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Add paper lists (#61)
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* add FL paper list
xieyxclack authored May 6, 2022

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## The paper list of Federated Learning in Recommendation will go here.
## Federated Learning for Recommendation

### 2021
| Title | Venue | Link |
| --- | --- | --- |
| Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation | EMNLP | [pdf](https://aclanthology.org/2021.emnlp-main.223), [code](https://github.com/yjw1029/Efficient-FedRec) |

### 2020
| Title | Venue | Link |
| --- | --- | --- |
| Secure Federated Matrix Factorization | IEEE Intelligent Systems | [pdf](https://ieeexplore.ieee.org/abstract/document/9162459), [code](https://github.com/Di-Chai/FedMF) |
| Privacy-Preserving News Recommendation Model Learning | EMNLP | [pdf](https://aclanthology.org/2020.findings-emnlp.128/), [code](https://github.com/taoqi98/FedNewsRec) |

### 2019
| Title | Venue | Link |
| --- | --- | --- |
| Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System | arXiv | [pdf](https://arxiv.org/abs/1901.09888) |

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