abbottyanginchina / Awesome-Federated-UnlearningLinks
Awesome Federated Unlearning (FU) Papers (Continually Update)
☆98Updated last year
Alternatives and similar repositories for Awesome-Federated-Unlearning
Users that are interested in Awesome-Federated-Unlearning are comparing it to the libraries listed below
Sorting:
- Papers related to federated learning in top conferences (2020-2024).☆69Updated 11 months ago
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆129Updated 3 months ago
- Code implementation of the paper "Federated Unlearning: How to Efficiently Erase a Client in FL?" published at UpML (part of ICML 2022)☆40Updated this week
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆156Updated 8 months ago
- Simplified Implementation of FedPAC☆60Updated last year
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆87Updated 2 years ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆57Updated last year
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆161Updated 3 years ago
- Official PyTorch implementation of DENSE (NeurIPS 2022)☆30Updated 2 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆146Updated 3 years ago
- An Empirical Study of Federated Unlearning: Efficiency and Effectiveness (Accepted Conference Track Papers at ACML 2023)☆17Updated last year
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆97Updated 2 months ago
- [KDD 2023] FedMultimodal☆115Updated 3 months ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆53Updated 2 years ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆130Updated 2 years ago
- ☆16Updated 8 months ago
- ☆162Updated 2 years ago
- ☆51Updated 8 months ago
- ☆72Updated 10 months ago
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆68Updated 3 years ago
- ☆17Updated last year
- ☆33Updated 3 years ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆83Updated last year
- ☆23Updated 3 years ago
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆70Updated 2 years ago
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆29Updated 2 years ago
- Federated Learning in CVPR2024☆18Updated last year
- This is an official implementation for the ICLR2023 paper "The Best of Both Worlds: Accurate Global and Personalized Models through Feder…☆18Updated 6 months ago
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆68Updated 2 years ago
- ☆177Updated 2 years ago