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    29 repositories

    • HGNN-Shield

      Public
      Official implementation of "HGNN Shield: Defending Hypergraph Neural Networks Against High-Order Structure Attack", published in IEEE Transactions on Pattern An…
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated Feb 6, 2026Feb 6, 2026

    • SS-HT

      Public
      Official implementation of the paper "Self-Supervised Hypergraph Training Framework via Structure-Aware Learning" published in IEEE Transactions on Pattern Anal…
      Python
      •
      Apache License 2.0
      •0•3•0•0•Updated Feb 6, 2026Feb 6, 2026

    • DeepHypergraph

      Public
      A pytorch library for graph and hypergraph computation.
      deep-learningpytorchgraph-neural-networkshypergraph-neural-networks
      Python
      •
      Apache License 2.0
      •86•830•20•0•Updated Dec 31, 2025Dec 31, 2025

    • Hyper-RAG

      Public
      "Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation" by Yifan Feng, Hao Hu, Xingliang Hou, Shiquan Liu, Shihui Ying,…
      ragllmsgraph-rag
      Python
      •
      Apache License 2.0
      •37•240•1•0•Updated Dec 19, 2025Dec 19, 2025

    • DIBrain

      Public
      The source code of "Exploring Dynamic Interpretable Brain Networks via Hierarchical Graph Transformer"
      0•0•0•0•Updated Dec 15, 2025Dec 15, 2025

    • yolov13

      Public
      Implementation of "YOLOv13: Real-Time Object Detection with Hypergraph-Enhanced Adaptive Visual Perception".
      yoloobject-detectionvisual-recognitionreal-time-object-detectionhypergraph-learningcorrelation-modellingyolov13
      Python
      •
      GNU Affero General Public License v3.0
      •163•1.6k•59•1•Updated Nov 18, 2025Nov 18, 2025

    • Hypergraph-DB

      Public
      Hypergraph Database with Hypergraph Visualization.
      visualizationgraph-visualizationhypergraphhypergraphshypergraph-neural-networkshypergraph-visualization
      Python
      •
      Apache License 2.0
      •8•62•1•0•Updated Nov 5, 2025Nov 5, 2025

    • LHDFormer

      Public
      [MICCAI 2025] Source code for paper: Adaptive Embedding for Long-Range High-Order Dependencies via Time-Varying Transformer on fMRI
      brainhigh-order-connectivitylong-range-dependency
      Python
      •0•7•0•0•Updated Oct 3, 2025Oct 3, 2025

    • DHGFormer

      Public
      [MICCAI 2025] Source code for paper: DHGFormer: Dynamic Hierarchical Graph Transformer for Disorder Brain Disease Diagnosis
      hierarchical-modelsbrain-networkgraph-transformer
      Python
      •3•14•0•0•Updated Oct 3, 2025Oct 3, 2025

    • KHGNN

      Public
      This repository contains the official implementation of "Kernel Hypergraph Neural Networks" published in IEEE Transactions on Pattern Analysis and Machine Intel…
      Python
      •
      MIT License
      •1•8•0•0•Updated Sep 2, 2025Sep 2, 2025

    • HGHC

      Public
      This repository contains the code and data for the paper “Hypergraph-Based High-Order Correlation Analysis for Large-Scale Long-Tailed Data.”
      Python
      •2•1•0•0•Updated Aug 19, 2025Aug 19, 2025

    • HGST

      Public
      The source code of "Hypergraph-Based Semantic and Topological Self-Supervised Learning for Brain Disease Diagnosis"
      sslbrainhypergraph
      Python
      •1•8•0•0•Updated Jul 3, 2025Jul 3, 2025

    • PAGHC

      Public
      The source code of "Multimodal Hypergraph Guide Learning for Non-Invasive ccRCC Survival Prediction"
      hypergraphwsi
      Python
      •
      Apache License 2.0
      •1•10•0•0•Updated Jul 3, 2025Jul 3, 2025

