GitHub topics: hypergraph-neural-networks
pyt-team/pyt-team.github.io
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geometric-intelligence/TopoBench
TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning
Language: Python - Size: 47.5 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 206 - Forks: 51
pyt-team/TopoModelX
Topological Deep Learning
Language: Jupyter Notebook - Size: 13.5 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 296 - Forks: 100
pyt-team/TopoEmbedX
Representation Learning on Topological Domains
Language: Jupyter Notebook - Size: 876 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 88 - Forks: 12
pyt-team/TopoNetX
Computing on Topological Domains
Language: Jupyter Notebook - Size: 6.05 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 242 - Forks: 44
iMoonLab/Hypergraph-DB
Hypergraph Database with Hypergraph Visualization.
Language: Python - Size: 2.84 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 35 - Forks: 6
HySonLab/EquiHGNN
Rotationally Equivariant Hypergraph Neural Networks (EquiHGNN)
Language: Python - Size: 17.8 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 11 - Forks: 2
iMoonLab/DeepHypergraph
A pytorch library for graph and hypergraph computation.
Language: Python - Size: 3.95 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 768 - Forks: 76
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: 3 months ago - Pushed at: 3 months ago - Stars: 25 - Forks: 5
Mengqi-Lei/HyperCounter
Implementation of the paper "HyperCounter: Cross-Modal Hypergraph Fusion for RGB-T Crowd Counting".
Language: Python - Size: 11.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0
Xu107/MMHCL
[ACM TOMM'2025] "MMHCL: Multi-Modal Hypergraph Contrastive Learning for Recommendation"
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Mengqi-Lei/SoftHGNN
Implementation of the paper "SoftHGNN: Soft Hypergraph Neural Networks for General Visual Recognition".
Language: Python - Size: 10.9 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 14 - Forks: 0
tigerkey10/HIT
HIT (Hypergraph Interaction Transformer) for therapeutic gene prediction (Authors' PyTorch Implementation).
Language: Python - Size: 9.19 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 1
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: 6 months ago - Pushed at: 11 months ago - Stars: 171 - Forks: 12
iMoonLab/HGNN
Hypergraph Neural Networks (AAAI 2019)
Language: Python - Size: 80.1 KB - Last synced at: 6 months ago - Pushed at: about 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: 6 months ago - Pushed at: 11 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.
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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: 6 months ago - Pushed at: 10 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: 10 months ago - Pushed at: 10 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: 11 months ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 0
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 months ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 1
alphrc/multilevel-hypergraph-poc
POC of the Multi-level Hypergraph structure for Ontology and Machine Learning
Size: 2.76 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
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: over 1 year ago - Pushed at: over 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: about 2 years ago - Pushed at: about 2 years ago - Stars: 42 - Forks: 11
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: about 3 years ago - Stars: 13 - Forks: 1