|
Poster
|
Wed 14:00
|
On the Robustness of Graph Neural Diffusion to Topology Perturbations
Yang Song · Qiyu Kang · Sijie Wang · Kai Zhao · Wee Peng Tay
|
|
|
Workshop
|
|
Exploring the Design Space of Generative Diffusion Processes for Sparse Graphs
Pierre-André Noël · Pau Rodriguez
|
|
|
Poster
|
Thu 14:00
|
First Hitting Diffusion Models for Generating Manifold, Graph and Categorical Data
Mao Ye · Lemeng Wu · Qiang Liu
|
|
|
Workshop
|
|
Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation
Han Huang · Leilei Sun · Bowen Du · Weifeng Lv
|
|
|
Poster
|
Wed 14:00
|
Capturing Graphs with Hypo-Elliptic Diffusions
Csaba Toth · Darrick Lee · Celia Hacker · Harald Oberhauser
|
|
|
Poster
|
Thu 14:00
|
Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs
Cristian Bodnar · Francesco Di Giovanni · Benjamin Chamberlain · Pietro Lió · Michael Bronstein
|
|
|
Workshop
|
|
A Simple Hypergraph Kernel Convolution based on Discounted Markov Diffusion Process
Fuyang Li · Jiying Zhang · Xi Xiao · bin zhang · Dijun Luo
|
|
|
Workshop
|
|
Diffusion Models for Graphs Benefit From Discrete State Spaces
Kilian Haefeli · Karolis Martinkus · Nathanael Perraudin · Roger Wattenhofer
|
|
