MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation.
Xiangjin XieYuxin ChenRuipeng WangXianli ZhangShilei CaoKai OuyangZihan ZhangHai-Tao ZhengBuyue QianHansen ZhengBo HuChengxiang ZhuoZang LiPublished in: ICDM (2022)
Keyphrases
- neural network
- web graph
- link analysis
- recommender systems
- collaborative filtering
- back propagation
- genetic algorithm
- weighted graph
- neural nets
- graph matching
- directed graph
- monte carlo
- structured data
- spanning tree
- random walk
- neural network model
- feed forward
- ranking algorithm
- self organizing maps
- bp neural network
- graph structure
- graph representation
- learning algorithm
- recommendation systems
- graph databases
- link graph
- sampling methods
- sampling algorithm
- heterogeneous social networks
- pairwise
- random sampling
- artificial neural networks
- bipartite graph
- fuzzy logic
- multilayer perceptron