Deep Hypergraph Structure Learning

Deep Hypergraph Structure Learning

26 August 2022

Papers citing "Deep Hypergraph Structure Learning"

16 / 16 papers shown

Title
HyperGLM: HyperGraph for Video Scene Graph Generation and Anticipation Trong-Thuan Nguyen Pha Nguyen J. Cothren Alper Yilmaz Khoa Luu 132 1 0 27 Nov 2024
Improving Subgraph Recognition with Variational Graph Information Bottleneck Junchi Yu Jie Cao Ran He 47 54 0 18 Dec 2021
You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks Eli Chien Chao Pan Jianhao Peng O. Milenkovic GNN 87 132 0 24 Jun 2021
UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks Jing Huang Jie Yang AI4CE GNN 54 175 0 03 May 2021
Graph Information Bottleneck Tailin Wu Hongyu Ren Pan Li J. Leskovec AAML 140 235 0 24 Oct 2020
Graph Information Bottleneck for Subgraph Recognition Junchi Yu Tingyang Xu Yu Rong Yatao Bian Junzhou Huang Ran He 47 157 0 12 Oct 2020
HyperSAGE: Generalizing Inductive Representation Learning on Hypergraphs Devanshu Arya D. K. Gupta Stevan Rudinac Marcel Worring 54 78 0 09 Oct 2020
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings Yu Chen Lingfei Wu Mohammed J Zaki 94 415 0 21 Jun 2020
Hypergraph Convolution and Hypergraph Attention S. Bai Feihu Zhang Philip Torr GNN 77 624 0 23 Jan 2019
Hypergraph Neural Networks Yifan Feng Haoxuan You Zizhao Zhang Rongrong Ji Yue Gao GNN 78 1,374 0 25 Sep 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 468 20,124 0 30 Oct 2017
Deep Variational Information Bottleneck Alexander A. Alemi Ian S. Fischer Joshua V. Dillon Kevin Patrick Murphy 117 1,720 0 01 Dec 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 614 29,032 0 09 Sep 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
Deep Learning and the Information Bottleneck Principle Naftali Tishby Noga Zaslavsky DRL 204 1,584 0 09 Mar 2015
Estimating divergence functionals and the likelihood ratio by convex risk minimization X. Nguyen Martin J. Wainwright Michael I. Jordan 221 803 0 04 Sep 2008