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awesome-graph-neural-networks

Paper Lists for Graph Neural Networks

caai-bdsc2023-task2-rank2

天池CAAI-BDSC2023社交图谱链接预测任务二：社交图谱动态链接预测rank2方案。开源组织：成都数之联科技股份有限公司。CAAI-BDSC2023 Social Graph Link Prediction Task 2: Social Graph Dynamic Link Prediction, rank 2 solution. Open-source organization: Chengdu Shuzhilian Technology Co., Ltd.

caai-bdsc2023_task2_linkpred

CAAI-BDSC2023_Task2 社交图谱动态链接预测

caai_bdsc_task1_baseline

Baseline for CAAI BDSC Task 1 "Few-shot Event Link Prediction on Social Knowledge Graph“

crs

The codes and data for paper "Effective link prediction based on community relationship strength. IEEE Access, 2019."

dlp-lrn

emlp

Code for "Link Prediction in Multiplex Networks: An Evidence Theory Method"

gnnpapers

Must-read papers on graph neural networks (GNN)

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

knn-gnn

The code for the paper "KNN-GNN: A Powerful Graph Neural Network Enhanced by Aggregating K-Nearest Neighbors in Common Subspace". ".

ljlilzu.github.io

Homepage of Longjie Li

lprais

Code for " Link prediction in multiplex networks using a novel multiple-attribute decision-making approach. Knowledge-Based Systems, 2021, 219, 106904."

multisup

Code for the paper "Supervised link prediction in multiplex networks. Knowledge-Based Systems, 203, 2020".

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch