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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
Sunwoo Kim
Soo Yong Lee
Yue Gao
Alessia Antelmi
Mirko Polato
Kijung Shin
    GNNAI4TS
ArXiv (abs)PDFHTML

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

11 / 11 papers shown
Title
Parameter-Free Hypergraph Neural Network for Few-Shot Node Classification
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
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
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
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
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
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
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 Recognition
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 Remedy
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
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
1