Heli Sun

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 51

Top Topics

Information Networks

Label Propagation

Community Detection

Subgraph Mining

Top Venues

Knowl. Based Syst.

Comput. Intell.

Publications

Xiaolong Jiang, Heli Sun, Liang He
Novel behavior-enhanced long- and short-term interest model for sequential recommendation. Inf. Sci. 679 (2024)
Heli Sun, Ning Wang, Jingyu Jia, Jianbin Huang, Hui Xiong, Liang He, Xinwang Liu, Shan Zhang, Shaojie Qiao, Jizhong Zhao
Platform-Oriented Event Time Allocation. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Heli Sun, Miaomiao Sun, Xuechun Liu, Linlin Zhu, Liang He, Xiaolin Jia, Yuan Chen
Graph Neural Networks with Motisf-aware for Tenuous Subgraph Finding. ACM Trans. Knowl. Discov. Data 17 (8) (2023)
Heli Sun, Chen Cao, Xuguang Chu, Tingting Hu, Junzhi Lu, Liang He, Zhi Wang, Hui He, Hui Xiong
What Your Next Check-in Might Look Like: Next Check-in Behavior Prediction. ACM Trans. Intell. Syst. Technol. 14 (6) (2023)
Xiaolong Jiang, Heli Sun, Yuan Chen, Liang He
KTPGN: Novel event-based group recommendation method considering implicit social trust and knowledge propagation. Inf. Sci. 642 (2023)
Xuecheng Wu, Heli Sun, Junxiao Xue, Ruofan Zhai, Xiangyan Kong, Jiayu Nie, Liang He
eMotions: A Large-Scale Dataset for Emotion Recognition in Short Videos. CoRR (2023)
Heli Sun, Miaomiao Sun, Liang He, Xiaolin Jia
Graph Neural Networks with Motif-aware for Tenuous Subgraph Finding. CoRR (2022)
Xiaolong Jiang, Heli Sun, Bo Zhang, Liang He, Xiaolin Jia
A novel meta-graph-based attention model for event recommendation. Neural Comput. Appl. 34 (17) (2022)
Yang Li, Heli Sun, Liang He, Jianbin Huang, Jiyin Chen, Hui He, Xiaolin Jia
Querying Tenuous Group in Attributed Networks. Comput. J. 65 (4) (2022)
Heli Sun, Xianglan Guo, Zhou Yang, Xuguang Chu, Xinwang Liu, Liang He
Predicting Future Locations with Semantic Trajectories. ACM Trans. Intell. Syst. Technol. 13 (1) (2022)
Zain Ul Abideen, Heli Sun, Zhou Yang, Hamza Fahim
Regional-based multi-module spatial-temporal networks predicting city-wide taxi pickup/dropoff demand from origin to destination. Expert Syst. J. Knowl. Eng. 39 (2) (2022)
Jianbin Huang, Heli Sun, He Li, Longji Huang, Ao Li, Xiangyu Wang
Central Station-Based Demand Prediction for Determining Target Inventory in a Bike-Sharing System. Comput. J. 65 (3) (2022)
Heli Sun, Yang Li, Bing Lv, Wujie Yan, Liang He, Shaojie Qiao, Jianbin Huang
Graph Community Infomax. ACM Trans. Knowl. Discov. Data 16 (3) (2022)
Zhou Yang, Heli Sun, Jianbin Huang, Liang He, Xiaolin Jia, Jizhong Zhao, Shaojie Qiao
Robust Traffic Speed Inference With Ensemble Learning. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Heli Sun, Ning Wang, Jingyu Jia, Jianbin Huang, Hui Xiong, Liang He, Xinwang Liu, Shan Zhang, Shaojie Qiao, Jizhong Zhao
Platform-Oriented Event Time Allocation(Extended Abstract). ICDE (2022)
Heli Sun, Yawei Zhang, Xiaolin Jia, Pei Wang, Ruodan Huang, Jianbin Huang, Liang He, Zhongbin Sun
