hypergraph-neural-networks

There are 2 repositories under hypergraph-neural-networks topic.

iMoonLab / HGNN
Hypergraph Neural Networks (AAAI 2019)
hypergraph complex-data hypergraph-neural-networks pytorch deep-learning
Language:Python 628
DeepHypergraph
iMoonLab / DeepHypergraph
A pytorch library for graph and hypergraph computation.
deep-learning graph-neural-networks hypergraph-neural-networks pytorch
Language:Python 551
pyt-team / TopoModelX
Topological Deep Learning
cell-complex-networks cell-complex-neural-networks cxn graph-neural-networks higher-order-models higher-order-networks topological-data-analysis topological-deep-learning cw-networks simplicial-neural-networks cell-neural-networks cellular-message-passing higher-order-message-passing simplicial-message-passing topological-message-passing tensor-diagrams topological-neural-networks cw-complex hypergraph-neural-networks hypergraph-learning
Language:Jupyter Notebook 199
pyt-team / TopoNetX
Computing on Topological Domains
cell-complexes cw-complex-networks higher-order-networks simplicial-complex combinatorial-complex hypernetx topological-deep-learning topological-learning cw-complex topological-data-analysis cellular-complex cell-complex-neural-networks cw-networks simplicial-neural-networks topological-message-passing higher-order-message-passing tensor-diagrams topological-neural-networks hypergraph-neural-networks heterogeneous-hypergraph
Language:Jupyter Notebook 159
pyt-team / TopoEmbedX
Representation Learning on Topological Domains
cell-complexes representation-learning simplicial-complex topological-deep-learning cell2vec higher-order-representation-learning hyperedge2vec simplex2vec topological-domain-representation-learning higher-order-networks topological-message-passing tensor-diagrams topological-neural-networks hypergraph-neural-networks cell-complex-neural-networks cw-networks simplicial-neural-networks graph-neural-networks hypergraph-neural-network topological-representation-learning
Language:Jupyter Notebook 70
ZhouYuxuanYX / Hyperformer
This is the official implementation of our paper "Hypergraph Transformer for Skeleton-based Action Recognition."
graph-modeling hypergraph-neural-networks skeleton-based-action-recognition transformer-models
Language:Python 67
jw9730 / ehnn
[ECCV'22] Equivariant Hypergraph Neural Networks, in PyTorch
hypergraph-matching hypergraph-neural-networks semi-supervised-classification equivariance gnn hypergraph pytorch
Language:Python 27
LHRLAB / HAHE
[ACL 2023] Official resources of "HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level".
global-local hierarchical-attention hyper-relational-knowledge-graph hypergraph-neural-networks link-prediction transformer
Language:Python 10
Zilize / MHIM
Official PyTorch implementation for "Multi-grained Hypergraph Interest Modeling for Conversational Recommendation".
conversational-recommendation conversational-recommender-system deep-learning dialogue-systems hypergraph-learning hypergraph-neural-networks recomender-system
Language:Python 8
Boli-trainee / HACC-Hypergraph-Crowd-Counting
The code of paper: Hypergraph Association Weakly Supervised Crowd Counting
computer-vision crowd-counting deep-learning hypergraph-neural-networks
Language:Python 4
pyt-team / pyt-team.github.io
topological-deep-learning tensor-diagrams cell-complex-neural-networks simplicial-complex-networks higher-order-networks topological-neural-networks higher-order-message-passing cellular-message-passing simplicial-message-passing cell-complex combintorial-complex hypergraph-neural-networks
Language:HTML 4
WangXFng / CaDRec
[SIGIR 2024] CaDRec: Contextualized and Debiased Recommender Model
debiasing hypergraph-neural-networks recommendation-system recommendation
Language:Python 4
eccvanonymous / Ad-HGFormer
[ECCV 2024]Temporary code for "Ad-HGformer: An Adaptive HyperGraph Transformer for Skeletal Action Recognition"
adaptive-graph graph-attention graph-auto-encoder graphconvoltution graphneuralnetwork graphtransformer human-action-recognition human-activity-recognition hypergraph hypergraph-neural-networks skeleton-based-action-recognition hypergraph-transformer
Language:Python 1
PatroklosGeorgiadis / Image_Retrieval_based_on_Hypergraphs
Matlab Script for Image Processing. It retrieves images that are most similar to a target image (ΑΝΑΛΥΣΗ ΕΙΚΟΝΑΣ)
hypergraph hypergraph-neural-network hypergraph-neural-networks matlab
Language:MATLAB