Chenglu0426 / FairGraphFL
The official code for the paper 'Towards Fair Graph Federated Learning via Incentive Mechanisms'
☆14Updated 10 months ago
Alternatives and similar repositories for FairGraphFL:
Users that are interested in FairGraphFL are comparing it to the libraries listed below
- [AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing☆62Updated 2 years ago
- Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in …☆36Updated 10 months ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆48Updated 3 months ago
- IJCAI-Personalized Federated Learning with Graph☆51Updated last year
- This is an official implementation for the ICLR2023 paper "The Best of Both Worlds: Accurate Global and Personalized Models through Feder…☆16Updated 3 weeks ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆83Updated last month
- Track Federated Learning Papers☆27Updated this week
- 基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型☆62Updated 4 years ago
- ☆74Updated 4 years ago
- Code for paper - Stochastic Clustered Federated Learning☆10Updated 11 months ago
- For distributed machine learning☆28Updated 3 weeks ago
- ☆62Updated last year
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆63Updated last year
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆77Updated 2 years ago
- This repo implements FedU, a multitask learning framework for federated learning☆27Updated 2 years ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆51Updated 10 months ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆146Updated 2 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆47Updated last year
- Official Code for FedGCN [NeurIPS 2023]☆62Updated 2 months ago
- ☆30Updated 2 years ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆127Updated 4 months ago
- ☆23Updated 2 years ago
- ☆60Updated 5 months ago
- 此项目为论文《FedServing: A Federated Prediction Serving Framework Based on Incentive Mechanism》的验证项目。基于 intel SGX ,实现将各个不同模型的推测结果在可信硬件中使用 truth…☆17Updated last year
- ☆11Updated 3 years ago
- Codes for FedKD☆55Updated 2 years ago
- VeryFL is an experimental federated leraning framework embedded with blockchain☆99Updated 2 months ago
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆15Updated 2 years ago
- ☆33Updated 3 years ago
- Research code that accompanies the paper FedCL: Federated Multi-Phase Curriculum Learning to Synchronously Correlate User Heterogeneity.☆21Updated last year