| Paper | Code | HR@10 | AUC | nDCG@10 | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Metapath- and Entity-aware Graph Neural Network for Recommendation | ✓ Link | 0.9128 | 0.6641 | PEAGAT | 2020-10-22 | |
| KGAT: Knowledge Graph Attention Network for Recommendation | ✓ Link | 0.8762 | 0.6136 | KGAT | 2019-05-20 | |
| Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation | ✓ Link | 0.8729 | 0.5826 | CFKG | 2018-05-09 | |
| Neural Factorization Machines for Sparse Predictive Analytics | ✓ Link | 0.8595 | 0.6062 | NFM | 2017-08-16 | |
| Knowledge Graph Convolutional Networks for Recommender Systems | ✓ Link | 0.8125 | 0.4668 | KGCN | 2019-03-18 | |
| Neural Collaborative Filtering vs. Matrix Factorization Revisited | ✓ Link | 0.8068 | 0.481 | NGCF | 2020-05-19 | |
| metapath2vec: Scalable Representation Learning for Heterogeneous Networks | ✓ Link | 0.6307 | 0.402 | Metapath2Vec | 2017-08-01 | |
| Learning Topological Representation for Networks via Hierarchical Sampling | ✓ Link | 90.1 | HSRL (DW) | 2019-02-15 | ||
| Representation Learning for Heterogeneous Information Networks via Embedding Events | ✓ Link | 86.2 | Event2vec | 2019-01-29 |