A truss-based approach for densest homogeneous subgraph mining in node-attributed graphs. Comput. Intell. 37 (2) (2021)
Zhenghao Zhang, Jianbin Huang, Qinglin Tan, Heli Sun, Yu Zhou
CMG2Vec: A composite meta-graph based heterogeneous information network embedding approach. Knowl. Based Syst. 216 (2021)
Jinhuan Ge, Heli Sun, Chenhao Xue, Liang He, Xiaolin Jia, Hui He, Jiyin Chen
LPX: Overlapping community detection based on X-means and label propagation algorithm in attributed networks. Comput. Intell. 37 (1) (2021)
Zhongbin Sun, Junqi Li, Heli Sun, Liang He
CFPS: Collaborative filtering based source projects selection for cross-project defect prediction. Appl. Soft Comput. 99 (2021)
Heli Sun, Xiaolin Jia, Ruodan Huang, Pei Wang, Chenyu Wang, Jianbin Huang
Distance dynamics based overlapping semantic community detection for node-attributed networks. Comput. Intell. 37 (2) (2021)
Shaojie Qiao, Nan Han, Yunjun Gao, Rong-Hua Li, Jianbin Huang, Heli Sun, Xindong Wu
Dynamic Community Evolution Analysis Framework for Large-Scale Complex Networks Based on Strong and Weak Events. IEEE Trans. Syst. Man Cybern. Syst. 51 (10) (2021)
Zhongbin Sun, Jingqi Zhang, Heli Sun, Xiaoyan Zhu
Collaborative filtering based recommendation of sampling methods for software defect prediction. Appl. Soft Comput. 90 (2020)
Heli Sun, Ruodan Huang, Xiaolin Jia, Liang He, Miaomiao Sun, Pei Wang, Zhongbin Sun, Jianbin Huang
Community search for multiple nodes on attribute graphs. Knowl. Based Syst. 193 (2020)
Zhou Yang, Heli Sun, Jianbin Huang, Zhongbin Sun, Hui Xiong, Shaojie Qiao, Ziyu Guan, Xiaolin Jia
An Efficient Destination Prediction Approach Based on Future Trajectory Prediction and Transition Matrix Optimization. IEEE Trans. Knowl. Data Eng. 32 (2) (2020)
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. Comput. Networks 183 (2020)
Heli Sun, Fang He, Jianbin Huang, Yizhou Sun, Yang Li, Chenyu Wang, Liang He, Zhongbin Sun, Xiaolin Jia
Network Embedding for Community Detection in Attributed Networks. ACM Trans. Knowl. Discov. Data 14 (3) (2020)
Heli Sun, Hongxia Du, Jianbin Huang, Yang Li, Zhongbin Sun, Liang He, Xiaolin Jia, Zhongmeng Zhao
Leader-aware community detection in complex networks. Knowl. Inf. Syst. 62 (2) (2020)
Yu Zhou, Jianbin Huang, Heli Sun, Yizhou Sun, Shaojie Qiao, Stephen Manko Wambura
Recurrent Meta-Structure for Robust Similarity Measure in Heterogeneous Information Networks. ACM Trans. Knowl. Discov. Data 13 (6) (2019)
Jianbin Huang, Xiangyu Wang, Heli Sun
Central Station Based Demand Prediction in a Bike Sharing System. MDM (2019)
Jianbin Huang, Qingquan Bian, Heli Sun, Yaming Yang, Yu Zhou
Parameter-free Community Detection through Distance Dynamic Synchronization. Comput. J. 62 (11) (2019)
Heli Sun, Hongxia Du, Jianbin Huang, Zhongbin Sun, Liang He, Xiaolin Jia, Zhongmeng Zhao
Detecting semantic-based communities in node-attributed graphs. Comput. Intell. 34 (4) (2018)
Zhongbin Sun, Junqi Li, Heli Sun
An empirical study of public data quality problems in cross project defect prediction. CoRR (2018)
