| 2022 | CVPR | Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction. | Sara Elkerdawy, Mostafa Elhoushi, Hong Zhang, Nilanjan Ray |
| 2021 | CVPR | Layer Importance Estimation With Imprinting for Neural Network Quantization. | Hongyang Liu, Sara Elkerdawy, Nilanjan Ray, Mostafa Elhoushi |
| 2020 | ACCV | To Filter Prune, or to Layer Prune, That Is the Question. | Sara Elkerdawy, Mostafa Elhoushi, Abhineet Singh, Hong Zhang, Nilanjan Ray |
| 2020 | ICIP | One-Shot Layer-Wise Accuracy Approximation For Layer Pruning. | Sara Elkerdawy, Mostafa Elhoushi, Abhineet Singh, Hong Zhang, Nilanjan Ray |
| 2019 | ICIP | Lightweight Monocular Depth Estimation Model by Joint End-to-End Filter Pruning. | Sara Elkerdawy, Hong Zhang, Nilanjan Ray |
| 2018 | ECCV | Fine-Grained Vehicle Classification with Unsupervised Parts Co-occurrence Learning. | Sara Elkerdawy, Nilanjan Ray, Hong Zhang |
| 2018 | IROS | Real-Time Segmentation with Appearance, Motion and Geometry. | Mennatullah Siam, Sara Elkerdawy, Mostafa Gamal, Moemen Abdel-Razek, Martin Jgersand, Hong Zhang |
| 2014 | ISVC | Scale-Adaptive Object Tracking with Diverse Ensembles. | Sara Elkerdawy, Abdelrahman Eldesokey, Ahmed Salaheldin, Mohamed ElHelw |