科研论文：
[1] Jiaxin Cao and Xiaoyan Li(*), A 3D-2D-convolutional Neural Network Model for Hyperspectral Image Classification, arXiv, http://arxiv.org/abs/2111.10293
[2] Lu Liang, Jiangdong Cao, Xiaoyan Li(*), Jane You, Improvement of Residual Attention Network for Image Classification, IScIDE 2019, LNCS 11935, PP. 529~539, 2019. (EI收录)
[3] Xiaoyan Li(*), Lefei Zhang, Jane You, Domain Transfer Learning for Hyperspectral Image Super-Resolution, Remote Sensing, vol.11, no.6, 694, March 2019. (SCI收录)
[4] Xiaoyan Li(*), Lefei Zhang, Jane You, Locally Weighted Discriminant Analysis for Hyperspectral Image Classification, Remote Sensing, vol.11, no.2, 109, January 2019. (SCI收录)
[5] Xiaoyan Li(*), Lefei Zhang, Jane You, Hyperspectral Image Classification Based on Two-Stage Subspace Projection, Remote Sensing, vol.10, no.10, 1565, September 2018. (SCI收录)
[6] Xiaoyan Li, Tongliang Liu, Jiankang Deng, Dacheng Tao(*),, Video face editing using temporal-spatial-smooth warping, ACM Transactions on Intelligent Systems and Technology, vol.7, no.3, 32:1-32:28, 2016. (SCI收录)
[7] Xiaoyan Li(*), Hongjie He, Ruxin Wang, Jun Cheng, Superpixel-guided nonlocal means for image denoising and super-resolution, Signal Processing, vol.124, pp. 173-183, 2016. (SCI收录)
[8] Xiaoyan Li, Hongjie He, Ruxin Wang, Dacheng Tao(*), Single image superresolution via directional group sparsity and directional features, IEEE Transactions on Image Processing, vol.24, no.9, pp. 2874-2888, 2015. (SCI收录)
[9] Xiaoyan Li, Hongjie He(*), Zhongke Yin, Fan Chen, Jun Cheng, KPLS-based image super-resolution using clustering and weighted Boosting, Neurocomputing, vol.149, pp. 940-948, 2015. (SCI收录)
[10] Xiaoyan Li, Hongjie He(*), Zhongke Yin, Fan Chen, Jun Cheng, Single image super-resolution via subspace projection and neighbor embedding, Neurocomputing, vol.139, pp. 310-320, 2014. (SCI收录)
[11] 李小燕 等，基于加权Boosting的核偏最小二乘图像超分辨率重建，电子与信息学报，2012, 84(7): 1525-1530. (EI收录)
[12] 李小燕(*)，尹忠科，图像1DFFT-MP稀疏分解算法研究，计算机科学，2010, 37(10): 246-247, 250. (CSCD收录)
[13] Xiaoyan Li(*), Zhongke Yin, Xiangjun Liu, Jianying Wang, A method approach to the extraction of the signal arrival from sonic logging signal on energy operator, Proceedings of the 2nd International Conference on Information Science and Engineering (ICISE)，2010.12.4-2010.12.6. (EI收录)
专著：
[1] 王力哲, 刘鹏, 程青, 李小燕, 陈佳, 吴春明 著，《遥感数据质量提升理论与方法》（第2版），科学出版社，北京，ISBN：9787030732415，出版时间：2022年9月1日。
授权专利/软件著作权：
[1]. 李小燕 等，基于子空间投影和邻域嵌入的图像超分辨率重建方法，2014.5.21-2034.5.21，中国，CN102629374B。(专利)
[2]. 曹江东，李小燕，梁璐，物联网智能灯光控制系统V1.0，原始取得，全部权利，开发完成日期：2018-9-10，登记号：2018SR977975。(软件著作权)
