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Add LT-OCF and HMLET
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jeongwhanchoi committed Nov 9, 2022
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Expand Up @@ -47,6 +47,8 @@ Gao, C., Zheng, Y., Li, N., Li, Y., Qin, Y., Piao, J., Quan, Y., Chang, J., Jin,
| 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) |
| IMP-GCN | [Liu, F., Cheng, Z., Zhu, L., Gao, Z., & Nie, L. (2021, April). Interest-aware message-passing gcn for recommendation. In Proceedings of the Web Conference 2021 (pp. 1296-1305).](https://arxiv.org/pdf/2102.10044.pdf) | WWW | 2021 | [Python](https://github.com/liufancs/IMP_GCN) |
| 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) |
| LT-OCF | [Choi, J., Jeon, J., & Park, N. (2021). LT-OCF: Learnable-Time ODE-based Collaborative Filtering. In _Proceedings of the 30th ACM International Conference on Information and Knowledge Management_ (pp. 251-260).](https://dl.acm.org/doi/10.1145/3459637.3482449) | CIKM | 2021 | [Python](https://github.com/jeongwhanchoi/LT-OCF) |
| HMLET | [Kong, T., Kim, T., Jeon, J., Choi, J., Lee, Y-C.,Park, N., & Kim, S-W. (2022). Linear, or Non-Linear, That is the Question! In _Proceedings of the 15th ACM International Web Search and Data Mining Conference_ (pp. 517-525).](https://dl.acm.org/doi/10.1145/3459637.3482449) | WSDM | 2022 | [Python](https://github.com/jeongwhanchoi/HMLET) |
| HS-GCN | [Liu, H., Wei, Y., Yin, J., & Nie, L. (2022). HS-GCN: Hamming Spatial Graph Convolutional Networks for Recommendation. IEEE Transactions on Knowledge and Data Engineering.](https://ieeexplore.ieee.org/document/9732648) | TKDE | 2022 | [Python](https://github.com/hanliu95/HS-GCN) |
| LGCN | [Yu, W., Zhang, Z., & Qin, Z. (2022). Low-pass Graph Convolutional Network for Recommendation.](https://www.aaai.org/AAAI22Papers/AAAI-3643.WenhuiY.pdf) | AAAI | 2022 | [Python](https://github.com/Wenhui-Yu/LCFN) |

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