Heterogeneous Graph Neural Network

Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

Inductive relation prediction by subgraph reasoning, ICML'20

A Large-Scale Company Relation Graph for Investment Industry

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

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

[WSDM'2025] "DiffGraph: Heterogeneous Graph Diffusion Model"

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

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

Heterogeneous Graph Contrastive Multi-view Learning, SDM 23

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

[WSDM'2025] "MixRec: Heterogeneous Graph Collaborative Filtering"

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

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

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

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

Course project of SJTU CS3319: Foundations of Data Science, 2023 spring

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

✨ Implementation of Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning with pytorch and PyG

CIKM'23 paper: Semantic-aware Node Synthesis for Imbalanced Heterogeneous Information Networks