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:
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆134Updated 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 3 weeks ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆89Updated 2 years ago
- Papers related to federated learning in top conferences (2020-2024).☆70Updated 11 months ago
- Simplified Implementation of FedPAC☆60Updated last year
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆159Updated 9 months ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆61Updated last year
- Official PyTorch implementation of DENSE (NeurIPS 2022)☆30Updated 2 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆54Updated 2 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆162Updated 3 years ago
- ☆33Updated 3 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆147Updated 3 years ago
- For distributed machine learning☆29Updated 3 weeks ago
- An Empirical Study of Federated Unlearning: Efficiency and Effectiveness (Accepted Conference Track Papers at ACML 2023)☆17Updated 2 years ago
- ☆16Updated 8 months ago
- ☆24Updated last year
- ☆75Updated 11 months ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆131Updated 2 years ago
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆39Updated 2 years ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆84Updated last year
- ☆161Updated 2 years ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆98Updated 2 months ago
- [KDD 2023] FedMultimodal☆116Updated 4 months ago
- ☆40Updated last year
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆58Updated 9 months ago
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆70Updated 3 years ago
- Federated Learning in CVPR2024☆18Updated last year
- Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…☆94Updated 3 years ago
- ☆178Updated 2 years ago
- ☆15Updated 4 years ago