Heli Sun

According to our database, Heli Sun authored at least 73 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Semantic community query in a large-scale attributed graph based on an attribute cohesiveness optimization strategy.

Jinhuan Ge, Heli Sun, Yezhi Lin, Liang He

Expert Syst. J. Knowl. Eng., November, 2024

Public Bike Scheduling Strategy Based on Demand Prediction for Unbalanced Life-Value Distribution.

Heli Sun, Zunye Tang, Mengting Cao, Yu Wang, Zhou Yang, Haokun Xue, Ruirui Xue, Liang He, Hui Xiong

IEEE Trans. Intell. Transp. Syst., October, 2024

Predicting Citywide Crowd Flows in Critical Areas Based on Dynamic Spatio-Temporal Network.

Heli Sun, Ruirui Xue, Tingting Hu, Tengfei Pan, Liang He, Yuan Rao, Zhi Wang, Yingxue Wang, Yuan Chen, Hui He

IEEE Trans. Emerg. Top. Comput. Intell., October, 2024

Novel behavior-enhanced long- and short-term interest model for sequential recommendation.

Xiaolong Jiang, Heli Sun, Liang He

Inf. Sci., 2024

Joint Multimodal Aspect Sentiment Analysis with Aspect Enhancement and Syntactic Adaptive Learning.

Linlin Zhu, Heli Sun, Qunshu Gao, Tingzhou Yi, Liang He

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

What Your Next Check-in Might Look Like: Next Check-in Behavior Prediction.

Heli Sun, Chen Cao, Xuguang Chu, Tingting Hu, Junzhi Lu, Liang He, Zhi Wang, Hui He, Hui Xiong

ACM Trans. Intell. Syst. Technol., December, 2023

Platform-Oriented Event Time Allocation.

Heli Sun, Ning Wang, Jingyu Jia, Jianbin Huang, Hui Xiong, Liang He, Xinwang Liu, Shan Zhang, Shaojie Qiao, Jizhong Zhao

IEEE Trans. Knowl. Data Eng., March, 2023

Graph Neural Networks with Motisf-aware for Tenuous Subgraph Finding.

Heli Sun, Miaomiao Sun, Xuechun Liu, Linlin Zhu, Liang He, Xiaolin Jia, Yuan Chen

ACM Trans. Knowl. Discov. Data, 2023

KTPGN: Novel event-based group recommendation method considering implicit social trust and knowledge propagation.

Xiaolong Jiang, Heli Sun, Yuan Chen, Liang He

Inf. Sci., 2023

eMotions: A Large-Scale Dataset for Emotion Recognition in Short Videos.

Xuecheng Wu, Heli Sun, Junxiao Xue, Ruofan Zhai, Xiangyan Kong, Jiayu Nie, Liang He

CoRR, 2023

2022

Graph Community Infomax.

Heli Sun, Yang Li, Bing Lv, Wujie Yan, Liang He, Shaojie Qiao, Jianbin Huang

ACM Trans. Knowl. Discov. Data, 2022

Robust Traffic Speed Inference With Ensemble Learning.

Zhou Yang, Heli Sun, Jianbin Huang, Liang He, Xiaolin Jia, Jizhong Zhao, Shaojie Qiao

IEEE Trans. Intell. Transp. Syst., 2022

Predicting Future Locations with Semantic Trajectories.

Heli Sun, Xianglan Guo, Zhou Yang, Xuguang Chu, Xinwang Liu, Liang He

ACM Trans. Intell. Syst. Technol., 2022

A novel meta-graph-based attention model for event recommendation.

Xiaolong Jiang, Heli Sun, Bo Zhang, Liang He, Xiaolin Jia

Neural Comput. Appl., 2022

Regional-based multi-module spatial-temporal networks predicting city-wide taxi pickup/dropoff demand from origin to destination.

Zain Ul Abideen, Heli Sun, Zhou Yang, Hamza Fahim

Expert Syst. J. Knowl. Eng., 2022

Graph Neural Networks with Motif-aware for Tenuous Subgraph Finding.

Heli Sun, Miaomiao Sun, Liang He, Xiaolin Jia

CoRR, 2022

Querying Tenuous Group in Attributed Networks.

