研究方向：

机器学习, 组合数学

教育经历：

代表性论文与著作：

[1] Guo A J X, Qi H. Using Artificial Neural Networks to Model Errorsin Biochemical Manipulation of DNA Molecules, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2021.

[2] Guo A J X, Zhu F. Improving Deep Hyperspectral Image Classification Performance with Spectral Unmixing, Signal Processing, 183 (2021): 107949.

[3] Zhao X, Liang Y, Guo A J X (corr.), Zhu F. Classification of small-scale hyperspectral images with multi-source deep transfer learning, Remote Sensing Letters, vol. 11, no. 4, pp. 303-312, 2020.

[4] Liang Y, Zhao X, Guo A J X (corr.), Zhu F. Hyperspectral Image Classification with Deep Metric Learning and Conditional Random Field. IEEE Geoscience and Remote Sensing Letters, vol. 17, no. 6, pp. 1042-1046, June 2020.

[5] Guo A J X, Zhu F. A CNN-based Spatial Feature Fusion Algorithm for Hyperspectral Imagery Classification. IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 9, pp. 7170-7181, Sep. 2019

[6] Guo A J X, Zhu F. Spectral-spatial feature extraction and classification by ANN supervised with center loss in hyperspectral imagery[J]. IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 3, pp. 1755-1767, Mar. 2019.

[7] Li M, Zhu F, Guo A J X, Chen J. A Graph Regularized Multilinear Mixing Model for Nonlinear Hyperspectral Unmixing, Remote Sensing, 11(19),2188, 2019.

[8] Fan N J Y, Guo A J X. On 1234-nesting Kazhdan-Lusztig R-polynomials for the symmetric group.[J]. Communications in Algebra 46.2 (2018): 644-652.

[9] Chen W Y C, Guo A J X, Guo P L, et al. s-inversion Sequences and P-Partitions of type B[J]. SIAM Journal on Discrete Mathematics 30.3 (2016): 1632-1643.

[10] Chen W Y C, Fan N J Y, Guo A J X, et al. Combinatorial proof of the inversion formula on the Kazhdan-Lusztig R-polynomials[J]. Mathematische Zeitschrift, 2014, 277(3-4): 1017-1025.