GitHub topics: hypergraph-neural-networks
geometric-intelligence/TopoBench
TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning
Language: Python - Size: 29.2 MB - Last synced at: about 9 hours ago - Pushed at: about 10 hours ago - Stars: 127 - Forks: 20

iMoonLab/Hypergraph-DB
Hypergraph Database.
Language: Python - Size: 60.5 KB - Last synced at: about 16 hours ago - Pushed at: 6 months ago - Stars: 24 - Forks: 3

iMoonLab/DeepHypergraph
A pytorch library for graph and hypergraph computation.
Language: Python - Size: 3.84 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 746 - Forks: 71

pyt-team/TopoModelX
Topological Deep Learning
Language: Jupyter Notebook - Size: 13.5 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 276 - Forks: 97

pyt-team/TopoEmbedX
Representation Learning on Topological Domains
Language: Jupyter Notebook - Size: 809 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 80 - Forks: 12

pyt-team/TopoNetX
Computing on Topological Domains
Language: Jupyter Notebook - Size: 5.89 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 216 - Forks: 44

pyt-team/pyt-team.github.io
Language: HTML - Size: 281 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 5 - Forks: 3

iMoonLab/Hyper-YOLO
The source code of IEEE TPAMI 2025 "Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation".
Language: Python - Size: 5.29 MB - Last synced at: 22 days ago - Pushed at: 6 months ago - Stars: 171 - Forks: 12

iMoonLab/HGNN
Hypergraph Neural Networks (AAAI 2019)
Language: Python - Size: 80.1 KB - Last synced at: 22 days ago - Pushed at: almost 3 years ago - Stars: 754 - Forks: 139

iMoonLab/Hyper-YOLOv1.1
The source code of IEEE TPAMI 2025 "Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation".
Language: Python - Size: 5.17 MB - Last synced at: 23 days ago - Pushed at: 6 months ago - Stars: 100 - Forks: 12

MusadiqPasha/Multi-Modal-Meme-Virality-Prediction-using-HGNNs
A multimodal meme virality predictor that integrates image, text, and metadata through ensemble learning and Hypergraph Neural Networks to classify memes as viral or non-viral.
Language: Jupyter Notebook - Size: 13.7 MB - Last synced at: 28 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

HySonLab/EquiHGNN
Rotationally Equivariant Hypergraph Neural Networks (EquiHGNN)
Language: Python - Size: 18 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 0

iMoonLab/LLM4Hypergraph
The source code of ICLR 2025 "Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?"
Language: Python - Size: 1.87 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 30 - Forks: 2

WangXFng/CaDRec
[SIGIR 2024] CaDRec: Contextualized and Debiased Recommender Model
Language: Python - Size: 9.96 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 5 - Forks: 0

Boom5426/HACC-Hypergraph-Crowd-Counting
The code of paper: Hypergraph Association Weakly Supervised Crowd Counting
Language: Python - Size: 16.6 KB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

alphrc/multilevel-hypergraph-poc
POC of the Multi-level Hypergraph structure for Ontology and Machine Learning
Size: 2.76 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

LHRLAB/HAHE
[ACL 2023] Official resources of "HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level".
Language: Python - Size: 20.8 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 10 - Forks: 3

eccvanonymous/Ad-HGFormer
[ECCV 2024]Temporary code for "Ad-HGformer: An Adaptive HyperGraph Transformer for Skeletal Action Recognition"
Language: Python - Size: 1.68 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

ZhouYuxuanYX/Hyperformer
This is the official implementation of our paper "Hypergraph Transformer for Skeleton-based Action Recognition."
Language: Python - Size: 1.25 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 42 - Forks: 11

Zilize/MHIM
Official PyTorch implementation for "Multi-grained Hypergraph Interest Modeling for Conversational Recommendation".
Language: Python - Size: 1.65 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1

jw9730/ehnn
[ECCV'22] Equivariant Hypergraph Neural Networks, in PyTorch
Language: Python - Size: 32.1 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 1
