Hypergraph Neural Networks (AAAI 2019)
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Aug 31, 2022 - Python
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hypergraph-neural-networks
Here are 19 public repositories matching this topic...
A pytorch library for graph and hypergraph computation.
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Mar 30, 2024 - Python
Topological Deep Learning
topological-data-analysis graph-neural-networks higher-order-models higher-order-networks hypergraph-neural-networks cw-complex hypergraph-learning cell-complex-networks simplicial-neural-networks cell-complex-neural-networks cw-networks cxn topological-deep-learning cell-neural-networks simplicial-message-passing cellular-message-passing higher-order-message-passing topological-message-passing tensor-diagrams topological-neural-networks
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Dec 20, 2024 - Jupyter Notebook
Computing on Topological Domains
cell-complexes topological-data-analysis simplicial-complex higher-order-networks hypergraph-neural-networks cw-complex cw-complex-networks simplicial-neural-networks cell-complex-neural-networks cw-networks topological-deep-learning combinatorial-complex topological-learning higher-order-message-passing topological-message-passing cellular-complex tensor-diagrams topological-neural-networks heterogeneous-hypergraph
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Dec 20, 2024 - Jupyter Notebook
TopoBenchmark is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning
cell-complexes simplicial-complex hypergraph-neural-networks simplicial-neural-networks cell-complex-neural-networks topological-deep-learning topological-learning topological-neural-networks topological-data-bechmark
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Dec 26, 2024 - Python
The source code of IEEE TPAMI 2025 "Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation".
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Dec 16, 2024 - Python
This is the official implementation of our paper "Hypergraph Transformer for Skeleton-based Action Recognition."
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Oct 7, 2023 - Python
Representation Learning on Topological Domains
cell-complexes representation-learning simplicial-complex graph-neural-networks higher-order-networks hypergraph-neural-networks simplicial-neural-networks cell-complex-neural-networks cw-networks topological-deep-learning hypergraph-neural-network topological-domain-representation-learning higher-order-representation-learning cell2vec simplex2vec hyperedge2vec topological-message-passing tensor-diagrams topological-neural-networks topological-representation-learning
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Dec 20, 2024 - Jupyter Notebook
The source code of IEEE TPAMI 2025 "Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation".
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Dec 16, 2024 - Python
[ECCV'22] Equivariant Hypergraph Neural Networks, in PyTorch
pytorch hypergraph hypergraph-matching gnn equivariance hypergraph-neural-networks semi-supervised-classification
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Apr 11, 2023 - Python
[ACL 2023] Official resources of "HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level".
transformer link-prediction hierarchical-attention hypergraph-neural-networks global-local hyper-relational-knowledge-graph
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Jun 20, 2024 - Python
Official PyTorch implementation for "Multi-grained Hypergraph Interest Modeling for Conversational Recommendation".
deep-learning dialogue-systems recomender-system hypergraph-neural-networks hypergraph-learning conversational-recommendation conversational-recommender-system
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May 10, 2023 - Python
Hypergraph Database.
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Dec 22, 2024 - Python
The code of paper: Hypergraph Association Weakly Supervised Crowd Counting
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Nov 2, 2023 - Python
higher-order-networks hypergraph-neural-networks cell-complex simplicial-complex-networks cell-complex-neural-networks topological-deep-learning simplicial-message-passing cellular-message-passing higher-order-message-passing tensor-diagrams topological-neural-networks combintorial-complex
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Dec 20, 2024 - HTML
[SIGIR 2024] CaDRec: Contextualized and Debiased Recommender Model
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Oct 1, 2024 - Python
[ECCV 2024]Temporary code for "Ad-HGformer: An Adaptive HyperGraph Transformer for Skeletal Action Recognition"
human-activity-recognition hypergraph human-action-recognition skeleton-based-action-recognition graph-attention graph-auto-encoder hypergraph-neural-networks graphneuralnetwork graphconvoltution graphtransformer adaptive-graph hypergraph-transformer
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May 17, 2024 - Python
Matlab Script for Image Processing. It retrieves images that are most similar to a target image (ΑΝΑΛΥΣΗ ΕΙΚΟΝΑΣ)
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Mar 27, 2023 - MATLAB
POC of the Multi-level Hypergraph structure for Ontology and Machine Learning
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Jul 19, 2024
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