A comprehensive generalization of a Graph-Attention-Network GAT based system towards real IP analog-mixed-signal AMS schematics structure recognition. - Ali Deeb; Mohamed Salem; Abdalrahman Ibrahim; Witesyavwirwa Vianney Kambale; Joachim Pichler; Fadi Al Machot; Kyandoghere Kyamakya (ICECS, 2023)

A Robust Automated Analog Circuits Classification Involving a Graph Neural Network and a Novel Data Augmentation Strategy. - Ali Deeb; Abdalrahman Ibrahim; Mohamed Salem; Joachim Pichler; Sergii Tkachov; Anjeza Karaj; Fadi Al Machot; Kyandoghere Kyamakya (Sensors, 2023)

A Graph Attention Network Based System for Robust Analog Circuits' Structure Recognition Involving a Novel Data Augmentation Technique. - Ali Deeb; Mohamed Salem; Abdalrahman Ibrahim; Joachim Pichler; Sergii Tkachov; Anjeza Karaj; Fadi Al Machot; Kyandoghere Kyamakya (IEEE Access, 2024)

FlexiNet: An Adaptive Feature Synthesis Network for Real-Time Ego Vehicle Speed Estimation. - Abdalrahman Ibrahim; Kyandoghere Kyamakya; Wolfgang Pointner (IEEE Access, 2025)