hongleizhang / LightFR
The source code for the paper "LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization".
☆14Updated last year
Alternatives and similar repositories for LightFR:
Users that are interested in LightFR are comparing it to the libraries listed below
- ☆17Updated 3 years ago
- A collection of research papers on Federated Recommender Systems.☆62Updated 5 months ago
- Code for WWW'22 paper "Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation"☆9Updated 11 months ago
- Unofficial implementation of the algorithm described in the paper Federated Collaborative Filtering for Privacy-Preserving Personalized R…☆15Updated 3 years ago
- Code for Federated Social Recommendation with Graph Neural Network☆25Updated 2 years ago
- Code for ijcai-23 paper "Dual Personalization on Federated Recommendation"☆25Updated 8 months ago
- Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity…☆36Updated last year
- The Code for "Federated Recommender with Additive Personalization"☆32Updated 10 months ago
- This repository collects the latest research progress of Privacy-Preserving Recommender Systems after 2018.☆29Updated 3 years ago
- SIGIR 2022: Privacy-Preserving Synthetic Data Generation for Recommendation Systems☆9Updated 2 years ago
- Code for paper "ConsisRec: Enhancing GNN for Social Recommendation via Consistent Neighbor Aggregation"☆44Updated 3 years ago
- Papers related to federated learning for recommender system☆32Updated 3 years ago
- code of FedGNN☆88Updated 2 years ago
- Models for social recommendation☆41Updated last year
- The official implementation of "Robust Preference-Guided Denoising for Graph based Social Recommendation" (WWW'23)☆24Updated last year
- This is the model in "A Graphical and Attentional Framework for Dual-Target Cross-Domain Recommendation" (IJCAI2020). GA-DTCDR is an opti…☆72Updated last year
- The python implementation of our "UA-FedRec: Untargeted Attack on Federated News Recommendation" in KDD 2023.☆18Updated 2 years ago
- Model Poisoning Attack to Federated Recommendation☆32Updated 2 years ago
- Data and code of our paper "Privacy-Preserving News Recommendation Model Learning"☆38Updated 2 years ago
- A project for collecting and showing the current research progress of FedRec☆139Updated last year
- Official implementation of the papers "User-controlled federated matrix factorization for recommender systems" and "FedeRank: User Contro…☆17Updated 4 years ago
- Summary of social recommendation papers and codes☆214Updated 2 years ago
- Source code of FedAttack.☆11Updated 3 years ago
- 🔬 [ECML-PKDD'24] This is the source code and baselines of our paper FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signa…☆22Updated 10 months ago
- 推荐系统BPRMF模型的Pytorch实现，基于MovieLens数据集☆10Updated 3 years ago
- Implementation of Representative Group Recommendation Models☆17Updated last year
- A Python library used to collect shilling detection methods and generate simulated attackers. (for academic use)☆58Updated 2 years ago
- Federated Fairness-aware Recommendation☆15Updated 2 years ago
- Correlated Low-rank Structure (CoLR) for Federated Recommendation System☆10Updated 10 months ago
- ☆47Updated 10 months ago