A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step
Guide

A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide

1 April 2024

Alessia Antelmi

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Papers citing "A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide"

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Title
Parameter-Free Hypergraph Neural Network for Few-Shot Node Classification Chaewoon Bae Doyun Choi Jaehyun Lee Jaemin Yoo 68 0 0 24 Oct 2025
Learning to Flow from Generative Pretext Tasks for Neural Architecture Encoding Sunwoo Kim Hyunjin Hwang Kijung Shin AI4CE 166 0 0 21 Oct 2025
Identifying Group Anchors in Real-World Group Interactions Under Label Scarcity Fanchen Bu Geon Lee Minyoung Choe Kijung Shin 96 1 0 25 Sep 2025
How Particle System Theory Enhances Hypergraph Message Passing Yixuan Ma Kai Yi Pietro Lio Shi Jin Yu Wang 201 0 0 24 May 2025
SoftHGNN: Soft Hypergraph Neural Networks for General Visual Recognition Mengqi Lei Yihong Wu Siqi Li Xinhu Zheng Juan Wang Yue Gao Shaoyi Du 3DH 382 2 0 21 May 2025
SDHN: Skewness-Driven Hypergraph Networks for Enhanced Localized Multi-Robot Coordination Delin Zhao Yanbo Shan Chang Liu Shenghang Lin Yingxin Shou Bin Xu 237 0 0 09 Apr 2025
Recent Advances in Hypergraph Neural Networks Murong Yang Xin-Jian Xu GNN 229 7 0 11 Mar 2025
Enhancing the Utility of Higher-Order Information in Relational Learning Raphael Pellegrin Lukas Fesser Melanie Weber 382 0 0 13 Feb 2025
Evolving Skeletons: Motion Dynamics in Action RecognitionThe Web Conference (WWW), 2025 Jushang Qiu Lei Wang 446 1 0 05 Jan 2025
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple RemedyNeural Information Processing Systems (NeurIPS), 2024 Sunwoo Kim Soo Yong Lee Fanchen Bu Shinhwan Kang Kyungho Kim Jaemin Yoo Kijung Shin 145 11 0 27 Oct 2024
HyperMagNet: A Magnetic Laplacian based Hypergraph Neural Network Tatyana Benko Martin Buck Ilya Amburg Stephen J. Young Sinan G. Aksoy 259 3 0 15 Feb 2024