GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network Explanations
Kenza Amara, Mennatallah El-Assady, Rex Ying. GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network Explanations. . Dec, 2023.
A substructure-aware loss for feature attribution in drug discovery
Kenza Amara, Jose Jimenez Luna, Raquel Rodriguez Perez. A substructure-aware loss for feature attribution in drug discovery. Journal of Cheminformatics. Oct, 2022.
GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks
Kenza Amara, Rex Ying, Ce Zhang. GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks. . Jun, 2022.