Heterogeneous Graph Neural Network

Representation-Learning-on-Heterogeneous-Graph

Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

Inductive relation prediction by subgraph reasoning, ICML'20

Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"

异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch

毕业设计：基于图神经网络的异构图表示学习和推荐算法研究

TigerLily: Finding drug interactions in silico with the Graph.

A Large-Scale Company Relation Graph for Investment Industry

Algorithmic trading using heterogeneous graph neural network and reinforcement learning, pre-alpha

[EMNLP 2021] Code for our EMNLP 2021 paper “Heterogeneous Graph Neural Networks for Keyphrase Generation”

Transfer Learning within a Heterogeneous Graph

Source code for HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. SIGIR 2022.

GripNet: Graph Information Propagation on Supergraph for Heterogeneous Graphs (PatternRecognit, 2023)

[Recsys'2023] "RCL: Multi-Relational Contrastive Learning for Recommendation"

[ICASSP 2023] HeMI: Global and Nodal Mutual Information Maximization in Heterogeneous Graphs

This repo is for source code of Expert Systems with Applications paper "SR-HGN: Semantic-and Relation-Aware Heterogeneous Graph Neural Network".

Implementation for "CNN-Enhanced Heterogeneous Graph Convolutional Network: Inferring Land Use from Land Cover with a Case Study of Park Segmentation"

SI-HDGNN: Heterogeneous Dynamical Academic Network for Scientific Impact Propagation Learning

[ICDE'23] "DGNN: Disentangled Graph Social Recommendation"