Classification of Edge-dependent Labels of Nodes in Hypergraphs

Author:

Choe Minyoung1ORCID,Kim Sunwoo1ORCID,Yoo Jaemin2ORCID,Shin Kijung1ORCID

Affiliation:

1. Korea Advanced Institute of Science and Technology, Seoul, South Korea

2. Carnegie Mellon University, Pittsburgh, PA, USA

Funder

National Research Foundation of Korea

Institute of Information & Communications Technology Planning & Evaluation

Publisher

ACM

Reference66 articles.

1. Ralph Abboud , Ismail Ilkan Ceylan , Martin Grohe, and Thomas Lukasiewicz. 2020 . The surprising power of graph neural networks with random node initialization. arXiv preprint arXiv:2010.01179 (2020). Ralph Abboud, Ismail Ilkan Ceylan, Martin Grohe, and Thomas Lukasiewicz. 2020. The surprising power of graph neural networks with random node initialization. arXiv preprint arXiv:2010.01179 (2020).

2. Ryan Aponte , Ryan A Rossi , Shunan Guo , Jane Hoffswell , Nedim Lipka , Chang Xiao , Gromit Chan , Eunyee Koh , and Nesreen Ahmed . 2022. A Hypergraph Neural Network Framework for Learning Hyperedge-Dependent Node Embeddings. arXiv preprint arXiv:2212.14077 ( 2022 ). Ryan Aponte, Ryan A Rossi, Shunan Guo, Jane Hoffswell, Nedim Lipka, Chang Xiao, Gromit Chan, Eunyee Koh, and Nesreen Ahmed. 2022. A Hypergraph Neural Network Framework for Learning Hyperedge-Dependent Node Embeddings. arXiv preprint arXiv:2212.14077 (2022).

3. Jimmy Lei Ba , Jamie Ryan Kiros, and Geoffrey E Hinton . 2016 . Layer normalization. arXiv:1607.06450 (2016). Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E Hinton. 2016. Layer normalization. arXiv:1607.06450 (2016).

4. Hypergraph convolution and hypergraph attention

5. Mikhail Belkin and Partha Niyogi . 2003. Laplacian eigenmaps for dimensionality reduction and data representation. Neural computation , Vol. 15 , 6 ( 2003 ), 1373--1396. Mikhail Belkin and Partha Niyogi. 2003. Laplacian eigenmaps for dimensionality reduction and data representation. Neural computation, Vol. 15, 6 (2003), 1373--1396.

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Hypergraph motifs and their extensions beyond binary;The VLDB Journal;2023-12-26

2. Classification of Edge-dependent Labels of Nodes in Hypergraphs;Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2023-08-04

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