2003年-至今，南京理工大学，理学院

2013年9月-2014年1月， 美国南佛罗立达大学，数学系，访问学者

1997年7月-2000年6月  陕西理工学院，数学系

2006年1月-2012年10月， 南京理工大学，模式识别与智能系统专业，博士；

2000年9月-2003年6月， 西北大学，计算数学专业， 硕士；

1993年9月-1997年6月， 西北大学，计算数学专业，学士。

2014.01至2016.12，国家自然科学基金  “空谱联合相关性驱动的高光谱图像概率图修补模型与算法研究”(No.61301215)，主持。 

2013年江苏省博士后科研资助计划 “基于Markov网络的高光谱图像修补模型与算法研究”(No. 1301025C)，主持。

2015.01至2019.1，国家自然科学基金重点项目“  图像融合识别与导向过程的数学理论和方法”(No. 11431015),参与。

2015.01至2018.12，年国家自然科学基金“联合空谱上下文的高光谱图像低秩表示分类理论与算法”(No.61471199)，参与。

2009.01至2011.12，国家自然科学基金 “基于形态分量分析的图像超分辨重建机理与算法研究”（No.60802039），参与。

1. Fei Ye, Wu Zebin, Wu, Yang Xu, Hongyi Liu. Zhihui Wei, Bayesian Hyperspectral Image Super-Resolution in the Presence of Spectral Variability,   IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-13, 2022, Art no. 5545613.
2. Hongyi Liu, Wei Jiang, Yuchen Zha, Zhihui Wei. Coupled Tensor Block Term Decomposition with Superpixel-Based Graph Laplacian Regularization for Hyperspectral Super-Resolution. Remote Sensing, 2022, 14（18）, 4520.
3. Hongyi Liu, Youkang Lu, Zebin Wu, Jocelyn Chanussot, Qian Du, Zhihui Wei. Bayesian unmixing of hyperspectral image sequence with composite priors for abundance and endmember variability. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60(5503515):1-15.
4. Chenyang Zhang, Hongyi Liu, Jun Zhang, Hyperspectral Unmixing with AutoEncoder Network in Wavelet Domain, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 2022, July, 17-22, pp. 3259-3262.
5. Huangpeng Wu, Zhengxia, Zou, Jie, Gui, Wen-Jun, Zeng, Jieping, Ye, Jun, Zhang, Hongyi, Liu, Zhihui, Wei. Multi-grained attention networks for single image super-resolution. IEEE Transactions on Circuits and Systems for Video Technology, 2021, 31(2):512-522.
6. Wanxin Wu, Zebin Wu, Yang Xu, Jiandong Yang, Hongyi Liu, Zhihui Wei. Multi-scale anomaly detection in hyperspectral images based on sparse and low rank representations. 2021 The 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 24-26, March, 2021, Amsterdam, Netherlands.
7. Hongyi Liu, Hanyang Li, Zebin Wu, Zhihui Wei. Hyperspectral image recovery using non-convex low-rank tensor approximation. Remote Sensing, 2020,12(14):2264.
8. Youkang Lu, Hongyi Liu, Zebin Wu, Zhihui Wei. Multi-temporal hyperspectral images unmixing by mixed distribution considering smooth variation of abundance. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Virtual Symposium, Sep.26-Oct.2, 2020:2185-2188.
9. Hongyi Liu, Peipei Sun, Qian Du, Zebin Wu(*), Zhihui Wei(*). Hyperspectral image restoration based on low-rank recovery with a local neighborhood weighted spectral-spatial total variation model. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(3):1409-1422.
10. Hanyang Li, Hongyi Liu, Jun Zhang, Zebin Wu, Zhihui Wei. Non-convex relaxation low-rank tensor completion for hyperspectral image recovery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Yokohama, Japan, 28 July-2 August, 2019：1935-1938.
11. Xiaofei Zhao, Hongyi Liu^, Jun Zhang, Zebin Wu, Zhihui Wei. A spectral mapping based intensity modulation for pan-sharpening. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Yokohama, Japan, July 28 –August 2, 2019:843-846.
12. Bin Yan, Zebin Wu*, Hongyi Liu, Yang Xu, Zhihui Wei .Hyperspectral unmixing via wavelet based autoencoder network, The 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS),  Amsterdam, Netherlands, 24-26 ,Sept. 2019.
13. 张峥嵘,刘红毅,韦志辉. 欧拉弹性正则化的图像泊松去噪. 电子学报，2017, 45 (1): 181-191 
14. Wei Huang, Liang Xiao, Zhihui Wei, Hongyi Liu, Songze Tang. A new pan-sharpening method with deep neural networks,IEEE Geoscience and Remote Sensing Letters,12(5):1037-1041,2015
15. Wei Huang, Liang Xiao, Hongyi Liu, Zhihui Wei. Hyperspectral imagery super-resolution by compressive sensing inspired dictionary learning and spatial-spectral regularization. Sensors,15:2014-2058,2015
16. Liqian Wang, Liang Xiao, Hongyi Liu， Zhihui Wei. Local brightness adaptive image colour enhancement with Wasserstein distance. IET Image Processing, 9(1):43-53,2015 (SCI收录)
17. Yang Xu, Zebin Wu, Zhihui Wei, Hongyi Liu, Xiong Xu. A novel hyperspectral image anomaly detection method based of low rank representation. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Italy, Milan, 4444-4447
18. Hongyi Liu,Zhengrong Zhang,Liang Xiao,Zhihui Wei. Adaptive Tensor Matrix Based Kernel Regression for Hyperspectral Image Denoising. The International Geoscience and Remote Sensing Symposium 2014( IGARSS’14 ), Quebec, Canada.2014.4616-4619
19. Wei Huang, Zebin Wu, Hongyi Liu, Liang Xiao, Zhihui Wei .Spatial-spectral compressive sensing for hyperspectral images super-resolution over learned dictionary. The International Geoscience and Remote Sensing Symposium 2014( IGARSS’14 ). Quebec, Canada.2014. 4930-4933. 
20. Liqian Wang, Liang Xiao, Hongyi Liu, Zhihui Wei: Variational Bayesian Method for Retinex. IEEE Transactions on Image Processing, 23(8): 3381-3396 , 2014.
21. 刘红毅,韦志辉,张峥嵘. 自适应非局部patch正则化图像恢复.电子学报, 40(3),512-517，2012. 
22. 刘红毅,韦志辉,张峥嵘. 改进的核回归图像恢复,中国图象图形学报, 16(12),2140-2144,2011.