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    108 repositories

    • DualG-MRAG

      Public
      Official implementation of the ACM MM 2026 paper "DualG-MRAG: Decoupling Macro-Reasoning and Micro-Matching for Multimodal Retrieval-Augmented Generation" (MM '…
      Python
      •
      Apache License 2.0
      •1•0•0•0•Updated Aug 18, 2026Aug 18, 2026

    • UniIGL

      Public
      UniIGL: Unified Imbalanced Graph Learning with Topology-aware Pretraining and Dual Prompt Fine-tuning
      Python
      •
      MIT License
      •0•0•0•0•Updated Jun 29, 2026Jun 29, 2026

    • pygfm

      Public
      A unified Python toolkit for Graph Foundation Models (GFM) research, integrating 19 baseline methods under a single package with shared utilities, standardized …
      Python
      •2•18•0•0•Updated Jun 17, 2026Jun 17, 2026

    • FROG

      Public
      Python
      •1•1•0•0•Updated Jun 1, 2026Jun 1, 2026

    • awesome-structured-data-FM

      Public
      0•1•0•0•Updated May 22, 2026May 22, 2026

    • DyGFM

      Public
      This repository is the official implementation of "Decoupled and Divergence-Conditioned Prompt for Multi-domain Dynamic Graph Foundation Models".
      Python
      •
      MIT License
      •1•2•0•0•Updated May 18, 2026May 18, 2026

    • BRIDGE

      Public
      This repository is the official implementation of "How Much Can Transfer? BRIDGE: Bounded Multi-Domain Graph Foundation Model with Generalization Guarantees" ac…
      Python
      •
      MIT License
      •1•6•0•0•Updated Mar 6, 2026Mar 6, 2026

    • RAG-GFM

      Public
      This repository is the official implementation of "RAG-GFM: Overcoming In-Memory Bottlenecks in Graph Foundation Models via Retrieval-Augmented Generation" acce…
      Python
      •
      MIT License
      •1•3•0•0•Updated Feb 4, 2026Feb 4, 2026

    • GRAVER

      Public
      This repository is the official implementation of "GRAVER: Generative Graph Vocabularies for Robust Graph Foundation Models Fine-tuning" accepted by NeurIPS 202…
      Python
      •
      MIT License
      •1•2•0•0•Updated Feb 4, 2026Feb 4, 2026

    • GeoFed

      Public
      Code for "Towards Geometry-Consistent Federated Graph Learning" accepted by WWW 2026.
      Python
      •1•0•0•0•Updated Jan 21, 2026Jan 21, 2026

    • HDGC

      Public
      Python
      •
      MIT License
      •1•0•0•0•Updated Jan 3, 2026Jan 3, 2026

    • LIVA

      Public
      An LLM-Assisted Framework for IoT Vulnerability Analysis
      Roff
      •1•4•1•0•Updated Dec 27, 2025Dec 27, 2025

    • OS-GCL

      Public
      Code for IJCAI 2025 paper ''OS-GCL: A One-Shot Learner in Graph Contrastive Learning''.
      Python
      •0•0•0•0•Updated Dec 18, 2025Dec 18, 2025

    • LaT-IB

      Public
      Python
      •1•1•0•0•Updated Nov 12, 2025Nov 12, 2025

    • GraphKeeper

      Public
      This repository is the official implementation of "GraphKeeper: Graph Domain-Incremental Learning via Knowledge Disentanglement and Preservation" accepted by th…
      Python
      •1•1•0•0•Updated Nov 7, 2025Nov 7, 2025

    • GeoMancer

      Public
      This repository is the official implement "Toward a Unified Geometry Understanding: Riemannian Diffusion Framework for Graph Generation and Prediction" accepted…
      Python
      •2•1•0•0•Updated Oct 6, 2025Oct 6, 2025

    • GraphMoRE

      Public
      This repository is the official implementation of "GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts" accepted by the Main Techn…
      Python
      •5•11•0•0•Updated Sep 21, 2025Sep 21, 2025

    • DyG-RAG

      Public
      Code implementation for DyG-RAG: Dynamic Graph Retrieval-Augmented Generation with Event-Centric Reasoning.
      raglarge-language-modelsretrieval-augmented-generation
      raglarge-language-modelsretrieval-augmented-generationgraphrag
      Python
      •
      Other
      •8•58•4•0•Updated Aug 28, 2025Aug 28, 2025

    • SocialED

      Public
      A python library for social event detection
      pythonmachine-learningtoolkit
      pythonmachine-learningtoolkitpython-librarypytorchdatasetevent-detectiongraph-neural-networkssocial-event-detection
      Python
      •
      BSD 2-Clause "Simplified" License
      •45•596•0•0•Updated Jul 27, 2025Jul 27, 2025

    • MGP-MIA

      Public
      0•0•0•0•Updated Jul 3, 2025Jul 3, 2025

    • STAMImupter

      Public
      Code for paper: STAMImputer: Spatio-Temporal Attention Mixture of Experts Imputer for Sparse Traffic Data.
      Python
      •1•9•1•0•Updated Jun 27, 2025Jun 27, 2025

    • GFM-BA

      Public
      Python
      •0•0•0•0•Updated May 21, 2025May 21, 2025

    • DG-Mamba

      Public
      This repository is the official implementation of "DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models" accepted b…
      Python
      •
      MIT License
      •7•8•0•0•Updated Apr 17, 2025Apr 17, 2025

    • IGL-Bench

      Public
      A Comprehensive Benchmark of Imbalanced Graph Learning (Accepted by ICLR 2025 Spotlight)
      Python
      •
      MIT License
      •0•18•1•0•Updated Apr 17, 2025Apr 17, 2025

    • ST-GCond

      Public
      Official code for ST-GCond
      0•0•2•0•Updated Feb 10, 2025Feb 10, 2025

    • DiffSP

      Public
      Python
      •0•2•1•0•Updated Feb 3, 2025Feb 3, 2025

    • MRGC

      Public
      Python
      •0•2•0•0•Updated Jan 31, 2025Jan 31, 2025

    • CurvGIB

      Public
      This repository is the official implementation of "Discrete Curvature Graph Information Bottleneck" accepted by the Main Technical Track of the 39th Annual AAAI…
      0•0•1•0•Updated Dec 20, 2024Dec 20, 2024

    • BiMSGC

      Public
      This repository is the official implementation of "Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck" accepted by the Main Techni…
      Python
      •1•4•1•0•Updated Dec 13, 2024Dec 13, 2024

    • Miko

      Public
      This response is the code base for "MIKO: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery".
      Apache License 2.0
      •0•4•0•0•Updated Dec 11, 2024Dec 11, 2024
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