Yassine ABBAHADDOU

Centrality Graph Shift Operators for Graph Neural Networks

A Geometry-Aware Metric for Mode Collapse in Time Series Generative Models

Enhancing Graph Classification Robustness with Singular Pooling

Graph Neural Network Generalization With Gaussian Mixture Model Based Augmentation

Gaussian Mixture Models Based Augmentation Enhances GNN Generalization

Grassmannian Geometry Meets Dynamic Mode Decomposition in DMD-GEN: A New Metric for Mode Collapse in Time Series Generative Models

Post-Hoc Robustness Enhancement in Graph Neural Networks with Conditional Random Fields

Adversarially Robust Graph Classification: A Pooling-Based Defense Framework

Centrality Graph Shift Operators for Graph Neural Networks

ADMP-GNN: Adaptive Depth Message Passing GNN