l Jie Gui, Shu-Lin Wang, and Deshuang Huang, "Multi-step Dimensionality Reduction and Semi-Supervised Graph-Based Tumor Classification Using Gene Expression Data," Artificial Intelligence in Medicine, vol. 50, no.3, pp. 181-191, 2010 (SCI, EI).

l Jie Gui, Wei Jia, Ling Zhu, Shuling Wang and Deshuang Huang, "Locality Preserving Discriminant Projections for Face and Palmprint Recognition," Neurocomputing, vol. 73, no.13-15, pp. 2696-2707, 2010 (SCI, EI).

l Shulin Wang, Jie Gui, Xueling Li, "Factor analysis for cross-platform tumor classification based on gene expression profiles," Journal of Circuits, Systems, and Computers, vol.19, no.1, pp. 243-258, 2010 (joint first author) (SCI, EI).

l Zhuhong You, Ying-Ke Lei, Jie Gui, De-Shuang Huang, Xiaobo Zhou: "Using manifold embedding for assessing and predicting protein interactions from high-throughput experimental data," Bioinformatics, vol. 26, no.21, pp. 2744-2751, 2010 (SCI, EI).

l Shu-Lin Wang, Xueling Li, Shanwen Zhang, Jie Gui, and Deshuang Huang, "Tumor Classification by Combining PNN Classifier Ensemble with Neighborhood Rough Set Based Gene Reduction," Computer in biology and medicine, vol.40, no.2, pp.179-189, 2010 (SCI, EI).

l Lei Yang, Jun-Feng Xia, Jie Gui, and De-Shuang Huang, "Prediction of protein–protein interactions from protein sequence using local descriptors," Protein and Peptide Letters, vol.17, no.9, pp. 1085-1090, 2010 (SCI, EI).

国际会议论文

l Wei Jia, Jie Gui, Rong-Xiang Hu, Ying-Ke Lei, Xue-Yang Xiao, "Newborn Footprint Recognition Using Subspace Learning Methods," The 6th International Conference on Intelligent Computing (ICIC'10), LNCS 6215, Changsha, China, August 18-21, 2010, pp.447-453 (EI, ISTP).

l Lei Tang, Jie Gui, "Dual Unsupervised Discriminant Projection for Face Recognition," The 6th International Conference on Intelligent Computing (ICIC'10), LNCS 6215, Changsha, China, August 18-21, 2010, pp.467-473 (EI, ISTP).

l Jian-Xun Mi, Jie Gui, "A Method for ICA with Reference Signals," The 6th International Conference on Intelligent Computing (ICIC'10) , LNCS 6216, Changsha, China, August 18-21, 2010, pp.156-162 (EI, ISTP).

l Wei Jia, Rong-Xiang Hu, Jie Gui, Ying-Ke Lei, "Newborn Footprint Recognition Using Band-Limited Phase-Only Correlation," The 2nd International Conference on Medical Biometrics (ICMB'10), LNCS 6165, Hong Kong, China, June 28-30, 2010, pp. 83-93 (EI, ISTP).

l Jie Gui, Chao Wang, and Ling Zhu, "Locality preserving discriminant projections," The 5th International Conference on Intelligent Computing (ICIC'09), LNCS 5755, Ulsan, South Korea, September 16-19, 2009, pp.566-572 (EI, ISTP).

l Jie Gui, De-Shuang Huang and Zhuhong You, "An improvement on learning with local and global consistency," The 19th International Conference on Pattern Recognition (ICPR'08), Tampa, USA, December 8-11, 2008, pp. 1-4 (EI, ISTP).

l Zhuhong You, Shulin Wang, Jie Gui and Shanwen Zhang，"A hybrid gene selection method and its application on tumor classification," The 4th International Conference on Intelligent Computing (ICIC'08), LNCS 5227, Shanghai, China, September 15-18, 2008, pp.1055-1068 (EI, ISTP).

在审论文

l Jie Gui, De-Shuang. Huang, "A novel weight for graph-based semi-supervised learning," submitted to International Journal of Pattern Recognition and Artificial Intelligence (under review)

l Jie Gui, Ling Zhu, Wei Jia and De-Shuang Huang, "Estimating regularization parameter for spectral regression discriminant analysis and its kernel version," submitted to IEEE Transactions on Neural Networks (under review)

教学

• 2008年2月-2008年七月随机过程助教

• 2008年9月-2009年2月实变与泛函助教

天行健，君子以自强不息；地势坤，君子以厚德载物