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@iMoonLab

iMoon: Intelligent Media and Cognition Group

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  1. HGNN HGNN Public

    Hypergraph Neural Networks (AAAI 2019)

    Python 829 154

  2. DeepHypergraph DeepHypergraph Public

    A pytorch library for graph and hypergraph computation.

    Python 835 85

  3. Hyper-YOLO Hyper-YOLO Public

    The source code of IEEE TPAMI 2025 "Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation".

    Python 213 16

  4. Hyper-RAG 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, Shaoyi Du, Han Hu, and Yue Gao.

    Python 238 37

Repositories

Showing 10 of 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 Analysis and Machine Intelligence (TPAMI).

    iMoonLab/HGNN-Shield’s past year of commit activity
    Python 2 Apache-2.0 0 0 0 Updated Feb 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 Analysis and Machine Intelligence (TPAMI) 2025.

    iMoonLab/SS-HT’s past year of commit activity
    Python 2 Apache-2.0 0 0 0 Updated Feb 6, 2026
  • DeepHypergraph Public

    A pytorch library for graph and hypergraph computation.

    iMoonLab/DeepHypergraph’s past year of commit activity
    Python 835 Apache-2.0 85 20 0 Updated Dec 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, Shaoyi Du, Han Hu, and Yue Gao.

    iMoonLab/Hyper-RAG’s past year of commit activity
    Python 238 Apache-2.0 37 1 0 Updated Dec 19, 2025
  • DIBrain Public

    The source code of "Exploring Dynamic Interpretable Brain Networks via Hierarchical Graph Transformer"

    iMoonLab/DIBrain’s past year of commit activity
    0 0 0 0 Updated Dec 15, 2025
  • yolov13 Public

    Implementation of "YOLOv13: Real-Time Object Detection with Hypergraph-Enhanced Adaptive Visual Perception".

    iMoonLab/yolov13’s past year of commit activity
    Python 1,582 AGPL-3.0 161 59 1 Updated Nov 18, 2025
  • Hypergraph-DB Public

    Hypergraph Database with Hypergraph Visualization.

    iMoonLab/Hypergraph-DB’s past year of commit activity
    Python 60 Apache-2.0 8 1 0 Updated Nov 5, 2025
  • LHDFormer Public

    [MICCAI 2025] Source code for paper: Adaptive Embedding for Long-Range High-Order Dependencies via Time-Varying Transformer on fMRI

    iMoonLab/LHDFormer’s past year of commit activity
    Python 7 0 1 0 Updated Oct 3, 2025
  • DHGFormer Public

    [MICCAI 2025] Source code for paper: DHGFormer: Dynamic Hierarchical Graph Transformer for Disorder Brain Disease Diagnosis

    iMoonLab/DHGFormer’s past year of commit activity
    Python 14 3 0 0 Updated Oct 3, 2025
  • KHGNN Public

    This repository contains the official implementation of "Kernel Hypergraph Neural Networks" published in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

    iMoonLab/KHGNN’s past year of commit activity
    Python 8 MIT 1 0 0 Updated Sep 2, 2025
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