2013-至今西南大學(xué)計(jì)算機(jī)與信息科學(xué)學(xué)院從事教學(xué)科研工作

2014-2015年 香港浸會(huì)大學(xué) 計(jì)算機(jī)科學(xué)系 博士后研究員

2011-2013年美國喬治梅森大學(xué)(George Mason University) 國家公派聯(lián)合培養(yǎng)博士生

2007-2013年華南理工大學(xué)計(jì)算機(jī)科學(xué)與工程學(xué)院計(jì)算機(jī)應(yīng)用技術(shù)工學(xué)博士

2003-2007年西安理工大學(xué)計(jì)算機(jī)科學(xué)與工程學(xué)院 軟件工程學(xué)士

主要研究方向:機(jī)器學(xué)習(xí)，數(shù)據(jù)挖掘及生物信息學(xué)等。

主持的項(xiàng)目:國家自然科學(xué)基金，留學(xué)人員科技活動(dòng)擇優(yōu)資助項(xiàng)目，

重慶市基礎(chǔ)與前沿研究項(xiàng)目，教育部重點(diǎn)實(shí)驗(yàn)室開放項(xiàng)目，

中央高�；�本業(yè)務(wù)費(fèi)一般項(xiàng)目和博士啟動(dòng)項(xiàng)目各一項(xiàng)。

近年來，在國際頂級(jí)會(huì)議(SIGKDD, IJCAI, ECML/PKDD, ICDM等), 國際知名期刊

(IEEE/ACM Trans. on Computational Biology and Bioinformatics,

BMC Bioinformatics, BMC Systems Biology, Knowledge and Information Systems,

Pattern Recognition, Neurocomputing等)發(fā)表論文10多篇, 其中SCI收錄12篇(第一作者9篇),

EI收錄8篇.

現(xiàn)擔(dān)任ICDM2015,SDM2015,ICDM2014,SDM2014,CIDM2014 PC(Program Committee),

IEEE Trans. on Neural Networks and Learning Systems,

IEEE/ACM Trans. on Computational Biology and Bioinformatics, Neurocomputing,

International Journal of Data Mining and Bioinformatics, Plos One 等SCI雜志的審稿人.

科研情況

[1] Guoxian Yu*, Guoji Zhang, Zili Zhang, Zhiwen Yu, Lin Deng. Semi-Supervised Classification based on Subspace Sparse Representation, Knowledge and Information Systems, Vol. 43 (1): 81-101, 2015. CCF推薦B類國際期刊

[2] Guoxian Yu*, Hailong Zhu, Carlotta Domeniconi, Predicting Protein Function using Incomplete Hierarchical Labels, BMC Bioinformatics,Vol. 16: 1, 2015. CCF推薦C類綜合期刊

[3] Guoxian Yu*, Hailong Zhu, Carlotta Domeniconi, Maozu Guo. Integrating Multiple Networks for Protein Function Prediction, BMC Systems Biology, Vol. 9(S1): S3, 2015.

[4] Guoxian Yu*, Huzefa Rangwala, Carlotta Domeniconi, Guoji Zhang, Zili Zhang. Predicting Protein Function using Multiple Kernels, IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), Vol. 12 (1): 219-233, 2015. CCF推薦C類綜合期刊

[5] Guoxian Yu*, Huzefa Rangwala, Carlotta Domeniconi, Guoji Zhang, Zhiwen Yu, Protein Function Prediction with Incomplete Annotations, IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), Vol. 11 (3): 579-591, 2014. CCF推薦C類綜合期刊

[6] Guoxian Yu*, Huzefa Rangwala, Carlotta Domeniconi, Guoji Zhang, Zhiwen Yu. Protein Function Prediction using Multi-label Ensemble Classification, IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), Vol. 10 (4): 1045-1057, 2013. CCF推薦C類綜合期刊

[7] Guoxian Yu*, Carlotta Domeniconi, Huzefa Rangwala, Guoji Zhang. Protein Function Prediction using Dependence Maximization, Proceedings of the ECML/PKDD(23rd European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases), 2013. CCF推薦B類國際會(huì)議

[8] Guoxian Yu*，Huzefa Rangwala, Carlotta Domeniconi, Guoji Zhang, Zili Zhang. Protein Function Prediction by Integrating Multiple Kernels, Proceedings of the 23rd IJCAI (International Joint Conference on Artificial Intelligence), 2013. CCF推薦A類國際會(huì)議

[9] Guoxian Yu*, Carlotta Domeniconi, Huzefa Rangwala, Guoji Zhang, Zhiwen Yu, Transductive Multi-label Ensemble Classification for Protein Function Prediction, Proceedings of the 18th ACM SIGKDD (Knowledge Discovery and Data Mining), 2012. CCF推薦A類國際會(huì)議

[10] Guoxian Yu*, Guoji Zhang, Huzefa Rangwala, Carlotta Domeniconi, Zhiwen Yu. Protein Function Prediction using Weak-label Learning, Proceedings of 3rd ACM Conference on Bioinformatics, Computational Biology and Biomedicine (ACM BCB), 2012.

