Learnable Hypergraph Laplacian for Hypergraph Learning

Author:

Zhang Jiying1,Chen Yuzhao1,Xiao Xi1,Lu Runiu1,Xia Shu-Tao1

Affiliation:

1. Tsinghua University,Shenzhen International Graduate School,Shenzhen,China

Funder

National Natural Science Foundation of China

Research and Development

Tsinghua Shenzhen International Graduate School

Publisher

IEEE

Reference24 articles.

1. Hypergraph Neural Networks

2. Hypergraph convolutional networks via equivalency between hyper-graphs and undirected graphs;zhang,2022

3. UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks

4. Deep graph structure learning for robust representations: A survey;zhu,2021

5. Dynamic Hypergraph Structure Learning

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1. A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

2. Dynamic Hypergraph Structure Learning for Multivariate Time Series Forecasting;IEEE Transactions on Big Data;2024-08

3. Multi-Label Zero-Shot Product Attribute-Value Extraction;Proceedings of the ACM Web Conference 2024;2024-05-13

4. DHyper: A Recurrent Dual Hypergraph Neural Network for Event Prediction in Temporal Knowledge Graphs;ACM Transactions on Information Systems;2024-04-29

5. Hic-KGQA: Improving multi-hop question answering over knowledge graph via hypergraph and inference chain;Knowledge-Based Systems;2023-10

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