孫鶴立

西安交通大學電子與信息工程學部計算機學院教授。

2009年到2010年、2017年到2018年受國家留學基金委資助赴美國伊利諾伊大學香檳分校、美國加州大學洛杉磯分校進行訪問研究。 ^[1] 

現任西安交通大學新聞與新媒體學院副院長。

大規模圖數據挖掘與複雜網絡分析、社會網絡分析、智能交通、計算傳播與大數據輿情。 ^[1-2] 

主持科研項目11項，其中包括國家自然科學基金面上項目、國家自然科學基金青年項目、國家自然科學基金應急管理項目、中國博士後科學基金等4項國家級科研項目，陝西省自然科學基礎研究計劃青年項目、陝西省自然科學基礎研究計劃面上項目、陝西省博士後基金等3項省部級科研項目，CCF-騰訊犀牛鳥基金等橫向課題。

連續從事數據挖掘與知識發現領域研究工作十餘年，在包括《IEEE Transactions on Knowledge and Data Engineering》、Elsevier《Pattern Recognition》、Springer《Knowledge and Information Systems》、Elsevier《Knowledge-Based Systems》、IEEE ICDM、ACM CIKM、《中國科學:信息科學》、《軟件學報》等在內的國際期刊、會議及國內主流期刊上發表學術論文50餘篇，其中SCI檢索論文30餘篇。

（1）複雜多屬性網絡中的結構模式及其語義檢測方法研究，國家自然科學基金面上項目，主持。

（2）大規模屬性圖中的高效模式挖掘方法研究，國家自然科學應急管理項目，主持。

（3）融合鏈接結構與語義信息的異構網絡分析，國家自然科學基金青年項目，主持。

（4）大規模動態屬性圖中的子圖發現方法研究，陝西省自然科學基礎研究計劃，主持。

（5）複雜社會網絡結構建模與社團探測方法研究，陝西省自然科學基金青年項目，主持。

（6）動態異構網絡聚類與簇演變模式研究，博士後科學基金面上項目，主持。

（7）大規模社會網絡中的社團檢測方法研究，陝西省博士後科學基金面上項目，主持。

（8）行跡感知的移動社交關係預測方法研究，重點實驗室開放課題，主持。

（9）融合多特徵的社交網絡語義社團發現與關係性質識別方法與工具，CCF-騰訊犀牛鳥科研基金項目，主持。

（10）城市交通大數據挖掘與管理，校內基金，主持。

（11）複雜動態多模網絡分析，校內基金，主持。

[1] Zhou Yang, Heli Sun（共同第一作者）, 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,

[2] 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. （已錄用）

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

[4] Heli Sun, Hongxia Du, Jianbin Huang, Zhongbin Sun, Liang He, Xiaolin Jia, Zhongmeng Zhao. Detecting semantic-based communities in node-attributed graphs. Computational Intelligence.

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

[6] 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,

[7] Zhongbin Sun, Qinbao Song, Xiaoyan Zhu,Heli Sun, Baowen Xu, A Novel Ensemble Method for Classifying Imbalanced Data,Pattern Recognition,

[8]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,

[9]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,

[10]Heli Sun, Jianbin Huang, Yongqiang Tian, Qinbao Song, Huailang Liu, Detecting Overlapping Communities in Networks via Dominant Label Propagation,Chinese Physics B,

[11]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,

[12]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,

[13] 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,

[14] Jianbin Huang,Heli Sun, Jianmei Kang, Junjie Qi, Hongbo Deng, Qinbao Song, ESC : An efficient synchronization-based clustering algorithm,Knowledge-Based Systems,

[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,

[16] Jianbin Huang,Heli Sun, Yaguang Liu, Qinbao Song, Tim Weninger, Towards Online Multiresolution Community Detection in Large-Scale Networks,PLos One,

[17]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,

[18] 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,

Selected Conference papers:

[19]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。

[20] 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。

已授權專利：

[1] 孫鶴立,陳川,嶽亞丁,賀鵬,管剛,黃健斌,呂澤,鍾翔,一種建立社交組的方法和裝置,中國,

[2] 黃健斌,李偉,趙貝貝,孫鶴立,吳志殿,慕鵬,雷倩,網絡消息通信中羣發推薦的方法,

黃健斌,孫鶴立,李偉,吳志殿,慕鵬,趙貝貝,雷倩,用於網絡消息通信的聯繫人語義分組方法, ^[1] 

[1]軟件工程數據挖掘關鍵技術研究. 陝西省高等學校科學技術獎一等獎.第二完成人

[2]從網絡的核聯通樹中揭示基於密度的聚類結構.陝西省第十三屆自然科學優秀學術論文三等獎.第二完成人. ^[1]