Line Graph Neural Networks for Link Prediction

20 October 2020

Papers citing "Line Graph Neural Networks for Link Prediction"

20 / 20 papers shown

Title
Theoretical Insights into Line Graph Transformation on Graph Learning Fan Yang Xingyue Huang 57 0 0 21 Oct 2024
SupplyGraph: A Benchmark Dataset for Supply Chain Planning using Graph Neural Networks Azmine Toushik Wasi MD Shafikul Islam Adipto Raihan Akib 71 3 0 27 Jan 2024
Clarify Confused Nodes via Separated Learning Jiajun Zhou Sheng Gong Chenxuan Xie Shanqing Yu Qi Xuan Xiaoniu Yang Xiaoniu Yang 127 3 0 04 Jun 2023
Learning Hypergraphs From Signals With Dual Smoothness Prior Bohan Tang Siheng Chen Xiaowen Dong 85 8 0 03 Nov 2022
Graph U-Nets Hongyang Gao Shuiwang Ji AI4CE SSL SSeg GNN 127 1,086 0 11 May 2019
Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems Hongwei Wang Fuzheng Zhang Mengdi Zhang J. Leskovec Miao Zhao Wenjie Li Zhongyuan Wang 64 551 0 11 May 2019
Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems Jiaxuan You Yichen Wang Aditya Pal Pong Eksombatchai C. Rosenberg J. Leskovec 52 125 0 08 Apr 2019
Large-Scale Learnable Graph Convolutional Networks Hongyang Gao Zhengyang Wang Shuiwang Ji GNN 84 593 0 12 Aug 2018
Hierarchical Graph Representation Learning with Differentiable Pooling Rex Ying Jiaxuan You Christopher Morris Xiang Ren William L. Hamilton J. Leskovec GNN 292 2,146 0 22 Jun 2018
Link Prediction Based on Graph Neural Networks Muhan Zhang Yixin Chen GNN 85 1,932 0 27 Feb 2018
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec J. Qiu Yuxiao Dong Hao Ma Jian Li Kuansan Wang Jie Tang 74 917 0 09 Oct 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 501 15,232 0 07 Jun 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 189 4,815 0 17 Mar 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 614 29,051 0 09 Sep 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 186 10,873 0 03 Jul 2016
Learning Convolutional Neural Networks for Graphs Mathias Niepert Mohamed Ahmed Konstantin Kutzkov GNN SSL 135 2,154 0 17 May 2016
LINE: Large-scale Information Network Embedding Jian Tang Meng Qu Mingzhe Wang Ming Zhang Jun Yan Qiaozhu Mei GNN 138 5,335 0 12 Mar 2015
A Review of Relational Machine Learning for Knowledge Graphs Maximilian Nickel Kevin Patrick Murphy Volker Tresp E. Gabrilovich 174 1,574 0 02 Mar 2015
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 254 9,789 0 26 Mar 2014
Mixed membership stochastic blockmodels E. Airoldi David M. Blei S. Fienberg Eric Xing 507 2,122 0 30 May 2007