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).

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.

A pytorch library for graph and hypergraph computation.

"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.

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

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

Hypergraph Database with Hypergraph Visualization.

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

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

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