Chung-ju / Federated-learning-papers
Papers related to federated learning in top conferences (2020-2024).
☆68Updated 5 months ago
Alternatives and similar repositories for Federated-learning-papers:
Users that are interested in Federated-learning-papers are comparing it to the libraries listed below
- ☆54Updated 3 years ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆84Updated 2 years ago
- ☆33Updated 3 years ago
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆69Updated 2 years ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆85Updated last year
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆62Updated 6 months ago
- Simplified Implementation of FedPAC☆53Updated last year
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆139Updated 2 years ago
- ☆25Updated last year
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆145Updated 2 years ago
- ☆61Updated last year
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆91Updated last week
- For distributed machine learning☆28Updated last week
- ☆74Updated 3 years ago
- ☆155Updated 2 years ago
- ☆38Updated 3 years ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆82Updated last month
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆39Updated 3 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆47Updated last year
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆76Updated 2 years ago
- ☆54Updated 2 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆113Updated 4 years ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆43Updated last year
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆51Updated 9 months ago
- Diverse Client Selection for Federated Learning via Submodular Maximization☆29Updated 2 years ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆82Updated 2 years ago
- 基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型☆62Updated 4 years ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆122Updated last year
- Code for ScaleFL☆32Updated last year
- The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clien…☆75Updated 2 years ago