Heterogeneous Graph Neural Network

Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

Inductive relation prediction by subgraph reasoning, ICML'20

[ACL 2021] This is the project containing source codes and pre-trained models about ACL2021 Long Paper ``LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations".

B站GNN教程资料

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

[CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning

3rd place solution of ICDM 2022 Risk Commodities Detection on Large-Scale E-Commence Graphs

Code and data for ECML-PKDD paper "Social Influence Attentive Neural Network for Friend-Enhanced Recommendation"

MANDO is a new heterogeneous graph representation to learn the heterogeneous contract graphs' structures to accurately detect vulnerabilities in smart contract source code at both coarse-grained contract-level and fine-grained line-level.

Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network

MANDO-GURU, a deep graph learning-based tool, aims to accurately detect vulnerabilities in smart contract source code at both coarse-grained contract-level and fine-grained line-level.

REDDA: integrating multiple biological relations to heterogeneous graph neural network for drug-disease association prediction

MilGNet: Deep Multiple Instance Learning on Heterogeneous Graph for Drug-disease Association Prediction

A List of Heterogeneous Neural Network Pappers

Source code for CIKM 2021 paper for Relation-aware Heterogeneous Graph for User Profiling

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

Official implementation of "Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding", IEEE TBD 2023.

A GNN based approach to model player compatibility in Multiplayer Online Battle Arena (MOBA) games like Dota2.