Crystal's repositories
E-GraphSAGE
A PyTorch implementation of of E-GraphSAGE.
Graph-Embeddding
Reimplementation of Graph Embedding methods by Pytorch.
GraphENS
GraphENS: Neighbor-Aware Ego Network Synthesis for Class-Imbalanced Node Classification (ICLR'22)
GAT
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
Attention-Aware-Capsule-GAN
Official Tensorflow implementation of Self-Attention Generative Adversarial Capsule Networks
ARGA
This is a TensorFlow implementation of the Adversarially Regularized Graph Autoencoder(ARGA) model as described in our paper: Pan, S., Hu, R., Long, G., Jiang, J., Yao, L., & Zhang, C. (2018). Adversarially Regularized Graph Autoencoder for Graph Embedding, [https://www.ijcai.org/proceedings/2018/0362.pdf].
CKD
Code for The Web Conference 2022 Paper "Collaborative Knowledge Distillation for Heterogeneous Information Network Embedding"
alp-baselines
Baselines for anchor link prediction (including MNA, PALE, IONE, FINAL, FRUI-P, CROSSMNA, REGAL, HYDRA, STUL)
gnn-model-explainer
gnn explainer
IT_book
本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）
classifier-balancing
This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 2020
E-ResGAT
The pytorch implementation of E-GraphSAGE and E-ResGAT, two solutions for intrusion detection.
ReNode
Code for Neurips2021 Paper "Topology-Imbalance Learning for Semi-Supervised Node Classification".
Tail-GNN
Tail-GNN: Tail-Node Graph Neural Networks
Deep-Learning-with-TensorFlow-book
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
dgpn
Source code and dataset for KDD 2021 paper: Zero-shot Node Classification with Decomposed Graph Prototype Network.
RECT
This is the source code of "Network Embedding with Completely-Imbalanced Labels". TKDE2020
GraphSAGE-Cora-Citeseer-Pubmed
这是GraphSAGE模型在Cora、Citeseer、Pubmed数据集上的复现代码。语言：PyTorch
awesome-network-embedding
A curated list of network embedding techniques.
MT-MVGCN
source code for TNNLS paper "Multi-Task Representation Learning with Multi-View Graph Convolutional Networks"