Skip to content

Commit

Permalink
Update README.md
Browse files Browse the repository at this point in the history
  • Loading branch information
DavyMorgan authored Sep 24, 2021
1 parent c2b9aab commit 7a163fc
Showing 1 changed file with 2 additions and 0 deletions.
2 changes: 2 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -26,6 +26,8 @@ An index of recommendation algorithms that are based on Graph Neural Networks.
| DGCF | [Wang, X., Jin, H., Zhang, A., He, X., Xu, T., & Chua, T. S. (2020, July). Disentangled graph collaborative filtering. In _Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval_ (pp. 1001-1010).](https://arxiv.org/pdf/2007.01764) | SIGIR | 2020 | [Python](https://paperswithcode.com/paper/disentangled-graph-collaborative-filtering) |
| LightGCN | [He, X., Deng, K., Wang, X., Li, Y., Zhang, Y., & Wang, M. (2020, July). Lightgcn: Simplifying and powering graph convolution network for recommendation. In _Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval_ (pp. 639-648).](https://arxiv.org/pdf/2002.02126.pdf) | SIGIR | 2020 | [Python](https://paperswithcode.com/paper/lightgcn-simplifying-and-powering-graph) |
| SGL | [Wu, J., Wang, X., Feng, F., He, X., Chen, L., Lian, J., & Xie, X. (2021, July). Self-supervised graph learning for recommendation. In _Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval_ (pp. 726-735).](https://arxiv.org/pdf/2010.10783) | SIGIR | 2021 | [Python](https://github.com/wujcan/SGL) |
| NIA-GCN | [Sun, J., Zhang, Y., Guo, W., Guo, H., Tang, R., He, X., ... & Coates, M. (2020, July). Neighbor interaction aware graph convolution networks for recommendation. In Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 1289-1298).](https://dl.acm.org/doi/abs/10.1145/3397271.3401123) | SIGIR | 2020 | NA |
| Pin-Sage | [Ying, R., He, R., Chen, K., Eksombatchai, P., Hamilton, W. L., & Leskovec, J. (2018, July). Graph convolutional neural networks for web-scale recommender systems. In Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (pp. 974-983).](https://arxiv.org/pdf/1806.01973) | KDD | 2018 | [Python](https://paperswithcode.com/paper/graph-convolutional-neural-networks-for-web) |

### Ranking
| **Name** | **Paper** | **Venue** | **Year** | **Code** |
Expand Down

0 comments on commit 7a163fc

Please sign in to comment.