Revisiting Graph-based Recommender Systems from the Perspective of Variational Auto-Encoder

Yi Zhang, Yiwen Zhang, Dengcheng Yan, +2

ACM Transactions on Information Systems

Graph Neural NetworkEngineeringInformation RetrievalMachine LearningGraph Theory +12

FedCDR: Privacy-preserving federated cross-domain recommendation

Dengcheng Yan, Yuchuan Zhao, Zhongxiu Yang, +2

Digital Communications and Networks

EngineeringMachine LearningInformation SecurityFederated StructureTransformation Mechanism +16

Empirical analysis on the human dynamics of blogging behavior on GitHub

Dengcheng Yan, Zong-Wen Wei, Xiao-Pu Han, +1

Physica A Statistical Mechanics and its Applications

Computational Social ScienceSocial MediaEmpirical AnalysisData ScienceSocial Medium Mining +12

Recurrent Tensor Factorization for time-aware service recommendation

Yiwen Zhang, Chunhui Yin, Zhihui Lu, +3

Applied Soft Computing

EngineeringInformation RetrievalMachine LearningData MiningData Science +6

Hypernetwork Dismantling via Deep Reinforcement Learning

Dengcheng Yan, Wenxin Xie, Yiwen Zhang, +2

IEEE Transactions on Network Science and Engineering

Artificial IntelligenceAi ArchitectureHypernetwork DismantlingEngineeringMachine Learning +12

NIE-GCN: Neighbor Item Embedding-Aware Graph Convolutional Network for Recommendation

Yi Zhang, Yiwen Zhang, Dengcheng Yan, +2

IEEE Transactions on Systems Man and Cybernetics Systems

Graph Neural NetworkNetwork ScienceMachine LearningGraph TheoryGraph Representation Learning +10

Outer product enhanced heterogeneous information network embedding for recommendation

Yunfei He, Yiwen Zhang, Lianyong Qi, +2

Expert Systems with Applications

EngineeringInformation RetrievalData ScienceData MiningKnowledge Discovery +5

Clustering Ensemble via Diffusion on Adaptive Multiplex

Peng Zhou, Boao Hu, Dengcheng Yan, +1

IEEE Transactions on Knowledge and Data Engineering

Cluster ComputingDocument ClusteringEngineeringMachine LearningData Science +12

A novel edge server selection method based on combined genetic algorithm and simulated annealing algorithm

Yiwen Zhang, Wenming Zhang, Kai Peng, +2

Automatika

MUSE: Multi-faceted attention for signed network embedding

Dengcheng Yan, Youwen Zhang

Neurocomputing

Graph Neural NetworkEngineeringMachine LearningAffective ComputingMultimodal Learning +4