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@BUPT-GAMMA

BUPT GAMMA Lab

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

Pinned

  1. OpenHGNN OpenHGNN Public

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

    Python 795 134

  2. OpenHINE OpenHINE Public

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

    Python 312 50

  3. HGAT HGAT Public

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

    Python 248 42

  4. GammaGL GammaGL Public

    A multi-backend graph learning library.

    Python 200 68

  5. GFMPapers GFMPapers Public

    Must-read papers on graph foundation models (GFMs)

    184 20

  6. 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

Showing 10 of 91 repositories
  • GammaGL Public

    A multi-backend graph learning library.

    Python 200 Apache-2.0 68 0 11 Updated May 23, 2024
  • GDEM Public

    Implementation of ICML'24 Paper "Graph Distillation with Eigenbasis Matching"

    Python 0 0 0 0 Updated May 21, 2024
  • GFMPapers Public

    Must-read papers on graph foundation models (GFMs)

    184 MIT 20 1 0 Updated May 19, 2024
  • OpenHGNN Public

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

    Python 795 Apache-2.0 134 4 11 Updated May 9, 2024
  • IGM Public

    source code of AAAI 2024 paper "Graph Invariant Learning with Subgraph Co-mixup for Out-Of-Distribution Generalization".

    Python 10 1 0 0 Updated Apr 29, 2024
  • SATGL Public
    0 0 0 0 Updated Apr 10, 2024
  • DCGC Public

    Calibrating Graph Neural Networks from a Data-centric Perspective

    Python 0 0 0 0 Updated Apr 1, 2024
  • GCIL Public

    Code for AAAI-2024 paper: Graph Contrastive Invariant Learning from the Causal Perspective

    Python 12 Apache-2.0 0 2 0 Updated Mar 11, 2024
  • GraphPAR Public

    A PyTorch implementation of "Endowing Pre-trained Graph Models with Provable Fairness" (WWW 2024)

    Python 1 0 0 0 Updated Mar 4, 2024
  • FairSIN Public

    Code for paper FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization

    Python 3 0 0 0 Updated Mar 4, 2024

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