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29 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,…
rag llms graph-rag
rag llms graph-rag
Python
•
Apache License 2.0
•42•259•1•0•Updated Mar 9, 2026Mar 9, 2026
DIBrain
Public
[PR 2026] The source code of "Exploring Dynamic Interpretable Brain Networks via Hierarchical Graph Transformer"
graph-transformer brain-network-analysis brain-disease-diagnosis
graph-transformer brain-network-analysis brain-disease-diagnosis
Python
•0•1•0•0•Updated Feb 27, 2026Feb 27, 2026
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-learning pytorch graph-neural-networks
deep-learning pytorch graph-neural-networks hypergraph-neural-networks
Python
•
Apache License 2.0
•86•844•19•0•Updated Dec 31, 2025Dec 31, 2025
yolov13
Public
Implementation of "YOLOv13: Real-Time Object Detection with Hypergraph-Enhanced Adaptive Visual Perception".
yolo object-detection visual-recognition
yolo object-detection visual-recognition real-time-object-detection hypergraph-learning correlation-modelling yolov13
Python
•
GNU Affero General Public License v3.0
•168•1.6k•60•1•Updated Nov 18, 2025Nov 18, 2025
Hypergraph-DB
Public
Hypergraph Database with Hypergraph Visualization.
visualization graph-visualization hypergraph
visualization graph-visualization hypergraph hypergraphs hypergraph-neural-networks hypergraph-visualization
Python
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Apache License 2.0
•9•66•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
brain high-order-connectivity long-range-dependency
brain high-order-connectivity long-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-models brain-network graph-transformer
hierarchical-models brain-network graph-transformer
Python
•2•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
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MIT License
•2•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"
ssl brain hypergraph
ssl brain hypergraph
Python
•1•9•1•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
hypergraph wsi
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"
hypergraph wsi
hypergraph wsi
Python
•0•2•0•0•Updated Apr 27, 2025Apr 27, 2025
IIHGC
Public
hypergraph wsi
hypergraph wsi
Python
•0•3•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
hypergraph hypergraph-neural-networks llm
Python
•
Apache License 2.0
•6•38•1•0•Updated Jan 26, 2025Jan 26, 2025
IIHBN
Public
The source code will be released soon.
brain hypergraph
brain hypergraph
Jupyter Notebook
•0•6•0•0•Updated Jan 16, 2025Jan 16, 2025
MHGCC
Public
hypergraph ct wsi
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
computer-vision deep-learning yolo object-detection hypergraph hypergraph-neural-networks
Python
•
GNU General Public License v3.0
•17•119•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-vision deep-learning yolo
computer-vision deep-learning yolo object-detection hypergraph-neural-networks
Python
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GNU Affero General Public License v3.0
•17•222•0•0•Updated Dec 16, 2024Dec 16, 2024
MeshNet
Public
MeshNet: Mesh Neural Network for 3D Shape Representation (AAAI 2019)
deep-learning pytorch mesh
deep-learning pytorch mesh 3d-shapes
Python
•
MIT License
•68•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•38•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"
pytorch graph-embedding nerual-network
pytorch graph-embedding nerual-network
Python
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MIT License
•34•281•8•24•Updated Dec 8, 2022Dec 8, 2022
HGNN
Public
Hypergraph Neural Networks (AAAI 2019)
deep-learning pytorch hypergraph
deep-learning pytorch hypergraph complex-data hypergraph-neural-networks
Python
•
MIT License
•156•830•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
•
MIT License
•23•120•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
deep-learning point-cloud pytorch 3d-shape-recognition multi-view
Python
•
MIT License
•8•46•4•0•Updated Jul 15, 2019Jul 15, 2019

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iMoon: Intelligent Media and Cognition Group

All

All

29 repositories

Hyper-RAG

DIBrain

HGNN-Shield

SS-HT

DeepHypergraph

yolov13

Hypergraph-DB

LHDFormer

DHGFormer

KHGNN

HGHC

HGST

PAGHC

MSHGC

IIHGC

LLM4Hypergraph

IIHBN

MHGCC

Hyper-YOLOv1.1

Hyper-YOLO

MeshNet

HGM2R

LightHGNN

HIC

DHGNN

HGNN

HHDTI

THU-HyperG

PVRNet

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Repositories list

29 repositories