Yu Zhou, Jianbin Huang, He Li, Heli Sun, Yan Peng, Yueshen Xu
A semantic-rich similarity measure in heterogeneous information networks. Knowl. Based Syst. 154 (2018)
Jianbin Huang, Xiaojing Sun, Yu Zhou, Heli Sun
Corrigendum: A Team Formation Model with Personnel Work Hours and Project Workload Quantified. Comput. J. 61 (1) (2018)
Yu Zhou, Jianbin Huang, Heli Sun
A Semantic-Rich Similarity Measure in Heterogeneous Information Networks. CoRR (2018)
Heli Sun, Zhou Yang, Jianbin Huang, Xiaolin Jia, Ziyu Guan, Zhongmeng Zhao
Efficient Destination Prediction Based on Route Choices with Transition Matrix Optimization. CoRR (2017)
Guang Dai, Jianbin Huang, Stephen Manko Wambura, Heli Sun
A Balanced Assignment Mechanism for Online Taxi Recommendation. MDM (2017)
Yueyang He, Xiaoyan Zhu, Guangtao Wang, Heli Sun, Yong Wang
Predicting Bugs in Software Code Changes Using Isolation Forest. QRS (2017)
Yu Zhou, Jianbin Huang, Heli Sun, Yizhou Sun, Hong Chong
DMSS: A Robust Deep Meta Structure Based Similarity Measure in Heterogeneous Information Networks. CoRR (2017)
Jianbin Huang, Yu Zhou, Xiaolin Jia, Heli Sun
A Novel Social Event Organization Approach for Diverse User Choices. Comput. J. 60 (7) (2017)
Yu Zhou, Jianbin Huang, Heli Sun, Xiaolin Jia
On Nonredundant Cost-Constrained Team Formation. Int. J. Data Warehous. Min. 13 (3) (2017)
Yu Zhou, Jianbin Huang, Xiaolin Jia, Heli Sun
On Participation Constrained Team Formation. J. Comput. Sci. Technol. 32 (1) (2017)
Heli Sun, Jiao Liu, Jianbin Huang, Guangtao Wang, Xiaolin Jia, Qinbao Song
LinkLPA: A Link-Based Label Propagation Algorithm for Overlapping Community Detection in Networks. Comput. Intell. 33 (2) (2017)
Ximan Chen, Heli Sun, Hongxia Du, Jianbin Huang, Ke Liu
A Centrality-Based Local-First Approach for Analyzing Overlapping Communities in Dynamic Networks. PAKDD (2) (2017)
Jianbin Huang, Xiaojing Sun, Yu Zhou, Heli Sun
A Team Formation Model with Personnel Work Hours and Project Workload Quantified. Comput. J. 60 (9) (2017)
Hongxia Du, Heli Sun, Jianbin Huang, Zhongbin Sun, Liang He, Hong Cheng
Mining Cohesive Clusters with Interpretations in Labeled Graphs. PAKDD (2) (2017)
Jianbin Huang, Ze Lv, Yu Zhou, He Li, Heli Sun, Xiaolin Jia
Forming Grouped Teams with Efficient Collaboration in Social Networks. Comput. J. 60 (11) (2017)
Ze Lv, Jianbin Huang, Yu Zhou, Heli Sun, Xiaolin Jia
Grouped Team Formation in Social Networks. APWeb (2) (2016)
Qinbao Song, Xiaoyan Zhu, Guangtao Wang, Heli Sun, He Jiang, Chenhao Xue, Baowen Xu, Wei Song
A machine learning based software process model recommendation method. J. Syst. Softw. 118 (2016)
Heli Sun, Jianbin Huang, Yang Bai, Zhongmeng Zhao, Xiaolin Jia, Fang He, Yang Li
Efficient k-edge connected component detection through an early merging and splitting strategy. Knowl. Based Syst. 111 (2016)
Zhiqiang Zhao, Jianbin Huang, Hua Gao, Heli Sun, Xiaolin Jia
Profit Maximizing Route Recommendation for Vehicle Sharing Requests. APWeb (2) (2016)
