A project for collecting and showing the current research progress of FedRec
☆143Oct 17, 2023Updated 2 years ago
Alternatives and similar repositories for FedRecPapers
Users that are interested in FedRecPapers are comparing it to the libraries listed below
Sorting:
- This repository collects the latest research progress of Privacy-Preserving Recommender Systems after 2018.☆23Nov 4, 2021Updated 4 years ago
- A collection of research papers on Federated Recommender Systems.☆73Oct 21, 2024Updated last year
- This repository collects the latest research progress of Privacy-Preserving Recommender Systems after 2018.☆30Nov 4, 2021Updated 4 years ago
- Poisoning Deep Learning based Recommender Model in Federated Learning Scenarios☆19Apr 27, 2022Updated 3 years ago
- Official implementation of the papers "User-controlled federated matrix factorization for recommender systems" and "FedeRank: User Contro…☆18Jul 28, 2020Updated 5 years ago
- [AAAI 2023] Official PyTorch implementation for "Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings…☆26Jan 18, 2023Updated 3 years ago
- Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity…☆44Apr 13, 2023Updated 2 years ago
- Federated Fairness-aware Recommendation☆14Sep 2, 2022Updated 3 years ago
- Papers related to federated learning for recommender system☆32Apr 25, 2021Updated 4 years ago
- Code for Federated Social Recommendation with Graph Neural Network☆28Nov 22, 2022Updated 3 years ago
- The python implementation of our "UA-FedRec: Untargeted Attack on Federated News Recommendation" in KDD 2023.☆19Aug 2, 2022Updated 3 years ago
- 🔬 [ECML-PKDD'24] This is the source code and baselines of our paper FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signa…☆25May 28, 2024Updated last year
- Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation☆58Apr 28, 2024Updated last year
- The source code for the paper "LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization".☆18Dec 3, 2023Updated 2 years ago
- The Code for "Federated Recommender with Additive Personalization"☆40May 28, 2025Updated 9 months ago
- Model Poisoning Attack to Federated Recommendation☆32Apr 23, 2022Updated 3 years ago
- Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.☆345Feb 21, 2024Updated 2 years ago
- Code for ijcai-23 paper "Dual Personalization on Federated Recommendation"☆31Jul 28, 2024Updated last year
- ☆42Nov 24, 2023Updated 2 years ago
- code of FedGNN☆95May 12, 2022Updated 3 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,965Oct 5, 2025Updated 5 months ago
- Unofficial implementation of the algorithm described in the paper Federated Collaborative Filtering for Privacy-Preserving Personalized R…☆22Oct 29, 2021Updated 4 years ago
- 🔬 [SDM'24] This is the source code and baselines of our paper FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled…☆31Jun 1, 2024Updated last year
- ☆47Apr 26, 2024Updated last year
- ☆10Aug 19, 2023Updated 2 years ago
- Material supporting the tutorial "Pursuing Privacy in Recommender Systems: The View of Users and Researchers from Regulations to Applicat…☆18Jul 12, 2023Updated 2 years ago
- RF^2 is a federated recommendation learning simulation framework that can simulate realistic system-induced data heterogeneity and its ef…