学术论文

  1.  Selected Journal Papers:

 

 

[1] Zhou Yang, Heli Sun, Jianbin Huang, Zhongbin Sun, Hui Xiong, Shaojie Qiao, Ziyu Guan and Xiaolin Jia. An Efficient Destination Prediction Approach Based on Future Trajectory Prediction and Transition Matrix Optimization, IEEE Transactions on Knowledge and Data Engineering, 2020, 32(2): 203-217.

[2] Heli Sun, Fang He, Jianbin Huang, Yizhou Sun, Yang Li, Chenyu Wang, Liang He, Zhongbin Sun and Xiaolin Jia. 2020. Network Embedding for Community Detection in Attributed Networks. ACM Transactions on Knowledge Discovery from Data, 2020, 14(3): Article 36 (May 2020), 25 pages.

[3] Heli Sun, Hongxia Du, Jianbin Huang, Yang Li, Zhongbin Sun, Liang He, Xiaolin Jia, Zhongmeng Zhao. Leader-aware Community Detection in Complex Networks. Knowledge and Information Systems. 2020, 62(2): 639-668.

[4] Heli Sun, Ruodan Huang, Xiaolin Jia, Liang He, Miaomiao Sun, Pei Wang, Zhongbin Sun, Jianbin Huang. Community search for multiple nodes on attribute graphs, Knowledge-Based Systems. 2020, 193 (2020): 105393.

[5] 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.

[6] 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.

[7] 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.

[8] 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.

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

[10] 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.

[11] 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.

[12] 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.

[13] 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.

[14] 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.

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

[16] 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.

[17] 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).

[18] 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).

[19] 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.

 

 

科研项目

复杂多属性网络中的结构模式及其语义检测方法研究

 

项目来源开始时间结束时间完成情况个人角色
国家自然科学基金面上项目2017.012020.12进行中负责人
 

 

大规模属性图中的高效模式挖掘方法研究

 

项目来源开始时间结束时间完成情况个人角色
国家自然科学基金专项项目2016.012016.12进行中负责人

 

 

城市交通大数据挖掘与管理

 

项目来源开始时间结束时间完成情况个人角色
校内基金2016.012018.12进行中负责人

 

 

融合链接结构与语义信息的异构网络分析

 

项目来源开始时间结束时间完成情况个人角色
国家自然科学基金青年项目2013.012015.12已结题负责人

 

 

 ►动态异构网络聚类与簇演变模式研究

 

项目来源开始时间结束时间完成情况个人角色
博士后科学基金面上项目2012.112014.10已结题负责人

 

 

复杂社会网络结构建模与社团探测方法研究

 

项目来源开始时间结束时间完成情况个人角色
陕西省自然科学基金青年项目2014.72016.6进行中负责人

 

 

 ►大规模社会网络中的社团检测方法研究

 

项目来源开始时间结束时间完成情况个人角色
陕西省博士后科学基金面上项目2014.12015.12已结题负责人

 

 

行迹感知的移动社交关系预测方法研究

 

项目来源开始时间结束时间完成情况个人角色
重点实验室开放课题2014.72016.6进行中负责人

 

 

 ►融合多特征的社交网络语义社团发现与关系性质识别方法与工具

 

项目来源开始时间结束时间完成情况个人角色
CCF-腾讯犀牛鸟科研基金项目2013.82014.8已结题负责人

 

 

 ►复杂动态多模网络分析

 

项目来源开始时间结束时间完成情况个人角色
校内基金2012.92014.9已结题负责人

 

 

 

科研奖励

 

 

软件工程数据挖掘关键技术研究.  陕西省高等学校科学技术奖一等奖. 2012.  第二完成人 

 

 

 

发明专利

 已授权专利

 

[1] 黄健斌, 李伟, 赵贝贝, 孙鹤立, 吴志殿, 慕鹏, 雷倩, 网络消息通信中群发推荐的方法, 201210073291.8.
[2] 黄健斌, 孙鹤立, 李伟, 吴志殿, 慕鹏, 赵贝贝, 雷倩, 用于网络消息通信的联系人语义分组方法, 201110346312.4.
 
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已申请专利


[1] 黄健斌, 孙鹤立, 徐礼治, 杨洲, 一种预测移动对象轨迹终点的方法, 201410794611.8.
[2] 孙鹤立, 陈川, 岳亚丁, 贺鹏, 管刚, 黄健斌, 吕泽, 钟翔, 一种建立社交组的方法和装置, 201410242171.5.