Ahmed Aly

According to our database, Ahmed Aly authored at least 28 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MEGR-APT: A Memory-Efficient APT Hunting System Based on Attack Representation Learning.

Ahmed Aly, Shahrear Iqbal, Amr M. Youssef, Essam Mansour

IEEE Trans. Inf. Forensics Secur., 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

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

An efficient probability-based VNS algorithm for delivery territory design.

Ahmed Aly, Adriana F. Gabor, Nenad Mladenovic, Andrei Sleptchenko

Comput. Oper. Res., 2024

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

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

Proceedings of the IEEE International Conference on Acoustics, 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

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

ROBUREC: Building a Robust Recommender using Autoencoders with Anomaly Detection.

Ahmed Aly, Dina Nawara, Rasha F. Kashef

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023

2022

An Effective VNS for Delivery Districting.

Ahmed Aly, Adriana F. Gabor, Nenad Mladenovic

Proceedings of the Variable Neighborhood Search - 9th International Conference, 2022

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

Assessing Data Efficiency in Task-Oriented Semantic Parsing.

Shrey Desai, Akshat Shrivastava, Justin Rill, Brian Moran, Safiyyah Saleem, 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

Low-Resource Task-Oriented Semantic Parsing via Intrinsic Modeling.

Shrey Desai, Akshat Shrivastava, Alexander Zotov, Ahmed Aly

CoRR, 2021

Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog.

Arun Babu, Akshat Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan, Marjan Ghazvininejad

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Pragmatic Benchmarking for Research Computing.

Dennis Milechin, Ahmed Aly, Josh Bevan, Charlie Jahnke, Yun Shen, Brian Gregor

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Diagnosing Transformers in Task-Oriented Semantic Parsing.

Shrey Desai, Ahmed Aly

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Lightweight Convolutional Representations for On-Device Natural Language Processing.

Shrey Desai, Geoffrey Goh, Arun Babu, Ahmed Aly

CoRR, 2020

2019

Optimizing Deep Neural Networks with Multiple Search Neuroevolution.

Ahmed Aly, David Weikersdorfer, Claire Delaunay

CoRR, 2019

Derivative-Free Optimization of Neural Networks using Local Search.

Ahmed Aly, Gianluca Guadagni, Joanne Bechta Dugan

Proceedings of the 10th IEEE Annual Ubiquitous Computing, 2019

Evaluating Lottery Tickets Under Distributional Shifts.

Shrey Desai, Hongyuan Zhan, Ahmed Aly

Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP, 2019

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

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

Experiential Robot Learning with Accelerated Neuroevolution.

Ahmed Aly, Joanne Bechta Dugan

CoRR, 2018

Efficient Single-Shot Multibox Detector for Construction Site Monitoring.

Viral Thakar, Himani Saini, Walid Ahmed, Mohammad M. Soltani, Ahmed Aly, Jia Yuan Yu

Proceedings of the IEEE International Smart Cities Conference, 2018

2017

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

Proceedings of the 8th IEEE Annual Ubiquitous Computing, 2017

2016

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

Proceedings of the 19th ACM International Conference on Modeling, 2016

2012

Testbed implementation for Autonomic Network Performance Management of wireless mesh networks.

Abdelhamid G. Moursy, Ahmed Aly, Bide Xu, Dmitri D. Perkins, Magdy A. Bayoumi

Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012