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    99 repositories

    • ProGraph

      Public
      Official Repository of "Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models". NeurIPS 2024
      Python
      •1•12•0•0•Updated Nov 16, 2024Nov 16, 2024

    • GammaGL

      Public
      A multi-backend graph learning library.
      graphframework-agnosticpaddlepaddlemindsporetensorlayerxdeep-learningtensorflowpytorch
      Python
      •
      Apache License 2.0
      •74•219•0•10•Updated Nov 15, 2024Nov 15, 2024

    • OpenHGNN

      Public
      This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.
      pytorchheterogeneousgraph-neural-networksdgl
      Python
      •
      Apache License 2.0
      •143•867•5•3•Updated Nov 14, 2024Nov 14, 2024

    • GraphTeam

      Public
      Official Repository of "GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration".
      Python
      •
      MIT License
      •0•13•0•0•Updated Oct 29, 2024Oct 29, 2024

    • PolarGate

      Public
      Python
      •0•7•0•0•Updated Oct 8, 2024Oct 8, 2024

    • GraphPAR

      Public
      A PyTorch implementation of "Endowing Pre-trained Graph Models with Provable Fairness" (WWW 2024)
      Python
      •1•2•0•0•Updated Oct 1, 2024Oct 1, 2024

    • FatraGNN

      Public
      Python
      •
      MIT License
      •0•1•0•0•Updated Sep 23, 2024Sep 23, 2024

    • FairSIN

      Public
      Code for paper FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization
      Python
      •0•3•0•0•Updated Aug 16, 2024Aug 16, 2024

    • CusGNN

      Public
      Python
      •0•0•0•0•Updated Aug 14, 2024Aug 14, 2024

    • PHGT

      Public
      Python
      •1•2•0•0•Updated Jul 16, 2024Jul 16, 2024

    • GFMPapers

      Public
      Must-read papers on graph foundation models (GFMs)
      MIT License
      •23•269•0•0•Updated Jul 6, 2024Jul 6, 2024

    • SATGL

      Public
      Python
      •2•2•2•0•Updated Jun 2, 2024Jun 2, 2024

    • CoBFormer

      Public
      Implementation of ICML'24 Paper "Less is More: on the Over-Globalizing Problem in Graph Transformers"
      Python
      •0•2•0•0•Updated May 29, 2024May 29, 2024

    • GDEM

      Public
      Implementation of ICML'24 Paper "Graph Distillation with Eigenbasis Matching"
      Python
      •0•2•0•0•Updated May 21, 2024May 21, 2024

    • IGM

      Public
      source code of AAAI 2024 paper "Graph Invariant Learning with Subgraph Co-mixup for Out-Of-Distribution Generalization".
      Python
      •1•11•0•0•Updated Apr 29, 2024Apr 29, 2024

    • Advancing-Molecule-Invariant-Representation-via-Privileged-Substructure-Identification

      Public
      Source code for KDD 2024 paper "Advancing Molecule Invariant Representation via Privileged Substructure Identification"
      Python
      •0•7•2•0•Updated Apr 11, 2024Apr 11, 2024

    • GraphTranslator

      Public
      GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •14•0•0•0•Updated Apr 10, 2024Apr 10, 2024

    • DCGC

      Public
      Calibrating Graph Neural Networks from a Data-centric Perspective
      Python
      •1•2•0•0•Updated Apr 1, 2024Apr 1, 2024

    • GCIL

      Public
      Code for AAAI-2024 paper: Graph Contrastive Invariant Learning from the Causal Perspective
      Python
      •
      Apache License 2.0
      •0•23•3•0•Updated Mar 11, 2024Mar 11, 2024

    • FedHGNN

      Public
      The source code of FedHGNN
      Python
      •
      MIT License
      •1•6•1•0•Updated Feb 29, 2024Feb 29, 2024

    • HiD-Net

      Public
      Python
      •1•3•1•0•Updated Jan 30, 2024Jan 30, 2024

    • CITGNN

      Public
      Python
      •0•10•0•0•Updated Dec 26, 2023Dec 26, 2023

    • POT-GCL

      Public
      Python
      •
      MIT License
      •0•2•0•0•Updated Nov 1, 2023Nov 1, 2023

    • HDE

      Public
      Python
      •3•6•0•0•Updated Oct 17, 2023Oct 17, 2023

    • RGCF

      Public
      Python
      •0•1•0•0•Updated Sep 11, 2023Sep 11, 2023

    • AAGOD

      Public
      Python
      •0•15•6•0•Updated Sep 10, 2023Sep 10, 2023

    • NDS

      Public
      0•0•2•0•Updated Aug 17, 2023Aug 17, 2023

    • hgbi

      Public
      Python
      •2•3•1•0•Updated Aug 10, 2023Aug 10, 2023

    • MiBTack

      Public
      Mengmei Zhang, Xiao Wang, Chuan Shi, Lingjuan Lyu, Tianchi Yang, Junping Du. Topology Attacks with Minimum Budget against Graph Neural Networks. WWW 2023.
      Python
      •0•2•1•0•Updated Jun 10, 2023Jun 10, 2023

    • DR-GST

      Public
      Python
      •
      MIT License
      •1•6•1•0•Updated May 14, 2023May 14, 2023