On the Power of Edge Independent Graph Models

On the Power of Edge Independent Graph Models

29 October 2021

Sudhanshu Chanpuriya

Konstantinos Sotiropoulos

Charalampos E. Tsourakakis

Papers citing "On the Power of Edge Independent Graph Models"

12 / 12 papers shown

Title
Random Walk Diffusion for Efficient Large-Scale Graph Generation Tobias Bernecker Ghalia Rehawi Francesco Paolo Casale Janine Knauer-Arloth Annalisa Marsico 24 1 0 08 Aug 2024
An Optimal Transport Approach for Network Regression Alex G. Zalles Kai M. Hung Ann E. Finneran L. Beaudrot César A. Uribe 22 0 0 18 Jun 2024
SteinGen: Generating Fidelitous and Diverse Graph Samples G. Reinert Wenkai Xu 26 1 0 27 Mar 2024
On the Role of Edge Dependency in Graph Generative Models Sudhanshu Chanpuriya Cameron Musco Konstantinos Sotiropoulos Charalampos E. Tsourakakis 18 1 0 06 Dec 2023
Leveraging Graph Diffusion Models for Network Refinement Tasks Puja Trivedi Ryan A. Rossi David Arbour Tong Yu Franck Dernoncourt Sungchul Kim Nedim Lipka Namyong Park Nesreen K. Ahmed Danai Koutra DiffM 24 0 0 29 Nov 2023
EDGE++: Improved Training and Sampling of EDGE Mingyang Wu Xiaohui Chen Liping Liu DiffM 11 2 0 22 Oct 2023
GraphMaker: Can Diffusion Models Generate Large Attributed Graphs? Mufei Li Eleonora Kreacic Vamsi K. Potluru Pan Li DiffM 22 7 0 20 Oct 2023
HiGen: Hierarchical Graph Generative Networks Mahdi Karami 31 4 0 30 May 2023
Efficient and Degree-Guided Graph Generation via Discrete Diffusion Modeling Xiaohui Chen Jiaxing He Xuhong Han Liping Liu DiffM 20 46 0 06 May 2023
Implications of sparsity and high triangle density for graph representation learning Hannah Sansford Alexander Modell N. Whiteley Patrick Rubin-Delanchy 12 1 0 27 Oct 2022
Spectral embedding and the latent geometry of multipartite networks Alexander Modell Ian Gallagher Joshua Cape Patrick Rubin-Delanchy 16 1 0 08 Feb 2022
A survey of statistical network models Anna Goldenberg A. Zheng S. Fienberg E. Airoldi 118 977 0 29 Dec 2009