gnn topic
What-I-Have-Read
Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers
Extended-SimGNN
A PyTorch Geometric implementation of SimGNN with some extensions.
ppnp
PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)
CapsGNN
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
datasets
A repository of pretty cool datasets that I collected for network science and machine learning research.
EdMot
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
GCN-with-BERT
Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]
libgrape-lite
🍇 A C++ library for parallel graph processing (GRAPE) 🍇
SEAL-CI
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
graph-learn
An Industrial Graph Neural Network Framework