Working Experience

 

2016 -- Present      Xi'an Jiaotong University  The Scool of Electronics and Information Engineering

Deaprtment of Computer Science and Technology      Associate Professor

 

2011 -- 2015           Xi'an Jiaotong University  The Scool of Electronics and Information Engineering

Department of Computer Scicence and Technology    Lecturer

 

2012 -- 2015           Xi'an Jiaotong University  The Scool of Electronics and Information Engineering

Department of Automation Science and  Technology      Post Doctor

Education

 

2001-2005  B.S. in Computer Science, Xidian University

2005-2007  Master, Xi'an Jiaotong University

2007-2011  Ph.D. in Computer Science, Xi'an Jiaotong University,  Supervisor：Professor Boqin Feng

2009-2010  Joint Ph.D. Program,  University of Illinois at Urbana-Champaign (UIUC), Supervisor：Professor Jiawei Han

 

Scientific Research

 

  1.  Selected Journal Papers:

 

[1] Heli Sun, Jianbin Huang, Yang Bai, et al. Efficient k-edge connected component detection through an early merging and splitting strategy, Knowledge-Based Systems, accepted.

[2] Jianbin Huang，Heli Sun，Qinbao Song，Hongbo Deng，Jiawei Han，Revealing Density-Based Clustering Structure from the Core-Connected Tree of a Network，IEEE Transactions on Knowledge and Data Engineering，2013，25（8）：1876-1889.

[3] Heli Sun ，Jianbin Huang ，Xin Zhang，Jiao Liu，Dong Wang，Huailiang Liu，Jianhua Zou，Qinbao Song，IncOrder: Incremental Density-Based Community Detection in Dynamic Networks，Knowledge-Based Systems，2014，72（2014）：1-12. 

[4] Jianbin Huang，Xuejun Huangfu，Heli Sun，Hui Li，Qinbao Song，Backward Path Growth for Efficient Mobile Sequential Recommendation，IEEE Transactions on Knowledge and Data Engineering，2015，27（1）：46-60.

[5] Jianbin Huang，Heli Sun，Yaguang Liu，Qinbao Song，Tim Weninger，Towards Online Multiresolution Community Detection in Large-Scale Networks，PLos One，2011，6（8).

[6] Jianbin Huang，Heli Sun，Jianmei Kang，Junjie Qi，Hongbo Deng，Qinbao Song，ESC: An efficient synchronization-based clustering algorithm，Knowledge-Based Systems，2013，40：111-122.

[7] Zhongbin Sun，Qinbao Song，Xiaoyan Zhu，Heli Sun，Baowen Xu，A Novel Ensemble Method for Classifying Imbalanced Data，Pattern Recognition，2015，48（5）：1623-1637.

[8] Heli Sun ，Jianbin Huang，Boqin Feng，QoRank: A Query-Dependent Ranking Model Using LSE-Based Weighted Multiple Hyperplanes Aggregation for Information Retrieval，International Journal of Intelligent Systems，2011，26（1）：73-97.

[9] Heli Sun ，Liu, Jiao ，Huang, Jianbin，Wang, Guangtao，Yang, Zhou，Song, Qinbao，Jia, Xiaolin，CenLP: A centrality-based label propagation algorithm for community detection in networks，Physica A: Statistical Mechanics and Its Applications，2015，436：767-780.

[10] Heli Sun ，Jianbin Huang，Xinwei She，Zhou Yang，Jiao liu，Jianhua  Zou，Qinbao Song，Dong Wang，TripRec: An Efficient Approach for Trip Planning with Time Constraints，International Journal of Data Warehousing and Mining，2015，11（1）：45-65.

[11] Heli Sun ，Jiao Liu ，Jianbin Huang，Guangtao Wang，LinkLPA: A link-based label propagation algorithm for overlapping community detection innetworks，Computational Intelligence.

[12] Jianbin Huang，Heli Sun，Jiawei Han，Boqin Feng，Density-based shrinkage for revealing hierarchical and overlapping community structure in networks，Physica A: Statistical Mechanics and Its Applications，2011，390（11）：2160-2171.

[13] Heli Sun ，Jianbin Huang，Yongqiang Tian，Qinbao Song，Huailang Liu ，Detecting Overlapping Communities in Networks via Dominant Label Propagation，Chinese Physics B，2015，24（1）.

[14] Heli Sun ，Jianbin Huang，Xiang Zhong，Ke Liu，Jianhua Zou，Qinbao Song，Label Propagation with α-Degree Neighborhood Impact for Network Community Detection，Computational Intelligence and Neuroscience，2014，2014（2014）.

[15] Guangtao Wang，Qinbao Song，Heli Sun，Xueying Zhang，Baowen Xu，Yuming Zhou，A Feature Subset Selection Algorithm Automatic Recommendation Method，Journal of Artificial Intelligence Research，2013，47（1）：1-34.

 

 

Selected Conference Papers:

 

[1] Heli Sun ，Jianbin Huang，Jiawei Han，Hongbo Deng，Peixiang Zhao，Boqin Feng，gSkeletonClu: Density-based Network Clustering via Structure-Connected Tree Division or Agglomeration，The 10th IEEE International Conference on Data Mining (ICDM’2010)，2010.12.14-2010.12.17.

[2] Jianbin Huang，Heli Sun，Jiawei Han，Hongbo Deng，Yizhou Sun，Yaguang Liu，SHRINK: A Structural Clustering Algorithm for Detecting Hierarchical Communities in Networks，the 19th ACM Conference on Information and Knowledge Management (CIKM 2010)，2010.10.26-2010.10.30.