A collection of research papers on Federated Recommender Systems.
☆79Oct 21, 2024Updated 2 years ago
Alternatives and similar repositories for FederatedRS
Users that are interested in FederatedRS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The Code for "Federated Recommender with Additive Personalization"☆42May 28, 2025Updated last year
- Code for Federated Social Recommendation with Graph Neural Network☆28Nov 22, 2022Updated 3 years ago
- Code for ijcai-23 paper "Dual Personalization on Federated Recommendation"☆31Jul 28, 2024Updated 2 years ago
- The source code for the paper "LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization".☆19Dec 3, 2023Updated 2 years ago
- 🔬 [ECML-PKDD'24] This is the source code and baselines of our paper FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signa…☆27May 28, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A project for collecting and showing the current research progress of FedRec☆144Oct 17, 2023Updated 3 years ago
- Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity…☆45Apr 13, 2023Updated 3 years ago
- ☆26Dec 15, 2024Updated last year
- [CIKM'22] "Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation"☆12Feb 19, 2024Updated 2 years ago
- Source code of FedAttack.☆11Feb 9, 2022Updated 4 years ago
- Model Poisoning Attack to Federated Recommendation☆33Apr 23, 2022Updated 4 years ago
- Federated Fairness-aware Recommendation☆14Sep 2, 2022Updated 4 years ago
- code of FedGNN☆96May 12, 2022Updated 4 years ago
- Unofficial implementation of the algorithm described in the paper Federated Collaborative Filtering for Privacy-Preserving Personalized R…☆22Oct 29, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Correlated Low-rank Structure (CoLR) for Federated Recommendation System☆13May 31, 2026Updated 5 months ago
- [AAAI 2023] Official PyTorch implementation for "Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings…☆28Jan 18, 2023Updated 3 years ago
- Official implementation of the papers "User-controlled federated matrix factorization for recommender systems" and "FedeRank: User Contro…☆18Jul 28, 2020Updated 6 years ago
- Code for ijcai-24 paper "Federated Adaptation for Foundation Model-based Recommendations"☆11Apr 18, 2025Updated last year
- ☆17Mar 26, 2022Updated 4 years ago
- This repository collects the latest research progress of Privacy-Preserving Recommender Systems after 2018.☆30Nov 4, 2021Updated 5 years ago
- A Survey on Vulnerability of Federated Learning: An Algorithm Perspective☆19May 30, 2024Updated 2 years ago
- Poisoning Deep Learning based Recommender Model in Federated Learning Scenarios☆20Apr 27, 2022Updated 4 years ago
- SIGIR 2022: Privacy-Preserving Synthetic Data Generation for Recommendation Systems☆10Nov 17, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The source code for the paper "Beyond Similarity: Personalized Federated Recommendation with Composite Aggregation, ACM TOIS 2026".☆15Aug 24, 2026Updated 2 months ago
- The experiments codes for our FMSS.☆11Jun 20, 2023Updated 3 years ago
- Papers related to federated learning for recommender system☆32Apr 25, 2021Updated 5 years ago
- Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning [Accepted at ICML 2023]☆15Mar 31, 2024Updated 2 years ago
- The source code for "Federated Vision-Language-Recommendation with Personalized Fusion"☆13Mar 7, 2026Updated 7 months ago
- ☆18Oct 12, 2023Updated 3 years ago
- [ICLR 2025] Official implementation for "Bad-PFL: EXPLORING BACKDOOR ATTACKS AGAINST PERSONALIZED FEDERATED LEARNING"☆17Feb 14, 2025Updated last year
- ☆10Mar 21, 2024Updated 2 years ago
- The implement of FedCyBGD☆12Jul 19, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆160Jan 21, 2026Updated 9 months ago
- The core code for our paper "Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning".☆23Dec 25, 2023Updated 2 years ago
- ☆33Feb 10, 2023Updated 3 years ago
- Federated principal component analysis (FPCA) is my master thesis, which aims to adapt PCA in a federated learning setting. The technique…☆12Apr 5, 2024Updated 2 years ago
- implementation of federated neural collaborative filtering algorithm☆10Jul 18, 2023Updated 3 years ago
- [ICLR 2024] "Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting"☆12Feb 22, 2024Updated 2 years ago
- A Toolbox for MultiModal Recommendation. Integrating 10+ Models...☆704Jul 14, 2026Updated 3 months ago