BUPT GAMMA Lab

Graph dAta Mining and MAchine learning Lab at Beijing University of Posts and Telecommunications

263 followers
No.3 Teaching Building, Beijing University of Posts and Telecommunications
http://shichuan.org

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OpenHGNN OpenHGNN Public

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

Python 821 140
OpenHINE OpenHINE Public

An Open-Source Toolkit for Heterogeneous Information Network Embedding (HINE)

Python 313 50
HGAT HGAT Public

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

Python 251 44
GFMPapers GFMPapers Public

Must-read papers on graph foundation models (GFMs)

226 20
GammaGL GammaGL Public

A multi-backend graph learning library.

Python 207 73
CPF CPF Public

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

Python 73 22

Repositories

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

BUPT-GAMMA/OpenHGNN’s past year of commit activity

Python 821 Apache-2.0 140 4 7 Updated Jul 18, 2024
PolarGate Public

BUPT-GAMMA/PolarGate’s past year of commit activity

0 0 0 0 Updated Jul 18, 2024
GammaGL Public
A multi-backend graph learning library.

BUPT-GAMMA/GammaGL’s past year of commit activity

Python 207 Apache-2.0 73 0 9 Updated Jul 18, 2024
FairSIN Public
Code for paper FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization

BUPT-GAMMA/FairSIN’s past year of commit activity

Python 3 0 0 0 Updated Jul 18, 2024
PHGT Public

BUPT-GAMMA/PHGT’s past year of commit activity

Python 0 0 0 0 Updated Jul 16, 2024
GFMPapers Public
Must-read papers on graph foundation models (GFMs)

BUPT-GAMMA/GFMPapers’s past year of commit activity

226 MIT 20 0 0 Updated Jul 6, 2024
CusGNN Public

BUPT-GAMMA/CusGNN’s past year of commit activity

0 0 0 0 Updated Jun 14, 2024
SATGL Public

BUPT-GAMMA/SATGL’s past year of commit activity

Python 0 1 0 0 Updated Jun 2, 2024
CoBFormer Public
Implementation of ICML'24 Paper "Less is More: on the Over-Globalizing Problem in Graph Transformers"

BUPT-GAMMA/CoBFormer’s past year of commit activity

Python 1 0 0 0 Updated May 29, 2024
GDEM Public
Implementation of ICML'24 Paper "Graph Distillation with Eigenbasis Matching"

BUPT-GAMMA/GDEM’s past year of commit activity

Python 2 0 0 0 Updated May 21, 2024