2025
Contrastive deep graph clustering with hard boundary sample awareness.
Inf. Process. Manag., 2025
Aspect Enhancement and Text Simplification in Multimodal Aspect-Based Sentiment Analysis for Multi-Aspect and Multi-Sentiment Scenarios.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
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
Utilizing Large Language Models for Event Deconstruction to Enhance Multimodal Aspect-Based Sentiment Analysis.
CoRR, 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
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