Yang Li, Heli Sun, Liang He, Jianbin Huang, Jiyin Chen, Hui He, Xiaolin Jia

Comput. J., 2022

Central Station-Based Demand Prediction for Determining Target Inventory in a Bike-Sharing System.

Jianbin Huang, Heli Sun, He Li, Longji Huang, Ao Li, Xiangyu Wang

Comput. J., 2022

Platform-Oriented Event Time Allocation(Extended Abstract).

Heli Sun, Ning Wang, Jingyu Jia, Jianbin Huang, Hui Xiong, Liang He, Xinwang Liu, Shan Zhang, Shaojie Qiao, Jizhong Zhao

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

Dynamic Community Evolution Analysis Framework for Large-Scale Complex Networks Based on Strong and Weak Events.

Shaojie Qiao, Nan Han, Yunjun Gao, Rong-Hua Li, Jianbin Huang, Heli Sun, Xindong Wu

IEEE Trans. Syst. Man Cybern. Syst., 2021

CMG2Vec: A composite meta-graph based heterogeneous information network embedding approach.

Zhenghao Zhang, Jianbin Huang, Qinglin Tan, Heli Sun, Yu Zhou

Knowl. Based Syst., 2021

A truss-based approach for densest homogeneous subgraph mining in node-attributed graphs.

Heli Sun, Yawei Zhang, Xiaolin Jia, Pei Wang, Ruodan Huang, Jianbin Huang, Liang He, Zhongbin Sun

Comput. Intell., 2021

Distance dynamics based overlapping semantic community detection for node-attributed networks.

Heli Sun, Xiaolin Jia, Ruodan Huang, Pei Wang, Chenyu Wang, Jianbin Huang

Comput. Intell., 2021

LPX: Overlapping community detection based on X-means and label propagation algorithm in attributed networks.

Jinhuan Ge, Heli Sun, Chenhao Xue, Liang He, Xiaolin Jia, Hui He, Jiyin Chen

Comput. Intell., 2021

CFPS: Collaborative filtering based source projects selection for cross-project defect prediction.

Zhongbin Sun, Junqi Li, Heli Sun, Liang He

Appl. Soft Comput., 2021

2020

An Efficient Destination Prediction Approach Based on Future Trajectory Prediction and Transition Matrix Optimization.

Zhou Yang, Heli Sun, Jianbin Huang, Zhongbin Sun, Hui Xiong, Shaojie Qiao, Ziyu Guan, Xiaolin Jia

IEEE Trans. Knowl. Data Eng., 2020

Network Embedding for Community Detection in Attributed Networks.

Heli Sun, Fang He, Jianbin Huang, Yizhou Sun, Yang Li, Chenyu Wang, Liang He, Zhongbin Sun, Xiaolin Jia

ACM Trans. Knowl. Discov. Data, 2020

Community search for multiple nodes on attribute graphs.

Heli Sun, Ruodan Huang, Xiaolin Jia, Liang He, Miaomiao Sun, Pei Wang, Zhongbin Sun, Jianbin Huang

Knowl. Based Syst., 2020

Leader-aware community detection in complex networks.

Heli Sun, Hongxia Du, Jianbin Huang, Yang Li, Zhongbin Sun, Liang He, Xiaolin Jia, Zhongmeng Zhao

Knowl. Inf. Syst., 2020

A personalized event-participant arrangement framework based on user interests in social network.

Heli Sun, Shan Zhang, Jianbin Huang, Liang He, Xiaolong Jiang, Zhangtian Duan

Comput. Networks, 2020

Collaborative filtering based recommendation of sampling methods for software defect prediction.

Zhongbin Sun, Jingqi Zhang, Heli Sun, Xiaoyan Zhu

Appl. Soft Comput., 2020

2019

Recurrent Meta-Structure for Robust Similarity Measure in Heterogeneous Information Networks.

Yu Zhou, Jianbin Huang, Heli Sun, Yizhou Sun, Shaojie Qiao, Stephen Manko Wambura

ACM Trans. Knowl. Discov. Data, 2019

Parameter-free Community Detection through Distance Dynamic Synchronization.

Jianbin Huang, Qingquan Bian, Heli Sun, Yaming Yang, Yu Zhou

Comput. J., 2019

Central Station Based Demand Prediction in a Bike Sharing System.