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. Int. J. Data Warehous. Min. 11 (1) (2015)
Yutao Qi, Zhanting Hou, Minglei Yin, Heli Sun, Jianbin Huang
An immune multi-objective optimization algorithm with differential evolution inspired recombination. Appl. Soft Comput. 29 (2015)
Ke Liu, Jianbin Huang, Heli Sun, Mengjie Wan, Yutao Qi, He Li
Label propagation based evolutionary clustering for detecting overlapping and non-overlapping communities in dynamic networks. Knowl. Based Syst. 89 (2015)
Jianbin Huang, Xuejun Huangfu, Heli Sun, Hui Li, Peixiang Zhao, Hong Cheng, Qinbao Song
Backward Path Growth for Efficient Mobile Sequential Recommendation. IEEE Trans. Knowl. Data Eng. 27 (1) (2015)
Zhongbin Sun, Qinbao Song, Xiaoyan Zhu, Heli Sun, Baowen Xu, Yuming Zhou
A novel ensemble method for classifying imbalanced data. Pattern Recognit. 48 (5) (2015)
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. Knowl. Based Syst. 72 (2014)
Guangtao Wang, Qinbao Song, Heli Sun, Xueying Zhang, Baowen Xu, Yuming Zhou
A Feature Subset Selection Algorithm Automatic Recommendation Method. CoRR (2014)
Heli Sun, Jianbin Huang, Xiang Zhong, Ke Liu, Jianhua Zou, Qinbao Song
Label Propagation with α-Degree Neighborhood Impact for Network Community Detection. Comput. Intell. Neurosci. 2014 (2014)
Jianbin Huang, Heli Sun, Qinbao Song, Hongbo Deng, Jiawei Han
Revealing Density-Based Clustering Structure from the Core-Connected Tree of a Network. IEEE Trans. Knowl. Data Eng. 25 (8) (2013)
Guangtao Wang, Qinbao Song, Heli Sun, Xueying Zhang, Baowen Xu, Yuming Zhou
A Feature Subset Selection Algorithm Automatic Recommendation Method. J. Artif. Intell. Res. 47 (2013)
Jianbin Huang, Xuejun Huangfu, Heli Sun, Hong Cheng, Qinbao Song
Backward Path Growth for Efficient Mobile Sequential Recommendation CoRR (2013)
Jianbin Huang, Heli Sun, Jianmei Kang, Junjie Qi, Hongbo Deng, Qinbao Song
ESC: An efficient synchronization-based clustering algorithm. Knowl. Based Syst. 40 (2013)
Heli Sun, Jianbin Huang, Boqin Feng
QoRank: A query-dependent ranking model using LSE-based weighted multiple hyperplanes aggregation for information retrieval. Int. J. Intell. Syst. 26 (1) (2011)
Jianbin Huang, Heli Sun, Jiawei Han, Hongbo Deng, Yizhou Sun, Yaguang Liu
SHRINK: a structural clustering algorithm for detecting hierarchical communities in networks. CIKM (2010)
Heli Sun, Jianbin Huang, Jiawei Han, Hongbo Deng, Peixiang Zhao, Boqin Feng
gSkeletonClu: Density-Based Network Clustering via Structure-Connected Tree Division or Agglomeration. ICDM (2010)
Heli Sun, Jianbin Huang, Boqin Feng, Tao Li, Yingliang Zhao, Jun Liu
OrdRank: Learning to Rank with Ordered Multiple Hyperplanes. Web Intelligence (2009)
Heli Sun, Boqin Feng, Jianbin Huang
Learning to rank with voted multiple hyperplanes for documents retrieval. ISKE (2008)
Jianbin Huang, Heli Sun
Lightly-supervised clustering using pairwise constraint propagation. ISKE (2008)
Jianbin Huang, Heli Sun
A Reliable Web Service Implementation Approach for Large Commercial Applications. ISECS (2008)