CQCQCQY

scnuthesis

符合华南师范大学硕士/博士学位论文格式要求的LaTeX模板。

FL-bench

Benchmark of federated learning. Dedicated to the community. 🤗

PFLlib

We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study

GFKD

The implementation for the work "Graph-Free Knowledge Distillation for Graph Neural Networks".

G2SD

FRSKD

Official implementation for (Refine Myself by Teaching Myself : Feature Refinement via Self-Knowledge Distillation, CVPR-2021)

Self-KD

Online Teaching Yourself: An Self-Knowledge Distillation Approach to Action Recognition

Graph-based-Knowledge-Distillation

Graph based Knowledge Distillation: A Survey

FedGen

Code and data accompanying the FedGen paper

CPF

The official code of WWW2021 paper: Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework

Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

graph_kd

Graph Knowledge Distillation

DistillGCN.PyTorch

Source code for "Distilling Knowledge From Graph Convolutional Networks", CVPR'20

GKD

The official implementation for "Geometric Knowledge Distillation: Topology Compression for Graph Neural Networks" which is accepted to NeurIPS 2022.

Awesome-Dataset-Distillation

A curated list of awesome papers on dataset distillation and related applications.

SDA-FC

OTGNet

[ICLR 2023 Oral] Towards Open Temporal Graph Neural Networks

TopologicalPool

FedSoft

Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"

research

pFL-APPLE

This repository contains the code for the paper accepted by IJCAI-2022: Adapt to Adaptation: Learning Personalization for Cross-Silo Federated Learning.

Graph-Fraudster

FedGCN

Official Code for FedGCN [NeurIPS 2023]

FedCLS

[ICLR2023] Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.00226)

WirelessFL-PDG

SpreadGNN

SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.

HoscPool

Higher-order clustering and pooling for GNNs

SFL-Structural-Federated-Learning

IJCAI-Personalized Federated Learning with Graph

GMT

Official Code Repository for the paper "Accurate Learning of Graph Representations with Graph Multiset Pooling" (ICLR 2021)

SPGRL