[11] Guoxian Yu*, Guoji Zhang, Carlotta Domeniconi, Zhiwen Yu and Jane You, Semi-Supervised Classification based on Random Subspace Dimensionality Reduction, Pattern Recognition, Vol. 45 (3): 1119-1135, 2012. CCF 推薦B類國際期刊

[12] Guoxian Yu*, Guoji Zhang, Zhiwen Yu, Carlotta Domeniconi, Jane You and Guoqiang Han, Semi-Supervised Ensemble Classification in Subspaces, Applied Soft Computing, Vol. 12 (5) :1511-1522, 2012.

[13] Guoxian Yu*, Hong Peng, Jia Wei and Qianli Ma, Enhanced Locality Preserving Projections with Robust Path based Similarity, Neurocomputing, Vol. 74 (4), 2011, pp. 598-605. CCF 推薦C類國際期刊

[14] Guoxian Yu*, Zhiwen Yu, Jing Hua, Xuan Li and Jane You, Sparse Representation based Spectral Regression, in Proceedings of the IEEE 10th International Conference on Machine Learning and Cybernetic (ICMLC), 2011, pp. 532-537. Best Student Paper (2/500). ICMLC最佳學(xué)生論文獎(jiǎng)。

[15] Guoxian Yu*, Hong Peng, Jia Wei and Qianli Ma, Mixture Graph based Semi-Supervised Dimensionality Reduction, Pattern Recognition and Image Analysis, Vol. 20 (4), 2010, pp. 536-541.

[16] Guoxian Yu*, Hong Peng, Qianli Ma and Jia Wei, Robust Path Based Semi-Supervised Dimensionality Reduction, in Proceedings of the IEEE 6th International Conference on Information and Automation (ICIA), 2009, pp. 1258-1263.

[17] Guoxian Yu*, Guoji Zhang, Jia Wei, Yazhou Ren, A multi graphs based transductive ensemble classification method, Journal of Electronic and Information Technology. Vol. 31 (8), 2011, pp. 1883-1888. in Chinese with abstract in English. 余國先，張國基，韋佳，任亞洲.一種基于多圖的集成直推分類方法，電子與信息學(xué)報(bào)，Vol. 31 (8), 2011, pp. 1883-1888.

[18] Yazhou Ren, Carlotta Domeniconi, Guoji Zhang, Guoxian Yu*, A Weighted Adaptive Mean Shift Clustering Algorithm, SIAM Conference on Data Mining (SDM), 2014. CCF推薦B類國際會(huì)議

[19] Yazhou Ren, Carlotta Domeniconi, Guoji Zhang, Guoxian Yu*, Weighted-Object Ensemble Clustering, Proceedings of IEEE International Conference on Data Mining (ICDM), 2013. CCF推薦B類國際會(huì)議

[20] Yazhou Ren, Guoji Zhang, Guoxian Yu*, Xuan Li, Local and Global Structure Preserving based Feature Selection, Neurocomputing, Vol. 89, 2012, pp. 147-157. CCF 推薦C類國際期刊

[21] Zhiwen Yu, Hau-San Wong, Jane You, Guoxian Yu* and Guoqiang Han, Hybrid Cluster Ensemble Framework based on the Random Combination of Data Transformation Operators, Pattern Recognition, Vol. 45 (5):1826-1837, 2012. CCF推薦B類國際期刊.

[22] Zhiwen Yu, Le Li, Hau-San Wong, Jane You, Guoqiang Han, Yunjun Guo, Guoxian Yu*, Probabilistic Cluster Structure Ensemble, Information Sciences, Vol. 267:16u201334, 2014. CCF推薦B類國際期刊

獲獎(jiǎng)情況

[1] 2013.11 指導(dǎo)研究生獲勒卡斯杯全國數(shù)據(jù)挖掘競賽二等獎(jiǎng)，三等獎(jiǎng)各1項(xiàng)

[2] 2013.05華南理工大學(xué)篤行杯校園十大學(xué)術(shù)之星

[3] 2013.05 IJCAI Student Travel Award

[4] 2012.12 研究生國家獎(jiǎng)學(xué)金，國家教育部+國家財(cái)政部

[5] 2012.08 Student Travel Award, ACM BCB12

[6] 2012.07 Student Travel Award, SIGKDD12

[7] 2012.04 Best Poster, Doctral Student Forum of SIAM Conf. on Data Mining

[8] 2012.04 SDM Student Travel Award, Google

[9] 2012.03 優(yōu)秀博士論文創(chuàng)新基金二等資助 華南理工大學(xué)

[10] 2011.07 Best Student Paper, IEEE Int. Conf. on Machine Learning and Cybernetics