Popular GitHub Repositories for Hypergraph

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

[NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch

Topological Deep Learning

Graph-R1: Incentivizing Reasoning-on-Graph Capability in LLM via Reinforcement Learning

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

Implementation of EMNLP2020 -- Be More with Less: Hypergraph Attention Networks for Inductive Text Classification

HyperGraphRAG: Retrieval-Augmented Generation with Hypergraph-Structured Knowledge Representation

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

This is the official implementation of our paper "Hypergraph Transformer for Skeleton-based Action Recognition."

hypergraph representation learning, graph neural network

Representation Learning on Topological Domains

[NeurIPS'21] Higher-order Transformers for sets, graphs, and hypergraphs, in PyTorch

H2MN: Graph Similarity Learning with Hierarchical Hypergraph Matching Networks (KDD-2021)

[ICLR 2023] "Equivariant Hypergraph Diffusion Neural Operators" by Peihao Wang, Shenghao Yang, Yunyu Liu, Zhangyang Wang, Pan Li

[ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions on EHR'.

[AAAI 2023] Official resources of "DHGE: Dual-view Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity Typing".

Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning [CVPR'22]

(ICLR 2021) Learning to Represent Action Values as a Hypergraph on the Action Vertices

Code for "HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs" (EMNLP 2024)