A project for collecting and showing the current research progress of FedRec
☆142Oct 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
- 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
- 🔬 [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
- Code for Federated Social Recommendation with Graph Neural Network☆28Nov 22, 2022Updated 3 years ago
- Model Poisoning Attack to Federated Recommendation☆32Apr 23, 2022Updated 3 years ago
- The Code for "Federated Recommender with Additive Personalization"☆40May 28, 2025Updated 9 months ago
- The source code for the paper "LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization".☆18Dec 3, 2023Updated 2 years ago
- Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.☆348Feb 21, 2024Updated 2 years ago
- ☆42Nov 24, 2023Updated 2 years ago
- code of FedGNN☆94May 12, 2022Updated 3 years ago
- Official code for FAccT'21 paper "Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning" https://arxiv.org/abs…☆13Mar 9, 2021Updated 4 years ago
- ☆10Aug 19, 2023Updated 2 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,948Oct 5, 2025Updated 4 months ago
- [KDD'25] Flow Matching for Collaborative Filtering☆20Sep 6, 2025Updated 5 months ago
- ☆47Apr 26, 2024Updated last year
- Codes for SIGIR'22 Paper 'On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation'☆14Mar 22, 2023Updated 2 years ago
- ☆17Mar 26, 2022Updated 3 years ago
- An easy-to-use federated learning platform☆1,510Aug 10, 2024Updated last year
- 🔬 [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
- 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
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- ☆22Sep 6, 2021Updated 4 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,064May 30, 2024Updated last year
- Unofficial implementation of the algorithm described in the paper Federated Collaborative Filtering for Privacy-Preserving Personalized R…☆22Oct 29, 2021Updated 4 years ago
- 🔨 跨域序列推荐（Cross-Domain Sequential Recommendation）的算法工具箱，旨在提供序列推荐、跨域推荐、跨域序列方法的baseline实现。目前本工具箱已包括TiSASRec、CoNet、PINet、MIFN这四种方法的实现。☆27Jun 15, 2023Updated 2 years ago
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆22Feb 21, 2022Updated 4 years ago
- Code for Subgraph Federated Learning with Missing Neighbor Generation (NeurIPS 2021)☆83Dec 10, 2021Updated 4 years ago
- Recommender systems with large language models (Paper list)☆63Nov 20, 2023Updated 2 years ago
- Official code for the paper "Membership Inference Attacks Against Recommender Systems" (ACM CCS 2021)☆20Oct 8, 2024Updated last year
- ☆18Oct 12, 2023Updated 2 years ago
- This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).☆86Dec 9, 2021Updated 4 years ago
- FedSTIL: Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges. (TCSVT'23)☆37Dec 12, 2024Updated last year