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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 798 134

  2. OpenHINE OpenHINE Public

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

    Python 311 50

  3. HGAT HGAT Public

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

    Python 248 43

  4. GammaGL GammaGL Public

    A multi-backend graph learning library.

    Python 202 71

  5. GFMPapers GFMPapers Public

    Must-read papers on graph foundation models (GFMs)

    187 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 94 repositories
  • GammaGL Public

    A multi-backend graph learning library.

    Python 202 Apache-2.0 71 0 12 Updated Jun 7, 2024
  • PHGT Public
    Python 0 0 0 0 Updated Jun 3, 2024
  • SATGL Public
    Python 0 1 0 0 Updated Jun 2, 2024
  • GFMPapers Public

    Must-read papers on graph foundation models (GFMs)

    187 MIT 20 1 0 Updated May 30, 2024
  • CoBFormer Public

    Implementation of ICML'24 Paper "Less is More: on the Over-Globalizing Problem in Graph Transformers"

    Python 1 0 0 0 Updated May 29, 2024
  • GDEM Public

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

    Python 1 0 0 0 Updated May 21, 2024
  • OpenHGNN Public

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

    Python 798 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
  • GraphTranslator Public Forked from alibaba/GraphTranslator

    GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks

    Python 0 BSD-3-Clause 10 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

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