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     M.S. in Computer Science, 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

Selected Journal Papers:

 

  1. [1] Heli Sun, Zunye Tang, Mengting Cao, Yu Wang, Zhou Yang, Haokun Xue, Ruirui Xue, Liang He, and Hui Xiong. Public Bike Scheduling Strategy Based on Demand Prediction for Unbalanced Life-Value Distribution. IEEE Transactions on Intelligent Transportation Systems, 2024.
  2. [2] Heli Sun, Ruirui Xue, Tingting Hu, Tengfei Pan, Liang He, Yuan Rao, Zhi Wang, Yingxue Wang, Yuan Chen, and Hui He. Predicting Citywide Crowd Flows in Critical Areas Based on Dynamic Spatio-Temporal Network. IEEE Transactions on Emerging Topics in Computational Intelligence, 2024.
  3. [3] Heli Sun, Chen Cao, Xuguang Chu, Tingting Hu, Junzhi Lu, Liang He, Zhi Wang, Hui He, and Hui Xiong. What Your Next Check-in Might Look Like: Next Check-in Behavior Prediction. ACM Transactions on Intelligent Systems and Technology, 2024, 14(6), 1-21.
  4. [4] Heli Sun, Miaomiao Sun, Xuechun Liu, Linlin Zhu, Liang He, Xiaolin Jia, Yuan Chen. Graph neural networks with motif-aware for tenuous subgraph finding. ACM Transactions on Knowledge Discovery from Data, 2023, 17(8), 1-19.
  5. [5] Heli Sun, Ning Wang, Jingyu Jia, Jianbin Huang, Hui Xiong, Liang He, Xinwang Liu, Shan Zhang, Shaojie Qiao, and Jizhong Zhao. Platform-Oriented Event Time Allocation. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(3), 2930-2942.
  6. [6] 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.
  7. [7] Heli Sun, Fang He, Jianbin Huang, Yizhou Sun, Yang Li, Chenyu Wang, Liang He, Zhongbin Sun, and Xiaolin Jia. Network Embedding for Community Detection in Attributed Networks. ACM Transactions on Knowledge Discovery from Data, 2020, 14(3): Article 36, 25 pages.
  8. [8] Heli Sun, Yang Li, Bing Lv, Wujie Yan, Liang He*, Shaojie Qiao, Jianbin Huang. Graph Community Infomax. ACM Transactions on Knowledge Discovery from Data, 2021, 16(3), 1-21.
  9. [9] Heli Sun, Xianglan Guo, Zhou Yang, Xuguang Chu, Xinwang Liu, Liang He. Predicting Future Locations With Semantic Trajectories. ACM Transactions on Intelligent Systems and Technology, 2022, 13(1), 1-20.
  10. [10] 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.
  11. [11] Jianbin Huang, Heli Sun, Xuejun Huangfu, Hui Li, Qinbao Song. Backward Path Growth for Efficient Mobile Sequential Recommendation. IEEE Transactions on Knowledge and Data Engineering, 2015, 27(1): 46-60.
  12. [12] Shaojie Qiao, Heli Sun, Nan Han, Yunjun Gao, Rong-Hua Li, Jianbin Huang, Xindong Wu. Dynamic Community Evolution Analysis Framework for Large-scale Complex Networks Based on Strong and Weak Events. IEEE Transactions on Systems, Man, and Cybernetics: Systems, Accepted.
  13. [13] Yu Zhou, Heli Sun, Jianbin Huang, Yizhou Sun, Shaojie Qiao, Stephen Wambura. Recurrent Meta-Structure for Robust Similarity Measure in Heterogeneous Information Networks. ACM Transactions on Knowledge Discovery from Data, 2019, 13(6).
  14. [14] Heli Sun, Shan Zhang, Jianbin Huang, Liang He, Xiaolong Jiang, Zhangtian Duan. A Personalized Event-Participant Arrangement Framework Based on User Interests in Social Network. Computer Networks, 183(2020)107607.
  15. [15] 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.
  16. [16] 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.
  17. [17] Heli Sun, Jianbin Huang, Yang Bai, et al. Efficient k-edge Connected Component Detection Through an Early Merging and Splitting Strategy. Knowledge-Based Systems, 2016, 111(2016).
  18. [18] 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.
  19. [19] 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.
  20. [20] Zhongbin Sun, Heli Sun, Qinbao Song, Xiaoyan Zhu, Baowen Xu. A Novel Ensemble Method for Classifying Imbalanced Data. Pattern Recognition, 2015, 48(5): 1623-1637.
  21. [21] 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.
  22. [22] Heli Sun, Jiao Liu, Jianbin Huang, Guangtao Wang, Zhou Yang, Qinbao Song, Xiaolin Jia. CenLP: A Centrality-Based Label Propagation Algorithm for Community Detection in Networks. Physica A: Statistical Mechanics and Its Applications, 2015, 436: 767-780.
  23. [23] Heli Sun, Jiao Liu, Jianbin Huang, Guangtao Wang. LinkLPA: A Link-Based Label Propagation Algorithm for Overlapping Community Detection in Networks. Computational Intelligence.
  24. [24] Guangtao Wang, Heli Sun, Qinbao Song, 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. [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. [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.
  3. [3] Heli Sun, Ning Wang, Jingyu Jia, Jianbin Huang, Hui Xiong, Liang He, Xinwang Liu, Shan Zhang, Shaojie Qiao, and Jizhong Zhao. Platform-Oriented Event Time Allocation. The 38th IEEE International Conference on Data Engineering (ICDE 2022), 2022, 1525-1536.