response for interferenceless coded aperture correlation holography. Optics Letters. 49. 10.1364/OL.525898.(2024).
18.Huang, Tao & Li, Jiaosheng & Zhang, Qinnan & Zhang, Weina & Di, Jianglei & Wu, Difeng & Lu, Xiaoxu & Zhong, Liyun.  Out-of-focus artifact removal for Fresnel incoherent correlation holography by deep learning. Optics and Lasers in Engineering. 178. 108195. 10.1016/j.optlaseng.2024.108195. (2024).
19.Yang, Le & Yang, Junpeng & Wang, Huiyang & Wang, Yuheng & Huang, Tao & Zhang, Weina & Di, Jianglei & Zhong, Liyun.Single shot interferenceless coded aperture correlation holography via a learnable Wiener deconvolution network. Optics and Lasers in Engineering. 178. 108227. j.optlaseng.2024.108227. (2024).
20.Bu, Bu & Yang, Liwei & xianxin, han & Shengde, Liu & Lu, Xiaoxu & Wan, Jianhui & zhang, xiao & Tang, Ping & Zhang, Weina & zhong, Liyun.  DHM/SERS reveals cellular morphology and molecular changes during iPSCs-derived astrocytes activation. Biomedical Optics Express. 15. 10.1364/BOE.524356.(2024).