- Selected Journal Papers:
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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.
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Xiaolong Jiang, Heli Sun, Yuan Chen, Liang He. KTPGN: Novel event-based group recommendation method considering implicit social trust and knowledge propagation, Information Sciences, 2023, 642, 119159.
- 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.
- 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.
- 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.
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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.
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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.
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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.
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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.
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Shaojie Qiao, Nan Han, Yunjun Gao, Rong-Hua Li, Jianbin Huang, Heli Sun, and 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.
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Yu Zhou, Jianbin Huang, Heli Sun, Yizhou Sun, Shaojie Qiao, Stephen Wambura.Recurrent Meta-Structure for Robust Similarity Measure in Heterogeneous Information Networks. ACM Transactions on Knowledge Discovery from Data.13(6),2019.
- 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.
- 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.
- 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.
- 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).
- 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.
- 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.
- 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.
- 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.
- 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.
- Heli Sun, Jiao Liu, Jianbin Huang, Guangtao Wang, LinkLPA: A link-based label propagation algorithm for overlapping community detection innetworks, Computational Intelligence.
- 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:
- 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.
- 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.
- 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 (IEEE ICDE 2022), 2022, 1525-1536.
(创新港)