Jianbin Huang, Xiangyu Wang, Heli Sun

Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

2018

A semantic-rich similarity measure in heterogeneous information networks.

Yu Zhou, Jianbin Huang, He Li, Heli Sun, Yan Peng, Yueshen Xu

Knowl. Based Syst., 2018

An empirical study of public data quality problems in cross project defect prediction.

Zhongbin Sun, Junqi Li, Heli Sun

CoRR, 2018

A Semantic-Rich Similarity Measure in Heterogeneous Information Networks.

Yu Zhou, Jianbin Huang, Heli Sun

CoRR, 2018

Corrigendum: A Team Formation Model with Personnel Work Hours and Project Workload Quantified.

Jianbin Huang, Xiaojing Sun, Yu Zhou, Heli Sun

Comput. J., 2018

Detecting semantic-based communities in node-attributed graphs.

Heli Sun, Hongxia Du, Jianbin Huang, Zhongbin Sun, Liang He, Xiaolin Jia, Zhongmeng Zhao

Comput. Intell., 2018

2017

On Nonredundant Cost-Constrained Team Formation.

Yu Zhou, Jianbin Huang, Heli Sun, Xiaolin Jia

Int. J. Data Warehous. Min., 2017

On Participation Constrained Team Formation.

Yu Zhou, Jianbin Huang, Xiaolin Jia, Heli Sun

J. Comput. Sci. Technol., 2017

DMSS: A Robust Deep Meta Structure Based Similarity Measure in Heterogeneous Information Networks.

Yu Zhou, Jianbin Huang, Heli Sun, Yizhou Sun, Hong Chong

CoRR, 2017

Efficient Destination Prediction Based on Route Choices with Transition Matrix Optimization.

Heli Sun, Zhou Yang, Jianbin Huang, Xiaolin Jia, Ziyu Guan, Zhongmeng Zhao

CoRR, 2017

A Novel Social Event Organization Approach for Diverse User Choices.

Jianbin Huang, Yu Zhou, Xiaolin Jia, Heli Sun

Comput. J., 2017

A Team Formation Model with Personnel Work Hours and Project Workload Quantified.

Jianbin Huang, Xiaojing Sun, Yu Zhou, Heli Sun

Comput. J., 2017

Forming Grouped Teams with Efficient Collaboration in Social Networks.

Jianbin Huang, Ze Lv, Yu Zhou, He Li, Heli Sun, Xiaolin Jia

Comput. J., 2017

LinkLPA: A Link-Based Label Propagation Algorithm for Overlapping Community Detection in Networks.

Heli Sun, Jiao Liu, Jianbin Huang, Guangtao Wang, Xiaolin Jia, Qinbao Song

Comput. Intell., 2017

Predicting Bugs in Software Code Changes Using Isolation Forest.

Yueyang He, Xiaoyan Zhu, Guangtao Wang, Heli Sun, Yong Wang

Proceedings of the 2017 IEEE International Conference on Software Quality, 2017

Mining Cohesive Clusters with Interpretations in Labeled Graphs.

Hongxia Du, Heli Sun, Jianbin Huang, Zhongbin Sun, Liang He, Hong Cheng

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

A Centrality-Based Local-First Approach for Analyzing Overlapping Communities in Dynamic Networks.

Ximan Chen, Heli Sun, Hongxia Du, Jianbin Huang, Ke Liu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

A Balanced Assignment Mechanism for Online Taxi Recommendation.

Guang Dai, Jianbin Huang, Stephen Manko Wambura, Heli Sun

Proceedings of the 18th IEEE International Conference on Mobile Data Management, 2017

2016

Efficient k-edge connected component detection through an early merging and splitting strategy.

Heli Sun, Jianbin Huang, Yang Bai, Zhongmeng Zhao, Xiaolin Jia, Fang He, Yang Li

Knowl. Based Syst., 2016

A machine learning based software process model recommendation method.

Qinbao Song, Xiaoyan Zhu, Guangtao Wang, Heli Sun, He Jiang, Chenhao Xue, Baowen Xu, Wei Song

J. Syst. Softw., 2016

Profit Maximizing Route Recommendation for Vehicle Sharing Requests.

