Sofiane ENNADIR

Theoretically Understanding the Hidden Adversarial Price of Low-Rank Adaptation

When Less Is More: Uncovering the Robustness Advantage of Model Pruning

Enhancing Graph Classification Robustness with Singular Pooling

Pool Me Wisely: On the Effect of Pooling in Transformer-Based Models

Adversarially Robust Graph Classification: A Pooling-Based Defense Framework

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