Graph neural networks, knowledge graphs, recommender systems
RippleNet. A tensorflow implementation of RippleNet
592GraphGAN. A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)
539KGCN. A tensorflow implementation of Knowledge Graph Convolutional Networks
526DKN. A tensorflow implementation of DKN (Deep Knowledge-aware Network for News Recommendation)
415MKR. A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)
331KGNN-LS. A tensorflow implementation of Knowledge-aware Graph Neural Networks with Label Smoothness regularization
162PathCon. Combining relational context and relational paths for knowledge graph completion
138GCN-LPA. A tensorflow implementation of GCN-LPA
99MolR. Chemical-Reaction-Aware Molecule Representation Learning
82SchemaEGC. A PyTorch implementation of Schema-guided Event Graph Completion method
9JTS-MF. A C++ implementation of JTS-MF (Joint Topic-Semantic-aware Matrix Factorization)
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