Dongxiao He's Homepage 何东晓的个人主页



Dongxiao He School of Computer Science and TechnologyTianjin University, China Room 607, Building 25B,No. 92, Weijin Road, Nankai District,Tianjin City, China,300072 何东晓 天津大学，计算机科学与技术学院，中国天津市南开区卫津路92号25楼B607室邮编：300072


Email: hedongxiao [AT]tju[DOT]edu[DOT]cn

Since July 2014, I have been an assistant professor in Tianjin University .

2014年7月至今，天津大学计算机学院，讲师

My current research interests include data mining, and analysis of complex networks .

研究方向：数据挖掘、复杂网络分析


Academic Activities（学术活动）

· PC member of AAAI-16

美国人工智能会议AAAI-16程序委员会成员 · Reviewer of Applied Computing and Informatics, Acta Automatica Sinica

Applied Computing and Informatics 和《自动化学报》审稿人



Honors （获奖情况）




· Best Paper Award in Acta Automatica Sinica, 2012

2012年度《自动化学报》优秀论文奖

· 2012 National Scholarship for PhD Student, China , RMB 30,000

2012年博士研究生国家奖学金

· 2012 Wangxianghao Scholarship for PhD Student in Jilin University, China, RMB 10,000

吉林大学王湘浩奖学金, http://news.jlu.edu.cn/new/?mod=article&act=show&id=25045









Education (教育背景)


· 2012.9~2013.10: Visiting PhD student in Department of Computer Science & Engineering, Washington University in Saint Louis, Missouri, USA

联合培养博士研究生，美国圣路易斯华盛顿大学，计算机科学与工程系

· 2010.9~2014.6: PhD in College of Computer Science and Technology, Jilin University, China

Dissertation: “Studies on Methods for Identifiying Community Structure in Complex Networks ” (Excellent Doctoral Dissertation of Jilin University)

博士， 吉林大学, 计算机科学与技术学院, 计算机应用技术专业

博士学位论文《复杂网络社团结构发现方法研究》，吉林大学优秀博士学位论文

· 2007.9~2010.7: MS in College of Computer Science and Technology, Jilin University, China

硕士， 吉林大学, 计算机科学与技术学院, 计算机应用技术专业

· 2003.9~2007.7: BS in College of Computer Science and Technology, Jilin University, China

学士，吉林大学，计算机科学与技术学院，计算机科学与技术专业





Publications （论文情况）

[1] Dongxiao He, Di Jin, Zheng Chen, Weixiong Zhang. Identification of hybrid node and link communities in complex networks. Scientific Reports (Nature Publishing Group), 2015, 5, 8638. (SCI, IF: 5.078)

[2] Dongxiao He, Dayou Liu, Di Jin, Weixiong Zhang. A stochastic model for the detection of heterogeneous link communities in complex networks, AAAI-15, Jan 25-30, 2015

[3] Dongxiao He, Di Jin, Carlos Baquero, Dayou Liu. Link Community Detection Using Generative Model and Nonnegative Matrix Factorization [J]. PLoS ONE, 2014, 9(1): e86899. (JCR二区SCI期刊, SCI影响因子3.534, SCI检索号: 301CJ)

[4] Dongxiao He, Dayou Liu, Weixiong Zhang, Di Jin, Bo Yang. Discovering Link Communities in Complex Networks by Exploiting Link Dynamics [J]. Journal of Statistical Mechanics: Theory and Experiment, 2012, P10015. (JCR二区SCI期刊, SCI影响因子2.056, SCI 检索号: 030QP )

[5] Dongxiao He, Jie Liu, Bo Yang, Yuxiao Huang, Dayou Liu, Di Jin. An Ant-Based Algorithm with Local Optimization for Community Detection in Large-Scale Networks [J]. Advances in Complex Systems, 2012, 15(08): **. (JCR四区SCI期刊, SCI影响因子0.786, SCI检索号: 036SP)

[6] 何东晓, 周栩, 王佐, 周春光, 王喆, 金弟. 复杂网络社区挖掘 — 基于聚类融合的遗传算法[J]. 自动化学报, 2010, 36(8): 1160-1170. (国家权威期刊, EI检索号: **062) 该论文获2012年度 《自动化学报》优秀论文奖(共3篇优秀论文)，依据《自动化学报》公布的数据截止到2012年10月23日该论文在该学报2010和2011年度的所有非综述类论文中被引用次数最高，排第一名

[7] Dongxiao He, Dayou Liu, Di Jin, Bo Yang, Jie Liu. Markov Dynamics based on Link-node-link Random Walk to Reveal Link Communities in Complex Networks [C]. ACM SIGKDD Workshop on Social Network Mining and Analysis (SNA-KDD’12), August 12-16, 2012 in Beijing, China.

