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    • A Graph-Centric Framework for Orchestrating Multi-Agent Systems with Vibe Graphing.
      Python
      Apache License 2.0
      5138000Updated May 1, 2026May 1, 2026
    • CGBridge

      Public
      CGBridge: Bridging Code Graphs and Large Language Models for Better Structure-Aware Code Understanding
      Python
      0100Updated Apr 25, 2026Apr 25, 2026
    • 0700Updated Apr 22, 2026Apr 22, 2026
    • PEFGL

      Public
      Python
      0000Updated Apr 7, 2026Apr 7, 2026
    • DGP

      Public
      Python
      0200Updated Apr 2, 2026Apr 2, 2026
    • GammaGL

      Public
      A multi-backend graph learning library.
      Python
      Apache License 2.0
      97254018Updated Mar 23, 2026Mar 23, 2026
    • 【ICLR2026】 Graph Tokenization for Bridging Graphs and Transformers
      Python
      12400Updated Mar 20, 2026Mar 20, 2026
    • Python
      2310Updated Mar 15, 2026Mar 15, 2026
    • RGLM

      Public
      A PyTorch implementation of "Toward Graph-Tokenizing Large Language Models with Reconstructive Graph Instruction Tuning" (WWW 2026)
      Python
      1200Updated Mar 9, 2026Mar 9, 2026
    • TopoRTL

      Public
      Topology Matters in RTL Circuit Representation Learning (ICLR'26)
      Python
      Apache License 2.0
      0300Updated Mar 4, 2026Mar 4, 2026
    • RGT

      Public
      Riemannian Graph Tokenizer for Structural Knowledge Transfer
      Python
      MIT License
      0510Updated Mar 2, 2026Mar 2, 2026
    • Implementation of "Spattack: Subgroup Poisoning Attacks on Federated Recommender Systems" accepted in WWW 2026
      MIT License
      0100Updated Feb 25, 2026Feb 25, 2026
    • FoundWSR

      Public
      A stable version of the repository for deep learning models for wireless signal recognition.
      Python
      Apache License 2.0
      1300Updated Feb 23, 2026Feb 23, 2026
    • Python package built to ease deep learning on graph, on top of existing DL frameworks.
      Python
      Apache License 2.0
      3k801Updated Feb 10, 2026Feb 10, 2026
    • MIT License
      0000Updated Jan 15, 2026Jan 15, 2026
    • MLM4HG

      Public
      This repository is the official implementation of MLM4HG: Masked Language Models are Good Heterogeneous Graph Generalizers.
      Python
      Apache License 2.0
      0110Updated Dec 20, 2025Dec 20, 2025
    • MEANT

      Public
      Full-Atom Protein-Protein Interaction Prediction via Atomic Equivariant Attention Network
      Python
      0100Updated Dec 18, 2025Dec 18, 2025
    • C2Cite

      Public
      [WSDM26] C^2-Cite: Contextual-Aware Citation Generation for Attributed Large Language Models
      Python
      Apache License 2.0
      0000Updated Dec 18, 2025Dec 18, 2025
    • PathRAG

      Public
      Python
      84354115Updated Dec 17, 2025Dec 17, 2025
    • Python
      0000Updated Nov 20, 2025Nov 20, 2025
    • OpenHGNN

      Public
      This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.
      Python
      Apache License 2.0
      164975918Updated Sep 22, 2025Sep 22, 2025
    • GFMPapers

      Public
      Must-read papers on graph foundation models (GFMs)
      MIT License
      2937100Updated Aug 24, 2025Aug 24, 2025
    • GraphLAMA

      Public
      GraphLAMA: Enabling Efficient Adaptation of Graph Language Models with Limited Annotations
      Python
      Apache License 2.0
      3300Updated Aug 15, 2025Aug 15, 2025
    • CORONA

      Public
      Official code for “CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models”, accepted by SIGIR 2025
      Python
      2900Updated Aug 15, 2025Aug 15, 2025
    • FLAG

      Public
      Python
      0410Updated Jun 4, 2025Jun 4, 2025
    • ggfm

      Public
      Pipeline for Graph Foundation Model
      Python
      Apache License 2.0
      7812Updated May 26, 2025May 26, 2025
    • Official code of Advancing Molecular Graph-Text Pre-training via Fine-grained Alignment
      Python
      Other
      1000Updated May 24, 2025May 24, 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
      2900Updated Apr 29, 2025Apr 29, 2025
    • GraphPAR

      Public
      A PyTorch implementation of "Endowing Pre-trained Graph Models with Provable Fairness" (WWW 2024)
      Python
      2400Updated Apr 26, 2025Apr 26, 2025
    • LLM4RGNN

      Public
      A PyTorch implementation of "Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?" (KDD 2025)
      Python
      9200Updated Apr 6, 2025Apr 6, 2025
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