Graph Neural Networks for Social Recommendation

Wenqi Fan, Yao Ma, Qing Li, +4

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Graph Structure Learning for Robust Graph Neural Networks

Wei Jin, Yao Ma, Xiaorui Liu, +3

Geometric LearningGraph Neural NetworksGraph Representation LearningGraph TheoryData Science +11

Traffic Flow Prediction via Spatial Temporal Graph Neural Network

Xiaoyang Wang, Yao Ma, Yiqi Wang, +5

EngineeringMachine LearningTraffic FlowSmart CityTraffic Flow Prediction +14

Graph Convolutional Networks with EigenPooling

Yao Ma, Suhang Wang, Charų C. Aggarwal, +1

Geometric LearningGraph Representation LearningMachine LearningEngineeringNetwork Analysis +14

Signed Graph Convolutional Networks

Tyler Derr, Yao Ma, Jiliang Tang

Graph Representation LearningEngineeringSigned Gcn ModelNetwork AnalysisGraph Signal Processing +17

Node Similarity Preserving Graph Convolutional Networks

Wei Jin, Tyler Derr, Yiqi Wang, +3

Graph Neural NetworksNetwork ScienceGraph Representation LearningGraph TheoryData Science +11

A Graph Neural Network Framework for Social Recommendations

Wenqi Fan, Yao Ma, Qing Li, +4

IEEE Transactions on Knowledge and Data Engineering

Streaming Graph Neural Networks

Yao Ma, Ziyi Guo, Zhaocun Ren, +2

Dynamic NetworkGraph Neural NetworksNetwork ScienceGraph TheoryData Science +13

Graph Representation Learning

Wei Jin, Yao Ma, Yiqi Wang, +9

Graph Representation LearningEngineeringNetwork AnalysisGraph ClassificationGraph Signal Processing +16

Multi-Dimensional Network Embedding with Hierarchical Structure

Yao Ma, Zhaochun Ren, Ziheng Jiang, +2

EngineeringInformation NetworksInteraction NetworkNetwork AnalysisNetwork Model +17