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2019-graphneuralnetworkspaperlist

Graph Neural Networks Paper List of 2019 Conferences

advt4ne_www2019

Adversarial Training Methods for Network Embedding, WWW2019.

attentionwalk

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

awesome-dynamic-graph-representaiton-learning-papers

A collection of dynamic graph representation learning papers

awesome-dynamic-network-embedding

dynamic/temporal network embedding

awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities.

awesome-gnn-recommendation

Graph Neural Network

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-graph-neural-networks

Paper Lists for Graph Neural Networks

awesome-network-embedding

A curated list of network embedding techniques.

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-utils

一行代码使用BERT生成句向量，BERT做文本分类、文本相似度计算

bfs-ctc

北京森林工作室汉语句义结构标注语料库-(Beijing Forest Studio – Chinese Tagged Corpus)

burstgraph

capsgnn

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

chimera-stf

Reference implementation of the Chimera STF model (ECML-PKDD 2018)

cidan

TBA

communitygan

A tensorflow implementation of CommunityGAN (Community Detection with Generative Adversarial Nets)

cs-gnn

Measuring and Improving the Use of Graph Information in Graph Neural Networks

ctdne

Implementation of the CTDNE algorithm.

deeplearning

深度学习入门教程&&优秀文章&&Deep Learning Tutorial

deeplearningcoursecodes

Notes, Codes, and Tutorials for the Deep Learning Course <which I taught at ChinaHadoop>

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dhgnn

DHGNN source code for IJCAI19 paper: "Dynamic Hypergraph Neural Networks"

diffusiongan

Network Embedding for Diffusion Prediction with Generative Adversarial Nets

dynamic-graph-dataset

Dynamic graph/network dataset for dynamic graph/network embedding/representation

dynamic-graph-embedding-method

dynamic graph/network embedding/representation methods

dynamic-kg

Dynamic (Temporal) Knowledge Graph Completion (Reasoning)