Search Results for author: Chaofan Fu

Found 2 papers, 1 papers with code

Dual-Channel Multiplex Graph Neural Networks for Recommendation

no code implementations18 Mar 2024 Xiang Li, Chaofan Fu, Zhongying Zhao, Guanjie Zheng, Chao Huang, Junyu Dong, Yanwei Yu

Nevertheless, these approaches still grapple with two significant shortcomings: (1) Insufficient modeling and exploitation of the impact of various behavior patterns formed by multiplex relations between users and items on representation learning, and (2) ignoring the effect of different relations in the behavior patterns on the target relation in recommender system scenarios.

Recommendation Systems Relation +1

Multiplex Heterogeneous Graph Convolutional Network

1 code implementation12 Aug 2022 Pengyang Yu, Chaofan Fu, Yanwei Yu, Chao Huang, Zhongying Zhao, Junyu Dong

Heterogeneous graph convolutional networks have gained great popularity in tackling various network analytical tasks on heterogeneous network data, ranging from link prediction to node classification.

Attribute Link Prediction +3

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