| References | |
| 【arXiv 2020】 Graph neural networks in recommender systems: a survey. paper | |
| 【arXiv 2021】 Graph learning based recommender systems: A review. paper | |
| 【KDD 2018】 Graph Convolutional Matrix Completion (GC-MC). paper | |
| 【KDD 2018】 Graph convolutional neural networks for web-scale recommender systems (PinSage). paper | |
| 【RecSys 2018】 Spectral collaborative fltering (SpectralCF). paper | |
| 【SIGIR 2019】 Neural graph collaborative filtering (NGCF). paper | |
| 【SIGIR 2020】 Lightgcn: Simplifying and powering graph convolution network for recommendation (LightGCN). paper | |
| 【SIGIR 2019】 A neural influence diffusion model for social recommendation (DiffNet). paper | |
| 【WWW 2019】 Graph neural networks for social recommendation (GraphRec). paper | |
| 【WWW 2019】 Dual graph attention networks for deep latent representation of multifaceted social effects in recommender systems (DANSER). paper | |
| 【RecSys 2019】 Deep social collaborative filtering (DSCF). paper |