2 papers
cs.LG2025
Fixed-point graph convolutional networks against adversarial attacks
Shakib Khan, A. Ben Hamza, Amr Youssef
Adversarial attacks present a significant risk to the integrity and performance of graph neural networks, particularly in tasks where graph structure and node features are vulnerab…
cs.CV2025
SlideMamba: Entropy-Based Adaptive Fusion of GNN and Mamba for Enhanced Representation Learning in Digital Pathology
Shakib Khan, Fariba Dambandkhameneh, Nazim Shaikh +3
Advances in computational pathology increasingly rely on extracting meaningful representations from Whole Slide Images (WSIs) to support various clinical and biological tasks. In t…