A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions

Chen Gao, Yu Zheng, Nian Li, +8

ACM Transactions on Recommender Systems

EngineeringMachine LearningNetwork AnalysisGraph ProcessingKnowledge Graph Embeddings +14

Sequential Recommendation with Graph Neural Networks

Jianxin Chang, Chen Gao, Yu Zheng, +5

Graph Neural NetworkEngineeringMachine LearningGraph TheoryData Science +10

Multi-behavior Recommendation with Graph Convolutional Networks

Bowen Jin, Chen Gao, Xiangnan He, +2

EngineeringMachine LearningComputational Social ScienceData ScienceData Mining +16

Disentangling User Interest and Conformity for Recommendation with Causal Embedding

Yu Zheng, Chen Gao, Xiang Li, +3

Graph Neural Networks for Recommender System

Chen Gao, Xiang Wang, Xiangnan He, +1

Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining

Artificial IntelligenceGraph Neural NetworksNetwork ScienceGraph TheoryData Science +13

Large language models empowered agent-based modeling and simulation: a survey and perspectives

Chen Gao, Xiaochong Lan, Nian Li, +5

Humanities and Social Sciences Communications

Cross-domain Recommendation Without Sharing User-relevant Data

Chen Gao, Xiangning Chen, Fuli Feng, +4

EngineeringCross-domain Recommendation TaskInformation SharingComputational Social ScienceInformation Retrieval +16

DGCN: Diversified Recommendation with Graph Convolutional Networks

Yu Zheng, Chen Gao, Liang Chen, +2

Diversified RecommendationEngineeringMachine LearningInformation RetrievalData Science +15

Bundle Recommendation with Graph Convolutional Networks

Jianxin Chang, Chen Gao, Xiangnan He, +2

Graph Neural NetworkNetwork ScienceGraph TheoryMachine LearningData Science +11

Prediction of water quality time series data based on least squares support vector machine

Guohua Tan, Jianzhuo Yan, Chen Gao, +1

Procedia Engineering

Support Vector MachineEnvironmental MonitoringMachine LearningWater ResourcesData Science +12