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    109 repositories

    • CORONA

      Public
      Official code for “CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models”, accepted by SIGIR 2025
      Python
      •1•0•0•0•Updated Apr 30, 2025Apr 30, 2025

    • MoseDTI

      Public
      The official implementation of AAAI25 paper "Blend the Separated: Mixture of Synergistic Experts for Data-Scarcity Drug-Target Interaction Prediction"
      Python
      •
      GNU General Public License v3.0
      •1•7•0•0•Updated Apr 29, 2025Apr 29, 2025

    • GraphPAR

      Public
      A PyTorch implementation of "Endowing Pre-trained Graph Models with Provable Fairness" (WWW 2024)
      Python
      •2•2•0•0•Updated Apr 26, 2025Apr 26, 2025

    • GammaGL

      Public
      A multi-backend graph learning library.
      graphframework-agnosticpaddlepaddlemindsporetensorlayerxdeep-learningtensorflowpytorch
      Python
      •
      Apache License 2.0
      •83•238•0•13•Updated Apr 16, 2025Apr 16, 2025

    • GFMPapers

      Public
      Must-read papers on graph foundation models (GFMs)
      MIT License
      •28•313•0•0•Updated Apr 13, 2025Apr 13, 2025

    • LLM4RGNN

      Public
      A PyTorch implementation of "Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?" (KDD 2025)
      Python
      •7•0•0•0•Updated Apr 6, 2025Apr 6, 2025

    • GraphTeam

      Public
      Official Repository of "GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration".
      Python
      •
      MIT License
      •0•35•1•0•Updated Mar 28, 2025Mar 28, 2025

    • PathRAG

      Public
      Python
      •36•136•8•3•Updated Mar 14, 2025Mar 14, 2025

    • GraphMachineLearning--Examples

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Feb 27, 2025Feb 27, 2025

    • ggfm

      Public
      Pipeline for Graph Foundation Model
      Python
      •
      Apache License 2.0
      •7•2•0•3•Updated Feb 21, 2025Feb 21, 2025

    • ProGraph

      Public
      Official Repository of "Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models". NeurIPS 2024
      Python
      •3•25•0•0•Updated Feb 20, 2025Feb 20, 2025

    • 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
      •152•911•8•5•Updated Jan 24, 2025Jan 24, 2025

    • WideGate

      Public
      0•0•0•0•Updated Jan 15, 2025Jan 15, 2025

    • FedGC

      Public
      Implementation of "Federated Graph Condensation with Information Bottleneck Principles" accepted in AAAI 2025
      Python
      •
      MIT License
      •0•2•0•0•Updated Jan 12, 2025Jan 12, 2025

    • Spattack

      Public
      A PyTorch implementation of "Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective" (AAAI 2025)
      Python
      •1•2•0•0•Updated Jan 8, 2025Jan 8, 2025

    • LMCH

      Public
      The source code of Harnessing Language Model for Cross-Heterogeneity Graph Knowledge Transfer.
      Python
      •0•1•0•0•Updated Dec 29, 2024Dec 29, 2024

    • TAN

      Public
      source code of CIKM 2021 paper "Neural Information Diffusion Prediction withTopic-Aware Attention Network"
      Python
      •6•6•4•0•Updated Dec 16, 2024Dec 16, 2024

    • PolarGate

      Public
      Python
      •2•10•2•0•Updated Oct 8, 2024Oct 8, 2024

    • FatraGNN

      Public
      Python
      •
      MIT License
      •1•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
      •1•3•0•0•Updated Aug 16, 2024Aug 16, 2024

    • CusGNN

      Public
      Python
      •0•0•1•0•Updated Aug 14, 2024Aug 14, 2024

    • PHGT

      Public
      Python
      •1•5•0•0•Updated Jul 16, 2024Jul 16, 2024

    • SATGL

      Public
      Python
      •2•4•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•3•0•0•Updated May 29, 2024May 29, 2024

    • GDEM

      Public
      Implementation of ICML'24 Paper "Graph Distillation with Eigenbasis Matching"
      Python
      •0•3•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•16•1•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•9•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
      •15•2•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•24•3•0•Updated Mar 11, 2024Mar 11, 2024