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1911.02613
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Hyper-SAGNN: a self-attention based graph neural network for hypergraphs
International Conference on Learning Representations (ICLR), 2019
6 November 2019
Ruochi Zhang
Yuesong Zou
Jian Ma
GNN
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Papers citing
"Hyper-SAGNN: a self-attention based graph neural network for hypergraphs"
50 / 60 papers shown
HyperSearch: Prediction of New Hyperedges through Unconstrained yet Efficient Search
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20 Oct 2025
Hypergraph Neural Network with State Space Models for Node Classification
Engineering applications of artificial intelligence (EAAI), 2025
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Two-dimensional Taxonomy for N-ary Knowledge Representation Learning Methods
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Liubov Tupikina
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191
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01 Jul 2025
Tensor Convolutional Network for Higher-Order Interaction Prediction in Sparse Tensors
Jun-Gi Jang
Jingrui He
A. Margenot
Hanghang Tong
253
1
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14 Mar 2025
Recent Advances in Hypergraph Neural Networks
Murong Yang
Xin-Jian Xu
GNN
299
10
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11 Mar 2025
Hypergraph clustering using Ricci curvature: an edge transport perspective
Olympio Hacquard
362
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20 Dec 2024
Tensor-Fused Multi-View Graph Contrastive Learning
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2024
Yujia Wu
Junyi Mo
Elynn Chen
Yuzhou Chen
323
2
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20 Oct 2024
HyperAggregation: Aggregating over Graph Edges with Hypernetworks
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A. Scherp
GNN
286
1
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16 Jul 2024
Demystifying Higher-Order Graph Neural Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Maciej Besta
Florian Scheidl
Lukas Gianinazzi
Grzegorz Kwa'sniewski
S. Klaiman
Jürgen Müller
Torsten Hoefler
584
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0
18 Jun 2024
Attending to Topological Spaces: The Cellular Transformer
Rubén Ballester
Pablo Hernández-García
Johan Mathe
Claudio Battiloro
Nina Miolane
Tolga Birdal
Carles Casacuberta
Sergio Escalera
Pavlo Vasylenko
400
6
0
23 May 2024
A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide
Sunwoo Kim
Soo Yong Lee
Yue Gao
Alessia Antelmi
Mirko Polato
Kijung Shin
GNN
AI4TS
312
61
0
01 Apr 2024
Expressive Higher-Order Link Prediction through Hypergraph Symmetry Breaking
Simon Zhang
Cheng Xin
Tamal K. Dey
250
3
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17 Feb 2024
Hyperedge Interaction-aware Hypergraph Neural Network
Rongping Ye
Xiaobing Pei
Haoran Yang
Ruiqi Wang
GNN
318
0
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28 Jan 2024
Graph AI in Medicine
Ruth Johnson
Michelle M. Li
Ayush Noori
Owen Queen
Marinka Zitnik
429
4
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20 Oct 2023
Topology-guided Hypergraph Transformer Network: Unveiling Structural Insights for Improved Representation
Khaled Mohammed Saifuddin
M. E. Aktas
Esra Akbas
268
3
0
14 Oct 2023
Topological Node2vec: Enhanced Graph Embedding via Persistent Homology
Journal of machine learning research (JMLR), 2023
Yasuaki Hiraoka
Yusuke Imoto
Killian Meehan
Théo Lacombe
Toshiaki Yachimura
239
9
0
15 Sep 2023
Enhancing Hyperedge Prediction with Context-Aware Self-Supervised Learning
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Yunyong Ko
Hanghang Tong
Sang-Wook Kim
308
5
0
11 Sep 2023
Factor Graph Neural Networks
Journal of machine learning research (JMLR), 2023
Zhen Zhang
Mohammed Haroon Dupty
Fan Wu
Javen Qinfeng Shi
Fan Wu
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309
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02 Aug 2023
A Survey on Graph Classification and Link Prediction based on GNN
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Juan Chen
Q. Wen
GNN
241
27
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03 Jul 2023
Generalization Limits of Graph Neural Networks in Identity Effects Learning
Neural Networks (Neural Netw.), 2023
Giuseppe Alessio D’Inverno
Simone Brugiapaglia
Mirco Ravanelli
535
4
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30 Jun 2023
CAT-Walk: Inductive Hypergraph Learning via Set Walks
Neural Information Processing Systems (NeurIPS), 2023
Ali Behrouz
Farnoosh Hashemi
Sadaf Sadeghian
Margo Seltzer
245
19
0
19 Jun 2023
Classification of Edge-dependent Labels of Nodes in Hypergraphs
Knowledge Discovery and Data Mining (KDD), 2023
Minyoung Choe
Sunwoo Kim
Jaemin Yoo
Kijung Shin
GNN
329
20
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05 Jun 2023
Road Network Representation Learning: A Dual Graph based Approach
ACM Transactions on Knowledge Discovery from Data (TKDD), 2023
