jieweichenpp

vpt

❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119

PFLlib

37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 20 datasets.

GCN

运用图卷积网络对节点分类

gnn4lp

gnn for link prediction，图神经网络用于链接预测。

SAGPool

使用基于自注意力池化机制结合GCN模型实现图分类

CGNN

intelli5

Intelli5`s work of FATE

Awesome-Federated-Machine-Learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

Multiple-Edge-Servers-Federated-Learning

Multiple Edge Servers Assignment for Local Device in Hierarchical Federated Learning

federated-learning-chinese

Asynchronous-Federated-Learning-on-Hierarchical-Clusters

CS525 Group research Paper. A central server uses network topology/clustering algorithm to assign clusters for workers. A special aggregator device is selected to enable hierarchical learning, leads to efficient communication between server and workers, while allowing heterogeneity.

FedLab-benchmarks

Standard federated learning implementations in FedLab and FL benchmarks.

adaptive-federated-learning

Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"

BatchCrypt

GFL

Galaxy Federated Learning Framework （星际联邦学习框架）

Practicing-Federated-Learning

fedavgpy

On the Convergence of FedAvg on Non-IID Data

FedProx

Federated Optimization in Heterogeneous Networks (MLSys '20)

coding-interview-university

A complete computer science study plan to become a software engineer.