Disentangled Dynamic Graph Deep Generation

Disentangled Dynamic Graph Deep Generation

14 October 2020

Wenbin Zhang

Dieter Pfoser

Papers citing "Disentangled Dynamic Graph Deep Generation"

19 / 19 papers shown

Title
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 312 8,441 0 03 Jan 2019
Deep Graph Translation Xiaojie Guo Lingfei Wu Liang Zhao GNN 33 32 0 25 May 2018
Scalable Factorized Hierarchical Variational Autoencoder Training Wei-Ning Hsu James R. Glass BDL 28 23 0 09 Apr 2018
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks Kun Xu Lingfei Wu Zhiguo Wang Yansong Feng Michael Witbrock V. Sheinin GNN 52 173 0 03 Apr 2018
Disentangled Sequential Autoencoder Yingzhen Li Stephan Mandt CoGe 66 270 0 08 Mar 2018
NetGAN: Generating Graphs via Random Walks Aleksandar Bojchevski Oleksandr Shchur Daniel Zügner Stephan Günnemann GAN GNN 111 361 0 02 Mar 2018
Syntax-Directed Variational Autoencoder for Structured Data H. Dai Yingtao Tian Bo Dai Steven Skiena Le Song 74 325 0 24 Feb 2018
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models Jiaxuan You Rex Ying Xiang Ren William L. Hamilton J. Leskovec GNN BDL 90 840 0 24 Feb 2018
GraphVAE: Towards Generation of Small Graphs Using Variational Autoencoders M. Simonovsky N. Komodakis GNN BDL 84 842 0 09 Feb 2018
Neural Text Generation: A Practical Guide Ziang Xie 29 46 0 27 Nov 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 314 19,991 0 30 Oct 2017
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data Wei-Ning Hsu Yu Zhang James R. Glass BDL SSL 60 351 0 22 Sep 2017
Wasserstein Learning of Deep Generative Point Process Models Shuai Xiao Mehrdad Farajtabar X. Ye Junchi Yan Le Song H. Zha DiffM 45 169 0 23 May 2017
Deep Variational Information Bottleneck Alexander A. Alemi Ian S. Fischer Joshua V. Dillon Kevin Patrick Murphy 80 1,697 0 01 Dec 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 439 28,901 0 09 Sep 2016
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 232 13,968 0 19 Nov 2015
Dynamic stochastic blockmodels for time-evolving social networks Kevin S. Xu Alfred Hero 135 235 0 04 Mar 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 362 16,962 0 20 Dec 2013
A Kernel Method for the Two-Sample Problem Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alex Smola 169 2,352 0 15 May 2008