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ai_summer

Summary repository for AI Summer 2022

awesome-gnn-privacy

This repository aims to provide links to works about privacy attacks and privacy preservation on graph data with Graph Neural Networks (GNNs).

e-graphsage

A PyTorch implementation of of E-GraphSAGE.

eigenedge

Computing with Eigenvalue Distributions of Large Random Matrices of the Covariance Type

graphsmote

Pytorch implementation of paper 'GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks' to appear on WSDM2021

neo-gnns

Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction

neuralcommonneighbor

pastel

Code for "Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing"

peip

MATLAB code for examples and exercises for the 3rd edition of Parameter Estimation and Inverse Problems

python-for-programming

A repo for python coding with a focus on general programming

pytorch-gnn-tutorial-odsc2021

Repository for GNN tutorial using Pytorch and Pytorch Geometric (PyG) for ODSC 2021

pytorch_geometric_signed_directed

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric.

renode

Code for Neurips2021 Paper "Topology-Imbalance Learning for Semi-Supervised Node Classification".

sgcn

A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

sigat

source code for signed graph attention networks (ICANN2019) & SDGNN (AAAI2021)

signed-network-datasets

staeiou.github.io

Github pages

subgraph-sketching

code for Graph Neural Networks for Link Prediction with Subgraph Sketching https://arxiv.org/abs/2209.15486

ter_aer

topoedge

transfomer

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

xueqic.github.io

Xueqi Cheng's Website