Heli Sun

Orcid: 0000-0002-2765-6582

According to our database1, Heli Sun authored at least 73 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Semantic community query in a large-scale attributed graph based on an attribute cohesiveness optimization strategy.
Expert Syst. J. Knowl. Eng., November, 2024

Public Bike Scheduling Strategy Based on Demand Prediction for Unbalanced Life-Value Distribution.
IEEE Trans. Intell. Transp. Syst., October, 2024

Predicting Citywide Crowd Flows in Critical Areas Based on Dynamic Spatio-Temporal Network.
IEEE Trans. Emerg. Top. Comput. Intell., October, 2024

Novel behavior-enhanced long- and short-term interest model for sequential recommendation.
Inf. Sci., 2024

Joint Multimodal Aspect Sentiment Analysis with Aspect Enhancement and Syntactic Adaptive Learning.
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.
ACM Trans. Intell. Syst. Technol., December, 2023

Platform-Oriented Event Time Allocation.
IEEE Trans. Knowl. Data Eng., March, 2023

Graph Neural Networks with Motisf-aware for Tenuous Subgraph Finding.
ACM Trans. Knowl. Discov. Data, 2023

KTPGN: Novel event-based group recommendation method considering implicit social trust and knowledge propagation.
Inf. Sci., 2023

eMotions: A Large-Scale Dataset for Emotion Recognition in Short Videos.
CoRR, 2023

2022
Graph Community Infomax.
ACM Trans. Knowl. Discov. Data, 2022

Robust Traffic Speed Inference With Ensemble Learning.
IEEE Trans. Intell. Transp. Syst., 2022

Predicting Future Locations with Semantic Trajectories.
ACM Trans. Intell. Syst. Technol., 2022

A novel meta-graph-based attention model for event recommendation.
Neural Comput. Appl., 2022

Regional-based multi-module spatial-temporal networks predicting city-wide taxi pickup/dropoff demand from origin to destination.
Expert Syst. J. Knowl. Eng., 2022

Graph Neural Networks with Motif-aware for Tenuous Subgraph Finding.
CoRR, 2022

Querying Tenuous Group in Attributed Networks.
Comput. J., 2022

Central Station-Based Demand Prediction for Determining Target Inventory in a Bike-Sharing System.
Comput. J., 2022

Platform-Oriented Event Time Allocation(Extended Abstract).
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.
IEEE Trans. Syst. Man Cybern. Syst., 2021

CMG2Vec: A composite meta-graph based heterogeneous information network embedding approach.
Knowl. Based Syst., 2021

A truss-based approach for densest homogeneous subgraph mining in node-attributed graphs.
Comput. Intell., 2021

Distance dynamics based overlapping semantic community detection for node-attributed networks.
Comput. Intell., 2021

LPX: Overlapping community detection based on X-means and label propagation algorithm in attributed networks.
Comput. Intell., 2021

CFPS: Collaborative filtering based source projects selection for cross-project defect prediction.
Appl. Soft Comput., 2021

2020
An Efficient Destination Prediction Approach Based on Future Trajectory Prediction and Transition Matrix Optimization.
IEEE Trans. Knowl. Data Eng., 2020

Network Embedding for Community Detection in Attributed Networks.
ACM Trans. Knowl. Discov. Data, 2020

Community search for multiple nodes on attribute graphs.
Knowl. Based Syst., 2020

Leader-aware community detection in complex networks.
Knowl. Inf. Syst., 2020

A personalized event-participant arrangement framework based on user interests in social network.
Comput. Networks, 2020

Collaborative filtering based recommendation of sampling methods for software defect prediction.
Appl. Soft Comput., 2020

2019
Recurrent Meta-Structure for Robust Similarity Measure in Heterogeneous Information Networks.
ACM Trans. Knowl. Discov. Data, 2019

Parameter-free Community Detection through Distance Dynamic Synchronization.
Comput. J., 2019

Central Station Based Demand Prediction in a Bike Sharing System.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

