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    91 repositories

    • DyG-RAG

      Public
      Code implementation for DyG-RAG: Dynamic Graph Retrieval-Augmented Generation with Event-Centric Reasoning.
      raglarge-language-modelsretrieval-augmented-generationgraphrag
      Python
      •
      Other
      •3•18•1•0•Updated Aug 6, 2025Aug 6, 2025

    • SocialED

      Public
      A python library for social event detection
      pythonmachine-learningtoolkitpython-librarypytorchdatasetevent-detectiongraph-neural-networkssocial-event-detection
      Python
      •
      BSD 2-Clause "Simplified" License
      •48•595•0•0•Updated Jul 27, 2025Jul 27, 2025

    • BRIDGE

      Public
      This repository is the official implementation of "How Much Can Transfer? BRIDGE: Bounded Multi-Domain Graph Foundation Model with Generalization Guarantees" accepted by ICML 2025.
      Python
      •
      MIT License
      •1•2•0•0•Updated Jul 24, 2025Jul 24, 2025

    • UniIGL

      Public
      UniIGL: Unified Imbalanced Graph Learning with Topology-aware Pretraining and Dual Prompt Fine-tuning
      Python
      •
      MIT License
      •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
      •0•4•0•0•Updated Jun 27, 2025Jun 27, 2025

    • OS-GCL

      Public
      Code for IJCAI 2025 paper ''OS-GCL: A One-Shot Learner in Graph Contrastive Learning''.
      0•0•0•0•Updated May 12, 2025May 12, 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 by the Main Technical Track of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI-2025).
      Python
      •
      MIT License
      •6•6•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•10•0•0•Updated Apr 17, 2025Apr 17, 2025

    • GraphMoRE

      Public
      This repository is the official implementation of "GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts" accepted by the Main Technical Track of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI-2025).
      Python
      •1•6•0•0•Updated Apr 12, 2025Apr 12, 2025

    • ST-GCond

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

    • DiffSP

      Public
      Python
      •0•1•1•0•Updated Feb 3, 2025Feb 3, 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 Conference on Artificial Intelligence (AAAI-2025).
      0•0•0•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 Technical Track of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI-2025).
      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

    • HypDiff

      Public
      This repository is the official implementation of "Hyperbolic Geometric Latent Diffusion Model for Graph Generation (HypDiff)" accepted by the research tracks of International Conference on Machine Learning 2024 (ICML 2024).
      Python
      •3•28•2•0•Updated Oct 20, 2024Oct 20, 2024

    • GC-Bench

      Public
      An Open and Unified Benchmark for Graph Condensation (submitted to NeurIPS 2024 Datasets and Benchmarks Track)
      Python
      •
      MIT License
      •3•19•0•0•Updated Aug 15, 2024Aug 15, 2024

    • RPLM_SED

      Public
      Relational Prompt-based Pre-trained Language Model for Social Event Detection
      Python
      •0•4•1•0•Updated May 23, 2024May 23, 2024

    • PoinDP

      Public
      Code for 'Poincar\'e Differential Privacy for Hierarchy-Aware Graph Embedding'
      0•0•0•0•Updated May 7, 2024May 7, 2024

    • SIDM

      Public
      We propose a new, unsupervised, and adaptive Decision-Making framework called SIDM for Reinforcement Learning. This approach handles high complexity environments without manual intervention, and increases sample efficiency and policy effectiveness. site at https://ringbdstack.github.io/SIDM/
      Python
      •0•1•0•0•Updated Apr 12, 2024Apr 12, 2024

    • DGIB

      Public
      This repository is the official implementation of "Dynamic Graph Information Bottleneck (DGIB)" accepted by the research tracks of The Web Conference 2024 (WWW 2024).
      Python
      •
      MIT License
      •3•15•0•0•Updated Jan 27, 2024Jan 27, 2024

    • ReGCL

      Public
      Code for AAAI 2024 paper ''ReGCL: Rethinking Message Passing in Graph Contrastive Learning''.
      Python
      •1•9•1•0•Updated Dec 14, 2023Dec 14, 2023

    • UCL_SED

      Public
      This repository contains the source code and preprocessed dataset for paper Uncertainty-guided Boundary Learning for Imbalanced Social Event Detection.
      Python
      •0•2•1•0•Updated Nov 30, 2023Nov 30, 2023

    • EAGLE

      Public
      Code for "Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization (EAGLE)"
      Python
      •
      MIT License
      •1•22•0•0•Updated Oct 31, 2023Oct 31, 2023

    • SGDD

      Public
      Code for SGDD
      Python
      •
      Apache License 2.0
      •3•25•7•0•Updated Oct 19, 2023Oct 19, 2023

    • PASTEL

      Public
      Code for "Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing"
      Python
      •
      MIT License
      •4•15•1•0•Updated Oct 1, 2023Oct 1, 2023

    • KPGNN

      Public
      Python
      •14•24•7•0•Updated Jul 27, 2023Jul 27, 2023

    • AR-DBSCAN

      Public
      Python
      •1•3•0•0•Updated Jul 8, 2023Jul 8, 2023

    • RGMIL

      Public
      Code for "Reinforced GNNs for Multiple Instance Learning"
      Python
      •0•3•0•0•Updated May 29, 2023May 29, 2023

    • CoSENT

      Public
      Python
      •1•3•0•0•Updated May 29, 2023May 29, 2023

    • HyperIMBA

      Public
      Code for "Hyperbolic Geometric Graph Representation Learning for Hierarchy-imbalance Node Classification"
      Python
      •2•8•0•0•Updated May 13, 2023May 13, 2023