iMoon: Intelligent Media and Cognition Group

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26 repositories

Hypergraph-DB
Public
Hypergraph Database with Hypergraph Visualization.
visualization graph-visualization hypergraph hypergraphs hypergraph-neural-networks hypergraph-visualization
Python
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Apache License 2.0
•6•37•0•0•Updated Oct 14, 2025Oct 14, 2025
LHDFormer
Public
[MICCAI 2025] Source code for paper: Adaptive Embedding for Long-Range High-Order Dependencies via Time-Varying Transformer on fMRI
brain high-order-connectivity long-range-dependency
Python
•0•1•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-models brain-network graph-transformer
Python
•3•11•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 Intelligence (TPAMI).
Python
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MIT License
•0•6•0•0•Updated Sep 2, 2025Sep 2, 2025
DeepHypergraph
Public
A pytorch library for graph and hypergraph computation.
deep-learning pytorch graph-neural-networks hypergraph-neural-networks
Python
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Apache License 2.0
•77•792•30•0•Updated Sep 1, 2025Sep 1, 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.
rag llms graph-rag
Python
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Apache License 2.0
•28•199•0•0•Updated Aug 25, 2025Aug 25, 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
•0•0•0•0•Updated Aug 19, 2025Aug 19, 2025
yolov13
Public
Implementation of "YOLOv13: Real-Time Object Detection with Hypergraph-Enhanced Adaptive Visual Perception".
yolo object-detection visual-recognition real-time-object-detection hypergraph-learning correlation-modelling yolov13
Python
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GNU Affero General Public License v3.0
•94•861•55•1•Updated Aug 1, 2025Aug 1, 2025
HGST
Public
The source code of "Hypergraph-Based Semantic and Topological Self-Supervised Learning for Brain Disease Diagnosis"
ssl brain hypergraph
Python
•0•6•0•0•Updated Jul 3, 2025Jul 3, 2025
PAGHC
Public
The source code of "Multimodal Hypergraph Guide Learning for Non-Invasive ccRCC Survival Prediction"
hypergraph wsi
Python
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Apache License 2.0
•0•7•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"
hypergraph wsi
Python
•0•1•0•0•Updated Apr 27, 2025Apr 27, 2025
IIHGC
Public
hypergraph wsi
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?"
hypergraph hypergraph-neural-networks llm
Python
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Apache License 2.0
•4•34•1•0•Updated Jan 26, 2025Jan 26, 2025
IIHBN
Public
The source code will be released soon.
brain hypergraph
Jupyter Notebook
•0•6•0•0•Updated Jan 16, 2025Jan 16, 2025
MHGCC
Public
hypergraph ct wsi
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-vision deep-learning yolo object-detection hypergraph hypergraph-neural-networks
Python
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GNU General Public License v3.0
•16•112•1•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-vision deep-learning yolo object-detection hypergraph-neural-networks
Python
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GNU Affero General Public License v3.0
•15•197•0•0•Updated Dec 16, 2024Dec 16, 2024
MeshNet
Public
MeshNet: Mesh Neural Network for 3D Shape Representation (AAAI 2019)
deep-learning pytorch mesh 3d-shapes
Python
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MIT License
•69•370•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
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Apache License 2.0
•0•36•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
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Apache License 2.0
•4•35•0•0•Updated Jan 31, 2024Jan 31, 2024
HIC
Public
Source code of IEEE TPAMI 2024 "Hypergraph Isomorphism Computation"
Python
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Apache License 2.0
•0•26•0•0•Updated Jan 29, 2024Jan 29, 2024
DHGNN
Public
DHGNN source code for IJCAI19 paper: "Dynamic Hypergraph Neural Networks"
pytorch graph-embedding nerual-network
Python
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MIT License
•34•271•8•24•Updated Dec 8, 2022Dec 8, 2022
HGNN
Public
Hypergraph Neural Networks (AAAI 2019)
deep-learning pytorch hypergraph complex-data hypergraph-neural-networks
Python
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MIT License
•150•798•4•0•Updated Aug 31, 2022Aug 31, 2022
HHDTI
Public
Python
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MIT License
•0•9•1•0•Updated Nov 10, 2021Nov 10, 2021
THU-HyperG
Public
Python
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MIT License
•22•115•8•0•Updated Jun 1, 2021Jun 1, 2021
PVRNet
Public
PVRNet: Point-View Relation Neural Network for 3D Shape Recognition (AAAI 2019)
deep-learning point-cloud pytorch 3d-shape-recognition multi-view
Python
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MIT License
•8•47•4•0•Updated Jul 15, 2019Jul 15, 2019