    • MSHGC

      Public
      The source code of "ccRCC metastasis prediction via exploring high-order correlations on multiple WSIs"
      hypergraphwsi
      Python
      •0•2•0•0•Updated Apr 27, 2025Apr 27, 2025

    • IIHGC

      Public
      hypergraphwsi
      Python
      •0•2•0•0•Updated Apr 2, 2025Apr 2, 2025

    • LLM4Hypergraph

      Public
      The source code of ICLR 2025 "Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?"
      hypergraphhypergraph-neural-networksllm
      Python
      •
      Apache License 2.0
      •6•38•1•0•Updated Jan 26, 2025Jan 26, 2025

    • IIHBN

      Public
      The source code will be released soon.
      brainhypergraph
      Jupyter Notebook
      •0•6•0•0•Updated Jan 16, 2025Jan 16, 2025

    • MHGCC

      Public
      hypergraphctwsi
      Python
      •0•0•0•0•Updated Jan 5, 2025Jan 5, 2025

    • Hyper-YOLOv1.1

      Public
      The source code of IEEE TPAMI 2025 "Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation".
      computer-visiondeep-learningyoloobject-detectionhypergraphhypergraph-neural-networks
      Python
      •
      GNU General Public License v3.0
      •17•118•0•0•Updated Dec 16, 2024Dec 16, 2024

    • Hyper-YOLO

      Public
      The source code of IEEE TPAMI 2025 "Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation".
      computer-visiondeep-learningyoloobject-detectionhypergraph-neural-networks
      Python
      •
      GNU Affero General Public License v3.0
      •17•215•0•0•Updated Dec 16, 2024Dec 16, 2024

    • MeshNet

      Public
      MeshNet: Mesh Neural Network for 3D Shape Representation (AAAI 2019)
      deep-learningpytorchmesh3d-shapes
      Python
      •
      MIT License
      •67•374•9•1•Updated Jul 25, 2024Jul 25, 2024

    • HGM2R

      Public
      Source code for IEEE TPAMI 2024 "Hypergraph-Based Multi-Modal Representation for Open-Set 3D Object Retrieval"
      Python
      •
      Apache License 2.0
      •0•39•0•0•Updated Feb 2, 2024Feb 2, 2024

    • LightHGNN

      Public
      Source code for ICLR 2024 "LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference"
      Python
      •
      Apache License 2.0
      •5•37•0•0•Updated Jan 31, 2024Jan 31, 2024

    • HIC

      Public
      Source code of IEEE TPAMI 2024 "Hypergraph Isomorphism Computation"
      Python
      •
      Apache License 2.0
      •0•27•0•0•Updated Jan 29, 2024Jan 29, 2024

    • DHGNN

      Public
      DHGNN source code for IJCAI19 paper: "Dynamic Hypergraph Neural Networks"
      pytorchgraph-embeddingnerual-network
      Python
      •
      MIT License
      •34•279•8•24•Updated Dec 8, 2022Dec 8, 2022

    • HGNN

      Public
      Hypergraph Neural Networks (AAAI 2019)
      deep-learningpytorchhypergraphcomplex-datahypergraph-neural-networks
      Python
      •
      MIT License
      •155•828•4•0•Updated Aug 31, 2022Aug 31, 2022

    • HHDTI

      Public
      Python
      •
      MIT License
      •0•9•1•0•Updated Nov 10, 2021Nov 10, 2021

    • THU-HyperG

      Public
      Python
      •
      MIT License
      •23•119•8•0•Updated Jun 1, 2021Jun 1, 2021

    • PVRNet

      Public
      PVRNet: Point-View Relation Neural Network for 3D Shape Recognition (AAAI 2019)
      deep-learningpoint-cloudpytorch3d-shape-recognitionmulti-view
      Python
      •
      MIT License
      •8•47•4•0•Updated Jul 15, 2019Jul 15, 2019