Pinned Repositories
2020codecraft
2020华为软挑初赛粤港澳赛区第一，复赛粤港澳赛区A榜第一解决方案
ARGNP
Pytorch Implementation of Automatic Relation-aware Graph Network Proliferation (CVPR2022 Oral)
awesome-auto-graph-learning
A paper collection about automated graph learning
awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
benchmarking-gnns
Repository for benchmarking graph neural networks
bgrl
PyTorch implementation of BGRL (https://arxiv.org/abs/2102.06514)
CertifyGNN
Source code of "Certified Robustness of Graph Neural Networks against Adversarial Structural Perturbation""
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
gcn
Implementation of Graph Convolutional Networks in TensorFlow
git_practice
songshuhan's Repositories
songshuhan/2020codecraft
2020华为软挑初赛粤港澳赛区第一，复赛粤港澳赛区A榜第一解决方案
songshuhan/ARGNP
Pytorch Implementation of Automatic Relation-aware Graph Network Proliferation (CVPR2022 Oral)
songshuhan/awesome-auto-graph-learning
A paper collection about automated graph learning
songshuhan/awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
songshuhan/benchmarking-gnns
Repository for benchmarking graph neural networks
songshuhan/bgrl
PyTorch implementation of BGRL (https://arxiv.org/abs/2102.06514)
songshuhan/CertifyGNN
Source code of "Certified Robustness of Graph Neural Networks against Adversarial Structural Perturbation""
songshuhan/dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
songshuhan/gcn
Implementation of Graph Convolutional Networks in TensorFlow
songshuhan/git_practice
songshuhan/GNN_ATTACK
songshuhan/Graph-Adversarial-Learning
A curated collection of adversarial attack and defense on graph data.
songshuhan/graph-adversarial-learning-literature
A curated list of adversarial attacks and defenses papers on graph-structured data.
songshuhan/Graph-Neural-Networks-With-Heterophily
This repository contains the resources on graph neural network (GNN) considering heterophily.
songshuhan/GraphMAE
GraphMAE: Self-Supervised Masked Graph Autoencoders in KDD'22
songshuhan/GraphMAE2
GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner in WWW'23
songshuhan/GraphSaint
The dgl implementation of GraphSaint
songshuhan/grb
Graph Robustness Benchmark: A scalable, unified, modular, and reproducible benchmark for evaluating the adversarial robustness of Graph Machine Learning.
songshuhan/MaskGAE
songshuhan/MedianGCN
songshuhan/nettack
Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".
songshuhan/pyGAT
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
songshuhan/RoHe
songshuhan/S2GAE
songshuhan/Shift-Robust-GNNs
"Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training Data" (NeurIPS 21')
songshuhan/Single-Path-One-Shot-NAS
SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.
songshuhan/songshuhan.github.io
songshuhan/STRG
The codes of the paper---Revisiting Graph Adversarial Attack and Defense From a Data Distribution Perspective