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HyperSAGE: Generalizing Inductive Representation Learning on Hypergraphs

HyperSAGE: Generalizing Inductive Representation Learning on Hypergraphs

9 October 2020
Devanshu Arya
D. K. Gupta
S. Rudinac
M. Worring
ArXivPDFHTML

Papers citing "HyperSAGE: Generalizing Inductive Representation Learning on Hypergraphs"

8 / 8 papers shown
Title
Self-Explaining Hypergraph Neural Networks for Diagnosis Prediction
Self-Explaining Hypergraph Neural Networks for Diagnosis Prediction
Leisheng Yu
Yanxiao Cai
Minxing Zhang
Xia Hu
FAtt
118
0
0
15 Feb 2025
Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design
Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design
Lev Telyatnikov
Maria Sofia Bucarelli
Guillermo Bernardez
Olga Zaghen
Simone Scardapane
Pietro Lió
33
10
0
11 Oct 2023
Supervised Hypergraph Reconstruction
Supervised Hypergraph Reconstruction
Yanbang Wang
Jon M. Kleinberg
11
2
0
23 Nov 2022
Evaluating Distribution System Reliability with Hyperstructures Graph
  Convolutional Nets
Evaluating Distribution System Reliability with Hyperstructures Graph Convolutional Nets
Yuzhou Chen
Tian Jiang
M. Heleno
Alexandre Moreira
Yulia R. Gel
GNN
AI4CE
26
3
0
14 Nov 2022
Augmentations in Hypergraph Contrastive Learning: Fabricated and
  Generative
Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative
Tianxin Wei
Yuning You
Tianlong Chen
Yang Shen
Jingrui He
Zhangyang Wang
22
45
0
07 Oct 2022
I'm Me, We're Us, and I'm Us: Tri-directional Contrastive Learning on
  Hypergraphs
I'm Me, We're Us, and I'm Us: Tri-directional Contrastive Learning on Hypergraphs
Dongjin Lee
Kijung Shin
27
36
0
09 Jun 2022
Principled Hyperedge Prediction with Structural Spectral Features and
  Neural Networks
Principled Hyperedge Prediction with Structural Spectral Features and Neural Networks
Changlin Wan
Muhan Zhang
Weiyu Hao
Sha Cao
Pan Li
Chi Zhang
21
15
0
08 Jun 2021
Geometric deep learning: going beyond Euclidean data
Geometric deep learning: going beyond Euclidean data
M. Bronstein
Joan Bruna
Yann LeCun
Arthur Szlam
P. Vandergheynst
GNN
236
3,234
0
24 Nov 2016
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