[1809.09401] Hypergraph Neural Networks - arXiv.org
Sep 25, 2018 · In this paper, we present a hypergraph neural networks (HGNN) framework for data representation learning, which can encode high-order data correlation in a hypergraph …
Hypergraph neural networks | Proceedings of the Thirty-Third …
Jan 27, 2019 · In this paper, we present a hypergraph neural networks (HGNN) framework for data representation learning, which can encode high-order data correlation in a hypergraph …
Recent Advances in Hypergraph Neural Networks - Springer
Sep 13, 2025 · The growing interest in hypergraph neural networks (HGNNs) is driven by their capacity to capture the complex relationships and patterns within hypergraph structured data …
Hypergraph Foundation Model | IEEE Journals & Magazine | IEEE …
Dec 23, 2025 · Hypergraph neural networks (HGNNs) effectively model complex high-order relationships in domains like protein interactions and social networks by connecting multiple …
Hypergraph Neural Networks | Proceedings of the AAAI …
Jul 17, 2019 · In this paper, we present a hypergraph neural networks (HGNN) framework for data representation learning, which can encode high-order data correlation in a hypergraph structure.
Hyperbolic multi-channel hypergraph convolutional neural network …
Jul 9, 2025 · Building on this foundation, we propose a novel Hyperbolic Multi-channel HyperGraph convolutional Neural Network (HMHGNN). Specifically, a multilayer hypergraph …
[2404.01039] A Survey on Hypergraph Neural Networks: An In …
Apr 1, 2024 · As networks of HOIs are expressed mathematically as hypergraphs, hypergraph neural networks (HNNs) have emerged as a powerful tool for representation learning on …
A Tutorial on Hypergraph Neural Networks: An In-Depth and …
Nov 10, 2025 · As a result, hypergraph neural networks (HNNs) have emerged as a powerful tool for representation learning on hypergraphs. Given this emerging trend, we provide a timely …
Diagnosing Alzheimer’s Disease using Hypergraph Neural Networks …
2 days ago · Therefore, one needs to reformulate language prompts as hypergraph prompts. To tackle the above issues, we introduce Prompted HyperGraph Neural Network (PHGNN), a …
(PDF) Hypergraph Neural Networks - ResearchGate
Jul 17, 2019 · In this paper, we present a hypergraph neural networks (HGNN) framework for data representation learning, which can encode high-order data correlation in a hypergraph structure.