Zhiqiang Zhao, Jianbin Huang, Hua Gao, Heli Sun, Xiaolin Jia

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

Grouped Team Formation in Social Networks.

Ze Lv, Jianbin Huang, Yu Zhou, Heli Sun, Xiaolin Jia

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015

Backward Path Growth for Efficient Mobile Sequential Recommendation.

Jianbin Huang, Xuejun Huangfu, Heli Sun, Hui Li, Peixiang Zhao, Hong Cheng, Qinbao Song

IEEE Trans. Knowl. Data Eng., 2015

A novel ensemble method for classifying imbalanced data.

Zhongbin Sun, Qinbao Song, Xiaoyan Zhu, Heli Sun, Baowen Xu, Yuming Zhou

Pattern Recognit., 2015

Label propagation based evolutionary clustering for detecting overlapping and non-overlapping communities in dynamic networks.

Ke Liu, Jianbin Huang, Heli Sun, Mengjie Wan, Yutao Qi, He Li

Knowl. Based Syst., 2015

TripRec: An Efficient Approach for Trip Planning with Time Constraints.

Heli Sun, Jianbin Huang, Xinwei She, Zhou Yang, Jiao Liu, Jianhua Zou, Qinbao Song, Dong Wang

Int. J. Data Warehous. Min., 2015

An immune multi-objective optimization algorithm with differential evolution inspired recombination.

Yutao Qi, Zhanting Hou, Minglei Yin, Heli Sun, Jianbin Huang

Appl. Soft Comput., 2015

2014

IncOrder: Incremental density-based community detection in dynamic networks.

Heli Sun, Jianbin Huang, Xin Zhang, Jiao Liu, Dong Wang, Huailiang Liu, Jianhua Zou, Qinbao Song

Knowl. Based Syst., 2014

Label Propagation with α-Degree Neighborhood Impact for Network Community Detection.

Heli Sun, Jianbin Huang, Xiang Zhong, Ke Liu, Jianhua Zou, Qinbao Song

Comput. Intell. Neurosci., 2014

2013

Revealing Density-Based Clustering Structure from the Core-Connected Tree of a Network.

Jianbin Huang, Heli Sun, Qinbao Song, Hongbo Deng, Jiawei Han

IEEE Trans. Knowl. Data Eng., 2013

ESC: An efficient synchronization-based clustering algorithm.

Jianbin Huang, Heli Sun, Jianmei Kang, Junjie Qi, Hongbo Deng, Qinbao Song

Knowl. Based Syst., 2013

A Feature Subset Selection Algorithm Automatic Recommendation Method.

Guangtao Wang, Qinbao Song, Heli Sun, Xueying Zhang, Baowen Xu, Yuming Zhou

J. Artif. Intell. Res., 2013

Backward Path Growth for Efficient Mobile Sequential Recommendation

Jianbin Huang, Xuejun Huangfu, Heli Sun, Hong Cheng, Qinbao Song

CoRR, 2013

2011

QoRank: A query-dependent ranking model using LSE-based weighted multiple hyperplanes aggregation for information retrieval.

Heli Sun, Jianbin Huang, Boqin Feng

Int. J. Intell. Syst., 2011

2010

gSkeletonClu: Density-Based Network Clustering via Structure-Connected Tree Division or Agglomeration.

Heli Sun, Jianbin Huang, Jiawei Han, Hongbo Deng, Peixiang Zhao, Boqin Feng

Proceedings of the ICDM 2010, 2010

SHRINK: a structural clustering algorithm for detecting hierarchical communities in networks.

Jianbin Huang, Heli Sun, Jiawei Han, Hongbo Deng, Yizhou Sun, Yaguang Liu

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

OrdRank: Learning to Rank with Ordered Multiple Hyperplanes.

Heli Sun, Jianbin Huang, Boqin Feng, Tao Li, Yingliang Zhao, Jun Liu

Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009

2008

Learning to rank with voted multiple hyperplanes for documents retrieval.

Heli Sun, Boqin Feng, Jianbin Huang

Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008

Lightly-supervised clustering using pairwise constraint propagation.

Jianbin Huang, Heli Sun

Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008

A Reliable Web Service Implementation Approach for Large Commercial Applications.

Jianbin Huang, Heli Sun

Proceedings of The International Symposium on Electronic Commerce and Security, 2008