# pFedGraph

**Repository Path**: he-boxuan/pFedGraph

## Basic Information

- **Project Name**: pFedGraph
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2026-04-22
- **Last Updated**: 2026-05-10

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Personalized Federated Learning with Inferred Collaboration Graphs, ICML2023

**Note:** This repo is still in progress.

## Introduction
This repo is the official implementation of **Personalized Federated Learning with Inferred Collaboration Graphs** ([ICML Link](https://proceedings.mlr.press/v202/ye23b/ye23b.pdf)), which has been accepted by ICML, 2023.

We have open-sourced our codes on three libraries, including Pytorch, TensorFlow, PaddlePaddle, and MindSpore! Please refer to the corresponding sub-folder for detailed README.

## Citation
Please cite our paper if you find the repository helpful.

```
@inproceedings{ye2023personalized,
  title={Personalized federated learning with inferred collaboration graphs},
  author={Ye, Rui and Ni, Zhenyang and Wu, Fangzhao and Chen, Siheng and Wang, Yanfeng},
  booktitle={International conference on machine learning},
  pages={39801--39817},
  year={2023},
  organization={PMLR}
}
```

## Acknowledgement

- [PFLlib repo](https://github.com/TsingZ0/PFL-Non-IID) - Some Pytorch codes are adapted from this repo.
- [@Jingyi Chai](https://github.com/19dx) - Transfer codes from Pytorch to TensorFlow, PaddlePaddle and MindSpore.