Ahmed Aly

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 32

Top Topics

Semantic Parsing

Language Understanding

Grand Challenge

Top Venues

DeepLo@EMNLP-IJCNLP

Publications

Trang Le, Daniel Lazar, Suyoun Kim, Shan Jiang, Duc Le, Adithya Sagar, Aleksandr Livshits, Ahmed Aly, Akshat Shrivastava
PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding. CoRR (2024)
Ahmed Aly, Shahrear Iqbal, Amr M. Youssef, Essam Mansour
MEGR-APT: A Memory-Efficient APT Hunting System Based on Attack Representation Learning. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Sahithya Ravi, Patrick Huber, Akshat Shrivastava, Adithya Sagar, Ahmed Aly, Vered Shwartz, Arash Einolghozati
Small But Funny: A Feedback-Driven Approach to Humor Distillation. CoRR (2024)
Ahmed Aly, Adriana F. Gabor, Nenad Mladenovic, Andrei Sleptchenko
An efficient probability-based VNS algorithm for delivery territory design. Comput. Oper. Res. 170 (2024)
Akshat Shrivastava, Suyoun Kim, Paden Tomasello, Ali Elkahky, Daniel Lazar, Trang Le, Shan Jiang, Duc Le, Aleksandr Livshits, Ahmed Aly
ICASSP 2023 Spoken Language Understanding Grand Challenge. ICASSP (2023)
Akshat Shrivastava, Shrey Desai, Anchit Gupta, Ali Elkahky, Aleksandr Livshits, Alexander Zotov, Ahmed Aly
Retrieve-and-Fill for Scenario-based Task-Oriented Semantic Parsing. EACL (2023)
Ahmed Aly, Dina Nawara, Rasha F. Kashef
ROBUREC: Building a Robust Recommender using Autoencoders with Anomaly Detection. ASONAM (2023)
Akshat Shrivastava, Shrey Desai, Anchit Gupta, Ali Elkahky, Aleksandr Livshits, Alexander Zotov, Ahmed Aly
Retrieve-and-Fill for Scenario-based Task-Oriented Semantic Parsing. CoRR (2022)
Ahmed Aly, Adriana F. Gabor, Nenad Mladenovic
An Effective VNS for Delivery Districting. ICVNS (2022)
Shrey Desai, Ahmed Aly
Diagnosing Transformers in Task-Oriented Semantic Parsing. ACL/IJCNLP (Findings) (2021)
Pooja Sethi, Denis Savenkov, Forough Arabshahi, Jack Goetz, Micaela Tolliver, Nicolas Scheffer, Ilknur Kabul, Yue Liu, Ahmed Aly
AutoNLU: Detecting, root-causing, and fixing NLU model errors. CoRR (2021)
Arun Babu, Akshat Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan, Marjan Ghazvininejad
Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog. CoRR (2021)
Akshat Shrivastava, Pierce Chuang, Arun Babu, Shrey Desai, Abhinav Arora, Alexander Zotov, Ahmed Aly
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing. EMNLP (Findings) (2021)
Akshat Shrivastava, Pierce Chuang, Arun Babu, Shrey Desai, Abhinav Arora, Alexander Zotov, Ahmed Aly
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing. CoRR (2021)
Shrey Desai, Ahmed Aly
Diagnosing Transformers in Task-Oriented Semantic Parsing. CoRR (2021)
Arun Babu, Akshat Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan, Marjan Ghazvininejad
Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog. NAACL-HLT (2021)
David Eriksson, Pierce I-Jen Chuang, Samuel Daulton, Peng Xia, Akshat Shrivastava, Arun Babu, Shicong Zhao, Ahmed Aly, Ganesh Venkatesh, Maximilian Balandat
Latency-Aware Neural Architecture Search with Multi-Objective Bayesian Optimization. CoRR (2021)
Dennis Milechin, Ahmed Aly, Josh Bevan, Charlie Jahnke, Yun Shen, Brian Gregor
Pragmatic Benchmarking for Research Computing. HPEC (2021)
Shrey Desai, Akshat Shrivastava, Alexander Zotov, Ahmed Aly
Low-Resource Task-Oriented Semantic Parsing via Intrinsic Modeling. CoRR (2021)
Shrey Desai, Akshat Shrivastava, Justin Rill, Brian Moran, Safiyyah Saleem, Alexander Zotov, Ahmed Aly
Assessing Data Efficiency in Task-Oriented Semantic Parsing. CoRR (2021)
Shrey Desai, Geoffrey Goh, Arun Babu, Ahmed Aly
Lightweight Convolutional Representations for On-Device Natural Language Processing. CoRR (2020)
Ahmed Aly, Gianluca Guadagni, Joanne B. Dugan
Derivative-Free Optimization of Neural Networks using Local Search. UEMCON (2019)
Shrey Desai, Hongyuan Zhan, Ahmed Aly
Evaluating Lottery Tickets Under Distributional Shifts. DeepLo@EMNLP-IJCNLP (2019)
Ahmed Aly, David Weikersdorfer, Claire Delaunay
Optimizing Deep Neural Networks with Multiple Search Neuroevolution. CoRR (2019)
Shrey Desai, Hongyuan Zhan, Ahmed Aly
Evaluating Lottery Tickets Under Distributional Shifts. CoRR (2019)
Ahmed Aly, Joanne B. Dugan
Experiential Robot Learning with Accelerated Neuroevolution. CoRR (2018)
Viral Thakar, Himani Saini, Walid Ahmed, Mohammad M. Soltani, Ahmed Aly, Jia Yuan Yu
Efficient Single-Shot Multibox Detector for Construction Site Monitoring. CoRR (2018)
Viral Thakar, Himani Saini, Walid Ahmed, Mohammad M. Soltani, Ahmed Aly, Jia Yuan Yu
Efficient Single-Shot Multibox Detector for Construction Site Monitoring. ISC2 (2018)
Ahmed Aly, Kushal Lakhotia, Shicong Zhao, Mrinal Mohit, Barlas Oguz, Abhinav Arora, Sonal Gupta, Christopher Dewan, Stef Nelson-Lindall, Rushin Shah
PyText: A Seamless Path from NLP research to production. CoRR (2018)
Amr Baher, Ahmed N. El-Zeiny, Ahmed Aly, Ahmed Khalil, Adham Hassan, AbdelRahman Saeed, Karim Abo El Makarem, Magdy A. El-Moursy, Hassan Mostafa
Dynamic power estimation using Transaction Level Modeling. Microelectron. J. 81 (2018)
Oladiran G. Olaleye, Alaa Ali, Ahmed Aly, Muhammad A. Iqbal, Dmitri D. Perkins, Magdy A. Bayoumi
Framework for generating and designing spectrum awareness modules for opportunistic networking. UEMCON (2017)
Oladiran G. Olaleye, Muhammad Iqbal, Ahmed Aly, Dmitri D. Perkins, Magdy A. Bayoumi
An Energy-Detection-Based Cooperative Spectrum Sensing Scheme for Minimizing the Effects of NPEE and RSPF. MSWiM (2016)
Abdelhamid G. Moursy, Ahmed Aly, Bide Xu, Dmitri D. Perkins, Magdy A. Bayoumi
Testbed implementation for Autonomic Network Performance Management of wireless mesh networks. GLOBECOM Workshops (2012)