Discover ChandlerBang/awesome-graph-reduction Open Source project

Stars
61
Rank 497,051 (Top 10 %)
Language
Created about 1 year ago
Updated 8 months ago

ChandlerBang

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.

awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

Python

1,542

awesome-graph-attack-papers

Adversarial attacks and defenses on Graph Neural Networks.

363

Pro-GNN

Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"

Python

278

GCond

[ICLR'22] [KDD'22] [IJCAI'24] Implementation of "Graph Condensation for Graph Neural Networks"

Python

115

SelfTask-GNN

Implementation of paper "Self-supervised Learning on Graphs:Deep Insights and New Directions"

Python

Movie-QA-System

基于知识图谱的电影问答系统。 This is a simple question answering and recommender system on movies (based on Knowledge Graph).

Python

SimP-GCN

Implementation of the WSDM 2021 paper "Node Similarity Preserving Graph Convolutional Networks"

Python

GTrans

[ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"

Python

DeCorr

[KDD 2022] Implementation of "Feature Overcorrelation in Deep Graph Neural Networks: A New Perspective"

Python

AutoSSL

[ICLR 2022] Implementation of paper "Automated Self-Supervised Learning for Graphs"

Python

pytorch-gnn-meta-attack

Pytorch implementation of gnn meta attack (mettack). Paper title: Adversarial Attacks on Graph Neural Networks via Meta Learning.

Python

ChandlerBang.github.io

Personal website

CSS

Simple-SearchEngine

A simple search engine used for fulltext retrieval, implemented by Python.

Python

ChandlerBang/awesome-graph-reduction

ChandlerBang

Reviews

Repository Details

More Repositories