Hyper-SAGNN: a self-attention based graph neural network for hypergraphs

6 November 2019

Papers citing "Hyper-SAGNN: a self-attention based graph neural network for hypergraphs"

34 / 34 papers shown

Title
Tensor Convolutional Network for Higher-Order Interaction Prediction in Sparse Tensors Jun-Gi Jang Jingrui He A. Margenot Hanghang Tong 62 0 0 14 Mar 2025
Tensor-Fused Multi-View Graph Contrastive Learning Yujia Wu Junyi Mo Elynn Chen Yuzhou Chen 120 1 0 20 Oct 2024
Hyperedge Interaction-aware Hypergraph Neural Network Rongping Ye Xiaobing Pei Haoran Yang Ruiqi Wang GNN 50 1 0 28 Jan 2024
Enhancing Hyperedge Prediction with Context-Aware Self-Supervised Learning Yunyong Ko Hanghang Tong Sang-Wook Kim 75 0 0 11 Sep 2023
CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network Yumeng Song Yu Gu Tianyi Li Jianzhong Qi Zhenghao Liu Christian S. Jensen Ge Yu SSL 80 19 0 10 Mar 2023
Supervised Hypergraph Reconstruction Yanbang Wang Jon M. Kleinberg 51 2 0 23 Nov 2022
Explaining the Explainers in Graph Neural Networks: a Comparative Study Antonio Longa Steve Azzolin G. Santin G. Cencetti Pietro Lio Bruno Lepri Andrea Passerini 111 31 0 27 Oct 2022
SHINE: SubHypergraph Inductive Neural nEtwork Yuan Luo 116 14 0 13 Oct 2022
Cell Attention Networks Lorenzo Giusti Claudio Battiloro Lucia Testa P. Lorenzo S. Sardellitti Sergio Barbarossa 3DPC GNN 389 36 0 16 Sep 2022
Learning Causal Effects on Hypergraphs Jing Ma Mengting Wan Longqi Yang Jundong Li Brent J. Hecht J. Teevan CML 60 49 0 07 Jul 2022
A Survey on Hyperlink Prediction Cang Chen Yang-Yu Liu 3DV AI4CE 57 44 0 06 Jul 2022
Hypergraph Convolutional Networks via Equivalency between Hypergraphs and Undirected Graphs Jiying Zhang Fuyang Li Xi Xiao Tingyang Xu Yu Rong Junzhou Huang Yatao Bian GNN 63 24 0 31 Mar 2022
HEAT: Hyperedge Attention Networks Dobrik Georgiev Marc Brockschmidt Miltiadis Allamanis GNN 120 17 0 28 Jan 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 121 23 0 27 Jan 2022
The CAT SET on the MAT: Cross Attention for Set Matching in Bipartite Hypergraphs Govind Sharma Swyam Prakash Singh V. Devi M. Murty 39 2 0 30 Oct 2021
Transformers Generalize DeepSets and Can be Extended to Graphs and Hypergraphs Jinwoo Kim Saeyoon Oh Seunghoon Hong AI4CE 66 42 0 27 Oct 2021
Double-Scale Self-Supervised Hypergraph Learning for Group Recommendation Junwei Zhang Min Gao Junliang Yu Lei Guo Jundong Li Hongzhi Yin 81 135 0 09 Sep 2021
You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks Eli Chien Chao Pan Jianhao Peng O. Milenkovic GNN 123 133 0 24 Jun 2021
Learnable Hypergraph Laplacian for Hypergraph Learning Jiying Zhang Yuzhao Chen Xiong Xiao Runiu Lu Shutao Xia 71 30 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 49 15 0 08 Jun 2021
Hypergraph Pre-training with Graph Neural Networks Boxin Du Changhe Yuan Robert A. Barton T. Neiman Hanghang Tong AI4CE 62 14 0 23 May 2021
Adaptive Hypergraph Convolutional Network for No-Reference 360-degree Image Quality Assessment Jun Fu Chengbin Hou Wei Zhou Jiahua Xu Zhibo Chen 55 30 0 19 May 2021
Scalable Hypergraph Embedding System Sepideh Maleki Donya Saless Dennis Paul Wall K. Pingali GNN 35 5 0 09 Mar 2021
Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks Cristian Bodnar Fabrizio Frasca Yu Guang Wang N. Otter Guido Montúfar Pietro Lio M. Bronstein 109 257 0 04 Mar 2021
Multiplex Bipartite Network Embedding using Dual Hypergraph Convolutional Networks Hansheng Xue Luwei Yang Vaibhav Rajan Wen Jiang Yi Wei Yu Lin GNN 46 48 0 12 Feb 2021
Learning over Families of Sets -- Hypergraph Representation Learning for Higher Order Tasks Balasubramaniam Srinivasan Da Zheng George Karypis GNN 93 21 0 19 Jan 2021
Signal Processing on Higher-Order Networks: Livin' on the Edge ... and Beyond Michael T. Schaub Yu Zhu Jean-Baptiste Seby T. Roddenberry Santiago Segarra 225 149 0 14 Jan 2021
Neuralizing Efficient Higher-order Belief Propagation Mohammed Haroon Dupty W. Lee 50 7 0 19 Oct 2020
Message Passing for Hyper-Relational Knowledge Graphs Mikhail Galkin Priyansh Trivedi Gaurav Maheshwari Ricardo Usbeck Jens Lehmann 175 122 0 22 Sep 2020
HNHN: Hypergraph Networks with Hyperedge Neurons Yihe Dong W. Sawin Yoshua Bengio GNN 58 133 0 22 Jun 2020
Subgraph Neural Networks Emily Alsentzer S. G. Finlayson Michelle M. Li Marinka Zitnik GNN 150 139 0 18 Jun 2020
Attentive Group Equivariant Convolutional Networks David W. Romero Erik J. Bekkers Jakub M. Tomczak Mark Hoogendoorn 115 91 0 07 Feb 2020
Universal Graph Transformer Self-Attention Networks Dai Quoc Nguyen T. Nguyen Dinh Q. Phung ViT 108 67 0 26 Sep 2019
An Attentive Survey of Attention Models S. Chaudhari Varun Mithal Gungor Polatkan R. Ramanath 194 666 0 05 Apr 2019