Li Zhang
Cheng Long
AI4TS
GNN
229
18
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13 Apr 2023
CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Yumeng Song
Yu Gu
Tianyi Li
Jianzhong Qi
Zhenghao Liu
Christian S. Jensen
Ge Yu
SSL
231
34
0
10 Mar 2023
Supervised Hypergraph Reconstruction
Yanbang Wang
Jon M. Kleinberg
169
3
0
23 Nov 2022
Efficient Cavity Searching for Gene Network of Influenza A Virus
Junjie Li
Jietong Zhao
Yan-Rui Su
Jiahao Shen
Yao-Nan Liu
Xinyue Fan
Z. Kou
140
0
0
05 Nov 2022
Explaining the Explainers in Graph Neural Networks: a Comparative Study
ACM Computing Surveys (ACM CSUR), 2022
Antonio Longa
Steve Azzolin
G. Santin
G. Cencetti
Pietro Lio
Bruno Lepri
Baptiste Caramiaux
400
56
0
27 Oct 2022
SHINE: SubHypergraph Inductive Neural nEtwork
Neural Information Processing Systems (NeurIPS), 2022
Yuan Luo
314
20
0
13 Oct 2022
Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative
Neural Information Processing Systems (NeurIPS), 2022
Tianxin Wei
Yuning You
Tianlong Chen
Yang Shen
Jingrui He
Zinan Lin
177
85
0
07 Oct 2022
Cell Attention Networks
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Lorenzo Giusti
Claudio Battiloro
Lucia Testa
P. Lorenzo
S. Sardellitti
Sergio Barbarossa
3DPC
GNN
945
42
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16 Sep 2022
Learning Causal Effects on Hypergraphs
Knowledge Discovery and Data Mining (KDD), 2022
Jing Ma
Mengting Wan
Longqi Yang
Jundong Li
Brent J. Hecht
J. Teevan
CML
217
68
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07 Jul 2022
A Survey on Hyperlink Prediction
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Cang Chen
Yang-Yu Liu
3DV
AI4CE
276
57
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06 Jul 2022
AHP: Learning to Negative Sample for Hyperedge Prediction
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Hyunjin Hwang
Seungwoo Lee
Chanyoung Park
Kijung Shin
319
47
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13 Apr 2022
Hypergraph Convolutional Networks via Equivalency between Hypergraphs and Undirected Graphs
Jiying Zhang
Fuyang Li
Xi Xiao
Qifeng Bai
Yu Rong
Junzhou Huang
Yatao Bian
GNN
397
30
0
31 Mar 2022
HEAT: Hyperedge Attention Networks
Dobrik Georgiev
Marc Brockschmidt
Miltiadis Allamanis
GNN
281
18
0
28 Jan 2022
A Survey on Visual Transfer Learning using Knowledge Graphs
Sebastian Monka
Lavdim Halilaj
Achim Rettinger
333
28
0
27 Jan 2022
Dynamic Representation Learning with Temporal Point Processes for Higher-Order Interaction Forecasting
AAAI Conference on Artificial Intelligence (AAAI), 2021
Tony Gracious
Ambedkar Dukkipati
3DPC
AI4TS
339
7
0
19 Dec 2021
The CAT SET on the MAT: Cross Attention for Set Matching in Bipartite Hypergraphs
Govind Sharma
Swyam Prakash Singh
V. Devi
M. Murty
196
2
0
30 Oct 2021
Transformers Generalize DeepSets and Can be Extended to Graphs and Hypergraphs
Jinwoo Kim
Saeyoon Oh
Seunghoon Hong
AI4CE
240
47
0
27 Oct 2021
HyperTeNet: Hypergraph and Transformer-based Neural Network for Personalized List Continuation
M. Vijaikumar
Deepesh V. Hada
S. Shevade
211
5
0
04 Oct 2021
Double-Scale Self-Supervised Hypergraph Learning for Group Recommendation
International Conference on Information and Knowledge Management (CIKM), 2021
Junwei Zhang
Min Gao
Junliang Yu
Lei Guo
Jundong Li
Hongzhi Yin
255
158
0
09 Sep 2021
You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks
Eli Chien
Chao Pan
Jianhao Peng
O. Milenkovic
GNN
532
201
0
24 Jun 2021
Neural Predicting Higher-order Patterns in Temporal Networks
The Web Conference (WWW), 2021
Yunyu Liu
Jianzhu Ma
Pan Li
391
38
0
10 Jun 2021
Learnable Hypergraph Laplacian for Hypergraph Learning
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Jiying Zhang
Yuzhao Chen
Xiong Xiao
Runiu Lu
Shutao Xia
228
34
0
10 Jun 2021
Principled Hyperedge Prediction with Structural Spectral Features and Neural Networks
Changlin Wan
Muhan Zhang
Weiyu Hao
Sha Cao
Pan Li
Fangqiu Yi
257
15
0
08 Jun 2021
Hypergraph Pre-training with Graph Neural Networks
Boxin Du
Changhe Yuan
Robert A. Barton
T. Neiman
Hanghang Tong
AI4CE
175
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23 May 2021
Adaptive Hypergraph Convolutional Network for No-Reference 360-degree Image Quality Assessment
ACM Multimedia (ACM MM), 2021
Jun Fu
Chengbin Hou
Wei Zhou
Jiahua Xu
Zhibo Chen
265
44
0
19 May 2021
Scalable Hypergraph Embedding System
International School and Conference on Network Science X (NetSci), 2021
Sepideh Maleki
Donya Saless
Dennis Paul Wall
K. Pingali
GNN
334
6
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09 Mar 2021
Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks
International Conference on Machine Learning (ICML), 2021
Cristian Bodnar
Fabrizio Frasca
Yu Guang Wang
N. Otter
Guido Montúfar
Pietro Lio
M. Bronstein
432
306
0
04 Mar 2021
Multiplex Bipartite Network Embedding using Dual Hypergraph Convolutional Networks
The Web Conference (WWW), 2021
Hansheng Xue
Luwei Yang
Vaibhav Rajan
Wen Jiang
Yi Wei
Yu Lin
GNN
162
54
0
12 Feb 2021
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