hwwang55
Graph neural networks, knowledge graphs, recommender systems
Tencent AI Lab SeattleBellevue, WA
Pinned Repositories
DKN
A tensorflow implementation of DKN (Deep Knowledge-aware Network for News Recommendation)
GCN-LPA
A tensorflow implementation of GCN-LPA
GraphGAN
A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)
KGCN
A tensorflow implementation of Knowledge Graph Convolutional Networks
KGNN-LS
A tensorflow implementation of Knowledge-aware Graph Neural Networks with Label Smoothness regularization
MKR
A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)
MolR
Chemical-Reaction-Aware Molecule Representation Learning
PathCon
Combining relational context and relational paths for knowledge graph completion
RippleNet
A tensorflow implementation of RippleNet
SchemaEGC
A PyTorch implementation of Schema-guided Event Graph Completion method
hwwang55's Repositories
hwwang55/RippleNet
A tensorflow implementation of RippleNet
hwwang55/GraphGAN
A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)
hwwang55/KGCN
A tensorflow implementation of Knowledge Graph Convolutional Networks
hwwang55/DKN
A tensorflow implementation of DKN (Deep Knowledge-aware Network for News Recommendation)
hwwang55/MKR
A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)
hwwang55/KGNN-LS
A tensorflow implementation of Knowledge-aware Graph Neural Networks with Label Smoothness regularization
hwwang55/PathCon
Combining relational context and relational paths for knowledge graph completion
hwwang55/GCN-LPA
A tensorflow implementation of GCN-LPA
hwwang55/MolR
Chemical-Reaction-Aware Molecule Representation Learning
hwwang55/SchemaEGC
A PyTorch implementation of Schema-guided Event Graph Completion method
hwwang55/JTS-MF
A C++ implementation of JTS-MF (Joint Topic-Semantic-aware Matrix Factorization)