Testbed implementation for Autonomic Network Performance Management of wireless mesh networks. - Abdelhamid G. Moursy; Ahmed Aly; Bide Xu; Dmitri D. Perkins; Magdy A. Bayoumi (GLOBECOM Workshops, 2012)

An Energy-Detection-Based Cooperative Spectrum Sensing Scheme for Minimizing the Effects of NPEE and RSPF. - Oladiran G. Olaleye; Muhammad Iqbal; Ahmed Aly; Dmitri D. Perkins; Magdy A. Bayoumi (MSWiM, 2016)

Framework for generating and designing spectrum awareness modules for opportunistic networking. - Oladiran G. Olaleye; Alaa Ali; Ahmed Aly; Muhammad A. Iqbal; Dmitri D. Perkins; Magdy A. Bayoumi (UEMCON, 2017)

Efficient Single-Shot Multibox Detector for Construction Site Monitoring. - Viral Thakar; Himani Saini; Walid Ahmed; Mohammad M. Soltani; Ahmed Aly; Jia Yuan Yu (ISC2, 2018)

Experiential Robot Learning with Accelerated Neuroevolution. - Ahmed Aly; Joanne Bechta Dugan (CoRR, 2018)

PyText: A Seamless Path from NLP research to production. - Ahmed Aly; Kushal Lakhotia; Shicong Zhao; Mrinal Mohit; Barlas Oguz; Abhinav Arora; Sonal Gupta; Christopher Dewan; Stef Nelson-Lindall; Rushin Shah (CoRR, 2018)

Dynamic power estimation using Transaction Level Modeling. - Amr Baher; Ahmed N. El-Zeiny; Ahmed Aly; Ahmed H. Khalil; Adham Hassan; AbdelRahman Saeed; Karim Abo El Makarem; Magdy A. El-Moursy; Hassan Mostafa (Microelectron. J., 2018)

Evaluating Lottery Tickets Under Distributional Shifts. - Shrey Desai; Hongyuan Zhan; Ahmed Aly (DeepLo@EMNLP-IJCNLP, 2019)

Derivative-Free Optimization of Neural Networks using Local Search. - Ahmed Aly; Gianluca Guadagni; Joanne Bechta Dugan (UEMCON, 2019)

Optimizing Deep Neural Networks with Multiple Search Neuroevolution. - Ahmed Aly; David Weikersdorfer; Claire Delaunay (CoRR, 2019)

Lightweight Convolutional Representations for On-Device Natural Language Processing. - Shrey Desai; Geoffrey Goh; Arun Babu; Ahmed Aly (CoRR, 2020)

Diagnosing Transformers in Task-Oriented Semantic Parsing. - Shrey Desai; Ahmed Aly (ACL/IJCNLP (Findings), 2021)

Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing. - Akshat Shrivastava; Pierce Chuang; Arun Babu; Shrey Desai; Abhinav Arora; Alexander Zotov; Ahmed Aly (EMNLP (Findings), 2021)

Pragmatic Benchmarking for Research Computing. - Dennis Milechin; Ahmed Aly; Josh Bevan; Charlie Jahnke; Yun Shen; Brian Gregor (HPEC, 2021)

Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog. - Arun Babu; Akshat Shrivastava; Armen Aghajanyan; Ahmed Aly; Angela Fan; Marjan Ghazvininejad (NAACL-HLT, 2021)

Low-Resource Task-Oriented Semantic Parsing via Intrinsic Modeling. - Shrey Desai; Akshat Shrivastava; Alexander Zotov; Ahmed Aly (CoRR, 2021)

Latency-Aware Neural Architecture Search with Multi-Objective Bayesian Optimization. - David Eriksson; Pierce I-Jen Chuang; Samuel Daulton; Peng Xia; Akshat Shrivastava; Arun Babu; Shicong Zhao; Ahmed Aly; Ganesh Venkatesh; Maximilian Balandat (CoRR, 2021)

Assessing Data Efficiency in Task-Oriented Semantic Parsing. - Shrey Desai; Akshat Shrivastava; Justin Rill; Brian Moran; Safiyyah Saleem; Alexander Zotov; Ahmed Aly (CoRR, 2021)

AutoNLU: Detecting, root-causing, and fixing NLU model errors. - Pooja Sethi; Denis Savenkov; Forough Arabshahi; Jack Goetz; Micaela Tolliver; Nicolas Scheffer; Ilknur Kabul; Yue Liu; Ahmed Aly (CoRR, 2021)

An Effective VNS for Delivery Districting. - Ahmed Aly; Adriana F. Gabor; Nenad Mladenovic (ICVNS, 2022)

ROBUREC: Building a Robust Recommender using Autoencoders with Anomaly Detection. - Ahmed Aly; Dina Nawara; Rasha F. Kashef (ASONAM, 2023)

Retrieve-and-Fill for Scenario-based Task-Oriented Semantic Parsing. - Akshat Shrivastava; Shrey Desai; Anchit Gupta; Ali Elkahky; Aleksandr Livshits; Alexander Zotov; Ahmed Aly (EACL, 2023)

ICASSP 2023 Spoken Language Understanding Grand Challenge. - Akshat Shrivastava; Suyoun Kim; Paden Tomasello; Ali Elkahky; Daniel Lazar; Trang Le; Shan Jiang; Duc Le; Aleksandr Livshits; Ahmed Aly (ICASSP, 2023)

PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding. - Trang Le; Daniel Lazar; Suyoun Kim; Shan Jiang; Duc Le; Adithya Sagar; Aleksandr Livshits; Ahmed Aly; Akshat Shrivastava (EMNLP (Findings), 2024)

An efficient probability-based VNS algorithm for delivery territory design. - Ahmed Aly; Adriana F. Gabor; Nenad Mladenovic; Andrei Sleptchenko (Comput. Oper. Res., 2024)

Small But Funny: A Feedback-Driven Approach to Humor Distillation. - Sahithya Ravi; Patrick Huber; Akshat Shrivastava; Adithya Sagar; Ahmed Aly; Vered Shwartz; Arash Einolghozati (CoRR, 2024)

CoDi: Conversational Distillation for Grounded Question Answering. - Patrick Huber; Arash Einolghozati; Rylan Conway; Kanika Narang; Matt Smith; Waqar Nayyar; Adithya Sagar; Ahmed Aly; Akshat Shrivastava (CoRR, 2024)

MEGR-APT: A Memory-Efficient APT Hunting System Based on Attack Representation Learning. - Ahmed Aly; Shahrear Iqbal; Amr M. Youssef; Essam Mansour 001 (IEEE Trans. Inf. Forensics Secur., 2024)

Adaptive Cross-Attention for Robust Lung Segmentation with Noisy Labels. - Junyi Liu; Ahmed Aly; Peter Kneuertz; Yuan Xue (ISBI, 2025)

Language and Planning in Robotic Navigation: A Multilingual Evaluation of State-of-the-Art Models. - Malak Mansour; Ahmed Aly; Bahey Tharwat; Sarim Hashmi; Dong An 002; Ian Reid 003 (CoRR, 2025)

Shilling Attacks and Fake Reviews Injection: Principles, Models, and Datasets. - Dina Nawara; Ahmed Aly; Rasha F. Kashef (IEEE Trans. Comput. Soc. Syst., 2025)

CoSMoEs: Compact Sparse Mixture of Experts. - Patrick Huber; Akshat Shrivastava; Ernie Chang; Chinnadhurai Sankar; Ahmed Aly; Adithya Sagar (CoRR, 2025)