SteinGen: Generating Fidelitous and Diverse Graph Samples

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SteinGen: Generating Fidelitous and Diverse Graph Samples

27 March 2024

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Papers citing "SteinGen: Generating Fidelitous and Diverse Graph Samples"

13 / 13 papers shown

Title
On RKHS Choices for Assessing Graph Generators via Kernel Stein Statistics Moritz Weckbecker Wenkai Xu Gesine Reinert 72 3 0 11 Oct 2022
Generative Subgraph Contrast for Self-Supervised Graph Representation Learning Yuehui Han Le Hui Qianliang Wu J. Qian Jin Xie SSL 75 14 0 25 Jul 2022
On the Power of Edge Independent Graph Models Sudhanshu Chanpuriya Cameron Musco Konstantinos Sotiropoulos Charalampos E. Tsourakakis 72 15 0 29 Oct 2021
ergm 4: New features P. Krivitsky David R. Hunter Martina Morris Chad Klumb 15 49 0 09 Jun 2021
A Systematic Survey on Deep Generative Models for Graph Generation Xiaojie Guo Liang Zhao MedIm 106 150 0 13 Jul 2020
Machine Learning on Graphs: A Model and Comprehensive Taxonomy Ines Chami Sami Abu-El-Haija Bryan Perozzi Christopher Ré Kevin Patrick Murphy 92 290 0 07 May 2020
GraphGen: A Scalable Approach to Domain-agnostic Labeled Graph Generation Nikhil Goyal Harsh Jain Sayan Ranu 47 93 0 22 Jan 2020
NetGAN: Generating Graphs via Random Walks Aleksandar Bojchevski Oleksandr Shchur Daniel Zügner Stephan Günnemann GAN GNN 182 361 0 02 Mar 2018
GraphVAE: Towards Generation of Small Graphs Using Variational Autoencoders M. Simonovsky N. Komodakis GNN BDL 120 856 0 09 Feb 2018
A Kernelized Stein Discrepancy for Goodness-of-fit Tests and Model Evaluation Qiang Liu Jason D. Lee Michael I. Jordan 113 486 0 10 Feb 2016
A Kernel Test of Goodness of Fit Kacper P. Chwialkowski Heiko Strathmann Arthur Gretton BDL 213 328 0 09 Feb 2016
Measuring Sample Quality with Stein's Method Jackson Gorham Lester W. Mackey 146 225 0 09 Jun 2015
Estimating and understanding exponential random graph models S. Chatterjee P. Diaconis 167 347 0 14 Feb 2011