iMoon: Intelligent Media and Cognition Group

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HGNN HGNN Public

Hypergraph Neural Networks (AAAI 2019)

Python 815 152
DeepHypergraph DeepHypergraph Public

A pytorch library for graph and hypergraph computation.

Python 816 83
Hyper-YOLO Hyper-YOLO Public

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

Python 204 15
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 227 36

Repositories

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 227 Apache-2.0 36 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 1,503 AGPL-3.0 153 56 1 Updated Nov 18, 2025
Hypergraph-DB Public
Hypergraph Database with Hypergraph Visualization.

iMoonLab/Hypergraph-DB’s past year of commit activity

Python 50 Apache-2.0 7 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 5 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 7 MIT 0 0 0 Updated Sep 2, 2025
DeepHypergraph Public
A pytorch library for graph and hypergraph computation.

iMoonLab/DeepHypergraph’s past year of commit activity

Python 816 Apache-2.0 83 30 0 Updated Sep 1, 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.”

iMoonLab/HGHC’s past year of commit activity

Python 0 1 0 0 Updated Aug 19, 2025
HGST Public
The source code of "Hypergraph-Based Semantic and Topological Self-Supervised Learning for Brain Disease Diagnosis"

iMoonLab/HGST’s past year of commit activity

Python 7 1 0 0 Updated Jul 3, 2025