Layer-stacked Attention for Heterogeneous Graph Embedding

Implementation for "Global heterogeneous graph convolutional network: from coarse to refined land cover and land use segmentation"

Implementation of Relational Graph Attention operator for heterogeneous graphs in PyTorch

Developed an API which leverages graph-based cross domain ranking , community detection to make recommendations from a heterogeneous graph ecosystems.

Relational Deep Learning and Explainability of Graph Neural Network

A Deep Graph Library Custom HeteroGraph implementation of the LFM1b dataset

An explainable inductive learning model on gene regulatory and toxicogenomic knowledge graph (under development...)

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

Code for paper "PGRA: Projected Graph Relation-Feature Attention Network for Heterogeneous Information Network Embedding", Information Sciences. 2021.

Transfer Learning within a Heterogeneous Graph

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

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

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

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

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

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

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

This repo is for source code of SDM 2023 paper "Heterogeneous Graph Contrastive Multi-view Learning".

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