SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits
of One-shot Graph Generators

SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators

4 April 2022

Karolis Martinkus

Nathanael Perraudin

Roger Wattenhofer

Papers citing "SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators"

14 / 14 papers shown

Title
HOG-Diff: Higher-Order Guided Diffusion for Graph Generation Yiming Huang Tolga Birdal DiffM 70 0 0 06 Feb 2025
NetDiff: Deep Graph Denoising Diffusion for Ad Hoc Network Topology Generation Félix Marcoccia C. Adjih P. Mühlethaler DiffM 11 0 0 09 Oct 2024
EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing Kaizhi Zheng Xiaotong Chen Xuehai He Jing Gu Linjie Li Zhengyuan Yang Kevin Qinghong Lin Jianfeng Wang Lijuan Wang Xin Eric Wang KELM DiffM 23 0 0 03 Oct 2024
Challenges of Generating Structurally Diverse Graphs Fedor Velikonivtsev Mikhail Mironov Liudmila Prokhorenkova 14 3 0 27 Sep 2024
Cometh: A continuous-time discrete-state graph diffusion model Antoine Siraudin Fragkiskos D. Malliaros Christopher Morris 16 3 0 10 Jun 2024
Discrete-state Continuous-time Diffusion for Graph Generation Zhe Xu Ruizhong Qiu Yuzhong Chen Huiyuan Chen Xiran Fan Menghai Pan Zhichen Zeng Mahashweta Das Hanghang Tong 16 8 0 19 May 2024
Graph Distillation with Eigenbasis Matching Yang Liu Deyu Bo Chuan Shi DD 20 9 0 13 Oct 2023
Size Matters: Large Graph Generation with HiGGs Alex O. Davies Nirav Ajmeri Telmo de Menezes e Silva Filho 19 3 0 20 Jun 2023
E(n)-equivariant Graph Neural Cellular Automata G. Gala Daniele Grattarola Erik Quaeghebeur GNN 21 3 0 25 Jan 2023
Top-N: Equivariant set and graph generation without exchangeability Clément Vignac P. Frossard BDL 50 34 0 05 Oct 2021
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation Jiaxuan You Bowen Liu Rex Ying Vijay S. Pande J. Leskovec GNN 181 878 0 07 Jun 2018
Junction Tree Variational Autoencoder for Molecular Graph Generation Wengong Jin Regina Barzilay Tommi Jaakkola 208 1,205 0 12 Feb 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 210 13,886 0 02 Dec 2016
A survey of statistical network models Anna Goldenberg A. Zheng S. Fienberg E. Airoldi 112 975 0 29 Dec 2009