Generative Modelling of Structurally Constrained Graphs

Generative Modelling of Structurally Constrained Graphs

25 June 2024

Clément Vignac

Pascal Frossard

Papers citing "Generative Modelling of Structurally Constrained Graphs"

7 / 7 papers shown

Title
Tertiary Lymphoid Structures Generation through Graph-based Diffusion Manuel Madeira D. Thanou Pascal Frossard MedIm 25 1 0 10 Oct 2023
Diffusion Models for Graphs Benefit From Discrete State Spaces K. Haefeli Karolis Martinkus Nathanael Perraudin Roger Wattenhofer DiffM 66 36 0 04 Oct 2022
Top-N: Equivariant set and graph generation without exchangeability Clément Vignac P. Frossard BDL 50 34 0 05 Oct 2021
GraphDF: A Discrete Flow Model for Molecular Graph Generation Youzhi Luo Keqiang Yan Shuiwang Ji DRL 157 185 0 01 Feb 2021
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models Daniil Polykovskiy Alexander Zhebrak Benjamín Sánchez-Lengeling Sergey Golovanov Oktai Tatanov ... Simon Johansson Hongming Chen Sergey I. Nikolenko Alán Aspuru-Guzik Alex Zhavoronkov ELM 151 628 0 29 Nov 2018
Junction Tree Variational Autoencoder for Molecular Graph Generation Wengong Jin Regina Barzilay Tommi Jaakkola 208 1,205 0 12 Feb 2018
MoleculeNet: A Benchmark for Molecular Machine Learning Zhenqin Wu Bharath Ramsundar Evan N. Feinberg Joseph Gomes C. Geniesse Aneesh S. Pappu K. Leswing Vijay S. Pande OOD 152 1,748 0 02 Mar 2017