[8] Dongxiao He, Jie Liu, Dayou Liu, Di Jin, Zhengxue Jia. Ant Colony Optimization for Community Detection in Large-Scale Complex Networks[C]. The 7th International Conference on Natural Computation (ICNC '11), 1177-1181, July 26-28, 2011 in Shanghai, China. ( EI检索号: **411, ISTP)

[9] Dongxiao He, Zhe Wang, Bin Yang, Chunguang Zhou. Genetic Algorithm with Ensemble Learning for Detecting Community Structure in Complex Networks[C]. International Conference on Computer Sciences and Convergence Information Technology (ICCIT '09), 702-709, November 24-26, 2009 in Seoul, Korea. (SCI检索号: BQC70, EI检索号: **966 ) 该论文被意大利同行发表在《IEEE Transactions on Evolutionary Computation》的文章所引用

[10] 何东晓, 周春光, 刘淼, 马捷, 王喆. 手写数字识别中组合式神经网络的构建方法 [J].吉林大学学报 (理学版), 2009, 47(6): 1211-1216.

[11] Di Jin, Dongxiao He*, Qinghua Hu, Carlos Baquero. Extending a Configuration Model to Find Communities in Complex Networks [J]. Journal of Statistical Mechanics: Theory and Experiment, 2013, P09013. (JCR二区SCI期刊, SCI影响因子2.056, SCI检索号: 227ZS)

[12]Di Jin, Bo Yang, Carlos Baquero, Dayou Liu, Dongxiao He, Jie Liu. A Markov Random Walk under Constraint for Discovering Overlapping Communities in Complex Networks [J]. Journal of Statistical Mechanics: Theory and Experiment, 2011, P05031. (JCR二区SCI期刊, SCI影响因子2.056, SCI检索号: 784WW ) 该论文 被美国伦斯勒理工学院和橡树岭国家实验室的同行在《ACM Computing Surveys》上, 作为重叠社区挖掘中局部方法的代表工作之一进行介绍、并选作实验对比算法.

[13]Xiaochun Cao, Xiao Wang, Di Jin, Yixin Cao, Dongxiao He. Identifying Overlapping Communities As Well As Hubs and Outliers via Nonnegative Matrix Factorization [J]. Nature Scientific Reports, 3, 2993, DOI:10.1038/srep02993. (JCR二区SCI期刊, SCI影响因子5.078, SCI检索号: 237JQ)

[14]Xiaochun Cao, Wang Xiao, Di Jin, Yixin Cao, Dongxiao He. The (un)supervised detection of overlapping communities as well as hubs and outliers via (Bayesian) NMF. The 23rd International World Wide Web Conference (WWW 2014, poster), April 7-11, 2014 in Seoul, Korea.

[15]Di Jin, Dayou Liu, Bo Yang, Jie Liu, Dongxiao He. Ant Colony Optimization with a New Random Walk Model for Community Detection in Complex Networks [J]. Advances in Complex Systems, 2011, 14(5):795-815. (JCR四区SCI期刊, SCI影响因子0.786, SCI检索号: 842TZ)

[16]Dayou Liu, Di Jin, Carlos Baquero, Dongxiao He, Bo Yang, Qiangyuan Yu. Genetic Algorithm with a Local Search Strategy for Discovering Communities in Complex Networks [J]. International Journal of Computational Intelligence Systems, 2013, 6(2): 354-369. (JCR四区SCI期刊, SCI影响因子0.451, SCI检索号: 096AB )

[17]金弟, 杨博, 刘杰, 刘大有, 何东晓. 复杂网络簇结构探测—基于随机游走的蚁群算法[J]. 软件学报, 2012, 23(3):451-464. (国家权威期刊, EI: **029 )

[18]刘大有, 金弟, 何东晓, 黄晶，杨建宁，杨博. 复杂网络社区挖掘综述[J]. 计算机研究与发展, 2013, 50(10): 2140-2154. (国家权威期刊, EI: **460)