2018
A semantic-rich similarity measure in heterogeneous information networks.
Knowl. Based Syst., 2018

An empirical study of public data quality problems in cross project defect prediction.
CoRR, 2018

A Semantic-Rich Similarity Measure in Heterogeneous Information Networks.
CoRR, 2018

Corrigendum: A Team Formation Model with Personnel Work Hours and Project Workload Quantified.
Comput. J., 2018

Detecting semantic-based communities in node-attributed graphs.
Comput. Intell., 2018

2017
On Nonredundant Cost-Constrained Team Formation.
Int. J. Data Warehous. Min., 2017

On Participation Constrained Team Formation.
J. Comput. Sci. Technol., 2017

DMSS: A Robust Deep Meta Structure Based Similarity Measure in Heterogeneous Information Networks.
CoRR, 2017

Efficient Destination Prediction Based on Route Choices with Transition Matrix Optimization.
CoRR, 2017

A Novel Social Event Organization Approach for Diverse User Choices.
Comput. J., 2017

A Team Formation Model with Personnel Work Hours and Project Workload Quantified.
Comput. J., 2017

Forming Grouped Teams with Efficient Collaboration in Social Networks.
Comput. J., 2017

LinkLPA: A Link-Based Label Propagation Algorithm for Overlapping Community Detection in Networks.
Comput. Intell., 2017

Predicting Bugs in Software Code Changes Using Isolation Forest.
Proceedings of the 2017 IEEE International Conference on Software Quality, 2017

Mining Cohesive Clusters with Interpretations in Labeled Graphs.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

A Centrality-Based Local-First Approach for Analyzing Overlapping Communities in Dynamic Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

A Balanced Assignment Mechanism for Online Taxi Recommendation.
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.
Knowl. Based Syst., 2016

A machine learning based software process model recommendation method.
J. Syst. Softw., 2016

Profit Maximizing Route Recommendation for Vehicle Sharing Requests.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

Grouped Team Formation in Social Networks.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015
Backward Path Growth for Efficient Mobile Sequential Recommendation.
IEEE Trans. Knowl. Data Eng., 2015

A novel ensemble method for classifying imbalanced data.
Pattern Recognit., 2015

Label propagation based evolutionary clustering for detecting overlapping and non-overlapping communities in dynamic networks.
Knowl. Based Syst., 2015

TripRec: An Efficient Approach for Trip Planning with Time Constraints.
Int. J. Data Warehous. Min., 2015

An immune multi-objective optimization algorithm with differential evolution inspired recombination.
Appl. Soft Comput., 2015

2014
IncOrder: Incremental density-based community detection in dynamic networks.
Knowl. Based Syst., 2014

Label Propagation with α-Degree Neighborhood Impact for Network Community Detection.
Comput. Intell. Neurosci., 2014

2013
Revealing Density-Based Clustering Structure from the Core-Connected Tree of a Network.
IEEE Trans. Knowl. Data Eng., 2013

ESC: An efficient synchronization-based clustering algorithm.
Knowl. Based Syst., 2013

A Feature Subset Selection Algorithm Automatic Recommendation Method.
J. Artif. Intell. Res., 2013

Backward Path Growth for Efficient Mobile Sequential Recommendation
CoRR, 2013

2011
QoRank: A query-dependent ranking model using LSE-based weighted multiple hyperplanes aggregation for information retrieval.
Int. J. Intell. Syst., 2011

2010
gSkeletonClu: Density-Based Network Clustering via Structure-Connected Tree Division or Agglomeration.
Proceedings of the ICDM 2010, 2010

SHRINK: a structural clustering algorithm for detecting hierarchical communities in networks.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
OrdRank: Learning to Rank with Ordered Multiple Hyperplanes.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009

2008
Learning to rank with voted multiple hyperplanes for documents retrieval.
Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008

Lightly-supervised clustering using pairwise constraint propagation.
Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008

A Reliable Web Service Implementation Approach for Large Commercial Applications.
Proceedings of The International Symposium on Electronic Commerce and Security, 2008


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