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@BUPT-GAMMA

BUPT GAMMA Lab

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

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  1. OpenHGNN OpenHGNN Public

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

    Python 881 147

  2. OpenHINE OpenHINE Public

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

    Python 322 50

  3. HGAT HGAT Public

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

    Python 259 44

  4. GFMPapers GFMPapers Public

    Must-read papers on graph foundation models (GFMs)

    282 24

  5. GammaGL GammaGL Public

    A multi-backend graph learning library.

    Python 223 77

  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 20

Repositories

Showing 10 of 101 repositories
  • LMCH Public

    The source code of Harnessing Language Model for Cross-Heterogeneity Graph Knowledge Transfer.

    BUPT-GAMMA/LMCH’s past year of commit activity
    Python 0 0 0 0 Updated Dec 29, 2024
  • GFMPapers Public

    Must-read papers on graph foundation models (GFMs)

    BUPT-GAMMA/GFMPapers’s past year of commit activity
    282 MIT 24 0 0 Updated Dec 24, 2024
  • GammaGL Public

    A multi-backend graph learning library.

    BUPT-GAMMA/GammaGL’s past year of commit activity
    Python 223 Apache-2.0 77 0 12 Updated Dec 19, 2024
  • LLM4RGNN Public Forked from zhongjian-zhang/LLM4RGNN

    A PyTorch implementation of "Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?" (KDD 2025)

    BUPT-GAMMA/LLM4RGNN’s past year of commit activity
    Python 0 2 0 0 Updated Dec 18, 2024
  • TAN Public

    source code of CIKM 2021 paper "Neural Information Diffusion Prediction withTopic-Aware Attention Network"

    BUPT-GAMMA/TAN’s past year of commit activity
    Python 5 7 4 0 Updated Dec 16, 2024
  • GraphTeam Public

    Official Repository of "GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration".

    BUPT-GAMMA/GraphTeam’s past year of commit activity
    Python 24 MIT 0 0 0 Updated Dec 12, 2024
  • 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 881 Apache-2.0 147 5 3 Updated Dec 7, 2024
  • ProGraph Public

    Official Repository of "Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models". NeurIPS 2024

    BUPT-GAMMA/ProGraph’s past year of commit activity
    Python 17 1 0 0 Updated Nov 16, 2024
  • PolarGate Public
    BUPT-GAMMA/PolarGate’s past year of commit activity
    Python 8 0 0 0 Updated Oct 8, 2024
  • GraphPAR Public

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

    BUPT-GAMMA/GraphPAR’s past year of commit activity
    Python 2 2 0 0 Updated Oct 1, 2024

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