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GitHub topics: hypergraph-neural-networks

pyt-team/TopoModelX

Topological Deep Learning

Language: Jupyter Notebook - Size: 13.5 MB - Last synced at: 44 minutes ago - Pushed at: about 3 hours ago - Stars: 288 - Forks: 100

HySonLab/EquiHGNN

Rotationally Equivariant Hypergraph Neural Networks (EquiHGNN)

Language: Python - Size: 18 MB - Last synced at: about 13 hours ago - Pushed at: about 15 hours ago - Stars: 10 - Forks: 2

pyt-team/TopoNetX

Computing on Topological Domains

Language: Jupyter Notebook - Size: 5.94 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 230 - Forks: 44

geometric-intelligence/TopoBench

TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning

Language: Python - Size: 38.9 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 139 - Forks: 21

iMoonLab/DeepHypergraph

A pytorch library for graph and hypergraph computation.

Language: Python - Size: 3.84 MB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 755 - Forks: 75

pyt-team/pyt-team.github.io

Language: HTML - Size: 306 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 5 - Forks: 3

pyt-team/TopoEmbedX

Representation Learning on Topological Domains

Language: Jupyter Notebook - Size: 837 KB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 81 - Forks: 12

iMoonLab/Hypergraph-DB

Hypergraph Database.

Language: Python - Size: 60.5 KB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 24 - 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: 2 months ago - Pushed at: 8 months ago - Stars: 171 - Forks: 12

iMoonLab/HGNN

Hypergraph Neural Networks (AAAI 2019)

Language: Python - Size: 80.1 KB - Last synced at: 2 months 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: 2 months ago - Pushed at: 8 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: 2 months ago - Pushed at: 3 months ago - Stars: 2 - 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: 3 months ago - Pushed at: 6 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: 7 months ago - Pushed at: 7 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: 7 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: about 1 year ago - Pushed at: about 1 year 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: about 1 year ago - Pushed at: about 1 year 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: almost 2 years ago - Pushed at: almost 2 years 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: almost 3 years ago - Stars: 13 - Forks: 1

Related Keywords
hypergraph-neural-networks 21 hypergraph 6 deep-learning 6 topological-neural-networks 5 cell-complex-neural-networks 5 topological-deep-learning 5 tensor-diagrams 4 simplicial-neural-networks 4 higher-order-networks 4 graph-neural-networks 4 cell-complexes 3 higher-order-message-passing 3 pytorch 3 computer-vision 3 cw-networks 3 simplicial-complex 3 topological-message-passing 3 topological-learning 2 object-detection 2 skeleton-based-action-recognition 2 topological-data-analysis 2 simplicial-message-passing 2 hypergraph-learning 2 yolo 2 cw-complex 2 cellular-message-passing 2 hyper-relational-knowledge-graph 1 hierarchical-attention 1 global-local 1 link-prediction 1 transformer 1 semi-supervised-classification 1 poc 1 machine-learning 1 crowd-counting 1 recommendation-system 1 recommendation 1 debiasing 1 llm 1 multimodal-learning 1 memes 1 hypergraph-matching 1 gnn 1 equivariance 1 recomender-system 1 dialogue-systems 1 conversational-recommender-system 1 conversational-recommendation 1 transformer-models 1 graph-modeling 1 hypergraph-transformer 1 human-activity-recognition 1 human-action-recognition 1 graphtransformer 1 graphneuralnetwork 1 graphconvoltution 1 graph-auto-encoder 1 graph-attention 1 adaptive-graph 1 heterogeneous-hypergraph 1 cw-complex-networks 1 combinatorial-complex 1 cellular-complex 1 quantum-chemistry 1 qm9-dataset 1 molecular-representation-learning 1 molecular-property-prediction 1 molecular-modeling 1 higher-order 1 equivariant-representations 1 equivariant-graph-neural-network 1 density-functional-theory 1 higher-order-models 1 cxn 1 cell-neural-networks 1 cell-complex-networks 1 clip 1 bert 1 complex-data 1 visualization 1 hypergraphs 1 topological-representation-learning 1 topological-domain-representation-learning 1 simplex2vec 1 representation-learning 1 hypergraph-neural-network 1 hyperedge2vec 1 higher-order-representation-learning 1 cell2vec 1 simplicial-complex-networks 1 combintorial-complex 1 cell-complex 1 topological-data-bechmark 1