HaoranZ99 / DDSM Public

Notifications You must be signed in to change notification settings
Fork 0
Star 0

[KDD 2026] Rethinking Message Passing Neural Networks with Diffusion Distance-guided Stress Majorization

arxiv.org/abs/2511.19984

0 stars 0 forks Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
src		src
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
run.sh		run.sh

Repository files navigation

DDSM

Requirements

matplotlib==3.7.1
networkx==3.2
numpy==1.26.3
ogb==1.3.6
pandas==2.2.2
pyg=2.1.0
pytorch==1.11.0
pytorch-cluster==1.6.0
pytroch-scatter==2.0.9
pytorch-sparse==0.6.15
scikit-learn==1.3.0
scipy==1.11.4
tqdm==4.65.0

Run Experiments

To reproduce our emperical results, run the run.sh file.

bash run.sh

About

[KDD 2026] Rethinking Message Passing Neural Networks with Diffusion Distance-guided Stress Majorization

arxiv.org/abs/2511.19984

diffusion-distance graph-neural-networks over-smoothing dirichlet-energy

Report repository

Releases 1

Packages

No packages published

Languages