iMoon: Intelligent Media and Cognition Group

yolov13

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

HGNN

Hypergraph Neural Networks (AAAI 2019)

DeepHypergraph

A pytorch library for graph and hypergraph computation.

MeshNet

MeshNet: Mesh Neural Network for 3D Shape Representation (AAAI 2019)

DHGNN

DHGNN source code for IJCAI19 paper: "Dynamic Hypergraph Neural Networks"

Hyper-RAG

"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.

Hyper-YOLO

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

THU-HyperG

Hyper-YOLOv1.1

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

PVRNet

PVRNet: Point-View Relation Neural Network for 3D Shape Recognition (AAAI 2019)

Hypergraph-DB

Hypergraph Database with Hypergraph Visualization.

HGM2R

Source code for IEEE TPAMI 2024 "Hypergraph-Based Multi-Modal Representation for Open-Set 3D Object Retrieval"

LightHGNN

Source code for ICLR 2024 "LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference"

LLM4Hypergraph

The source code of ICLR 2025 "Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?"

HIC

Source code of IEEE TPAMI 2024 "Hypergraph Isomorphism Computation"

DHGFormer

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

HHDTI

PAGHC

The source code of "Multimodal Hypergraph Guide Learning for Non-Invasive ccRCC Survival Prediction"

HGST

The source code of "Hypergraph-Based Semantic and Topological Self-Supervised Learning for Brain Disease Diagnosis"

IIHBN

The source code will be released soon.

KHGNN

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

IIHGC

LHDFormer

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

MSHGC

The source code of "ccRCC metastasis prediction via exploring high-order correlations on multiple WSIs"

HGHC

This repository contains the code and data for the paper “Hypergraph-Based High-Order Correlation Analysis for Large-Scale Long-Tailed Data.”

MHGCC