abbottyanginchina / Awesome-Federated-UnlearningLinks
Awesome Federated Unlearning (FU) Papers (Continually Update)
☆101Updated 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).☆70Updated last year
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆137Updated this week
- Simplified Implementation of FedPAC☆60Updated last year
- Code implementation of the paper "Federated Unlearning: How to Efficiently Erase a Client in FL?" published at UpML (part of ICML 2022)☆42Updated last month
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆163Updated 10 months ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆89Updated 2 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆165Updated 3 years ago
- Official PyTorch implementation of DENSE (NeurIPS 2022)☆30Updated 2 years ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆65Updated last year
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆148Updated 3 years ago
- ☆161Updated 2 years ago
- An Empirical Study of Federated Unlearning: Efficiency and Effectiveness (Accepted Conference Track Papers at ACML 2023)☆17Updated 2 years ago
- For distributed machine learning☆29Updated last month
- [KDD 2023] FedMultimodal☆117Updated 5 months ago
- ☆33Updated 3 years ago
- ☆23Updated 3 years ago
- Codes for FedKD☆60Updated 3 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆291Updated 3 years ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆100Updated 3 months ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆54Updated 2 weeks ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆58Updated 10 months ago
- ☆75Updated 5 years ago
- ☆51Updated 9 months ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆142Updated 11 months ago
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆70Updated 3 years ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆132Updated 2 years ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆64Updated last year
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆71Updated 2 years ago
- Pytorch implementations of some general federated optimization methods.☆46Updated last year
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆68Updated 2 years ago