marlin-github's repositories
AAAI21-GAug
Implementation for AAAI'21 paper: Data Augmentation for Graph Neural Networks
Awesome-VAEs
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
CTGCN
k-core based Temporal Graph Convolutional Network for Dynamic Graphs
daily-arxiv-noti
Daily arxiv notification with pre-defined keywords
dgl
graph learning based on dgl
Differentiable-Frechet-Mean
[ICML 2020] Differentiating through the Fréchet Mean (https://arxiv.org/abs/2003.00335).
DiGCN
Implement of DiGCN, NeurIPS-2020
distance-encoding
Distance Encoding for GNN Design
gcn
gcn code
geoopt
Riemannian Adaptive Optimization Methods with pytorch optim
GRACE
[GRL+ @ ICML 2020] PyTorch implementation for "Deep Graph Contrastive Representation Learning" (https://arxiv.org/abs/2006.04131v2)
GraphSmote
Pytorch implementation of paper 'GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks' to appear on WSDM2021
GXN
Graph Cross Network
hyperbolic_alignment
This repo contains a base implementation for aligning hyperbolic representations using an Optimal Transport-based approach.
ICLR-19-gnn-meta-attack
Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".
KDD2020-AGE
Source code and dataset for KDD 2020 paper "Adaptive Graph Encoder for Attributed Graph Embedding"
KDD2020-AM-GCN
AM-GCN: Adaptive Multi-channel Graph Convolutional Networks
moco_align_uniform
MoCo with Alignment and Uniformity Loss.
NeurIPS20-GRAND
Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"
opl
Orthogonal Projection Loss
SEAL_OGB
An open-source implementation of SEAL for link prediction in open graph benchmark (OGB) datasets.
SelfSAGCN
SelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network
sgc
Detailed parameter settings
StemGNN
Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting
SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)