BUPT GAMMA Lab

This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.

BUPT-GAMMA

A multi-backend graph learning library.

BUPT-GAMMA

Source code for AAAI 2020 paper "Multi-Component Graph Convolutional Collaborative Filtering"

BUPT-GAMMA

Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge (ACL 2021)

BUPT-GAMMA

Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)

BUPT-GAMMA

Co-clustering Interactions via Attentive Hypergraph Neural Network (SIGIR 2022)

BUPT-GAMMA

The official code of WWW2021 paper: Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework

BUPT-GAMMA

source code of IJCAI 2021 paper "Graph Representation with Curriculum Contrastive Learning"

BUPT-GAMMA

Source code for WWW 2021 paper "Graph Structure Estimation Neural Networks"

BUPT-GAMMA

This repo is for source code of KDD 2021 paper "Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning".

BUPT-GAMMA