2026

SOLAR: Scalable Distributed Spatial Joins Through Learning-Based Optimization

Yongyi Liu, Ahmed Abdelmaguid, Ahmed R. Mahmood, Amr Magdy, Minyao Zhu

Proceedings of the 42nd IEEE International Conference on Data Engineering (ICDE)

Conference paper

A learning-based system that improves distributed spatial joins by reusing effective partitioners for similar datasets.

2024

AraEGI: Arabic Gender Identification Using Transformers for Egyptian Dialect

Ahmed Abdelmaguid, Marwan Torki, Ayman Khalafallah

2024 IEEE Symposium on Computers and Communications (ISCC)

Conference paper

A transformer-based approach for identifying gender in Egyptian Arabic dialect text.

2022

Vision Transformers Based Classification for Glaucomatous Eye Condition

Moustafa Wassel, Ahmed Abdelmaguid, Noha Adly, Marwan Torki

2022 26th International Conference on Pattern Recognition (ICPR)

Conference paper

A vision-transformer ensemble for classifying glaucoma from fundus images, designed to capture global visual features for more accurate diagnosis.