CoSMoEs: Compact Sparse Mixture of Experts.
CoRR, March, 2025
Shilling Attacks and Fake Reviews Injection: Principles, Models, and Datasets.
IEEE Trans. Comput. Soc. Syst., February, 2025
Language and Planning in Robotic Navigation: A Multilingual Evaluation of State-of-the-Art Models.
CoRR, January, 2025
Adaptive Cross-Attention for Robust Lung Segmentation with Noisy Labels.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025
MEGR-APT: A Memory-Efficient APT Hunting System Based on Attack Representation Learning.
IEEE Trans. Inf. Forensics Secur., 2024
CoDi: Conversational Distillation for Grounded Question Answering.
CoRR, 2024
Small But Funny: A Feedback-Driven Approach to Humor Distillation.
CoRR, 2024
An efficient probability-based VNS algorithm for delivery territory design.
Comput. Oper. Res., 2024
PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
ICASSP 2023 Spoken Language Understanding Grand Challenge.
Proceedings of the IEEE International Conference on Acoustics, 2023
Retrieve-and-Fill for Scenario-based Task-Oriented Semantic Parsing.
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.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023
An Effective VNS for Delivery Districting.
Proceedings of the Variable Neighborhood Search - 9th International Conference, 2022
AutoNLU: Detecting, root-causing, and fixing NLU model errors.
CoRR, 2021
Assessing Data Efficiency in Task-Oriented Semantic Parsing.
CoRR, 2021
Latency-Aware Neural Architecture Search with Multi-Objective Bayesian Optimization.
CoRR, 2021
Low-Resource Task-Oriented Semantic Parsing via Intrinsic Modeling.
CoRR, 2021
Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog.
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.
Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Diagnosing Transformers in Task-Oriented Semantic Parsing.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Lightweight Convolutional Representations for On-Device Natural Language Processing.
CoRR, 2020
Optimizing Deep Neural Networks with Multiple Search Neuroevolution.
CoRR, 2019
Derivative-Free Optimization of Neural Networks using Local Search.
Proceedings of the 10th IEEE Annual Ubiquitous Computing, 2019
Evaluating Lottery Tickets Under Distributional Shifts.
Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP, 2019
Dynamic power estimation using Transaction Level Modeling.
Microelectron. J., 2018
PyText: A Seamless Path from NLP research to production.
CoRR, 2018
Experiential Robot Learning with Accelerated Neuroevolution.
CoRR, 2018
Efficient Single-Shot Multibox Detector for Construction Site Monitoring.
Proceedings of the IEEE International Smart Cities Conference, 2018
Framework for generating and designing spectrum awareness modules for opportunistic networking.
Proceedings of the 8th IEEE Annual Ubiquitous Computing, 2017
An Energy-Detection-Based Cooperative Spectrum Sensing Scheme for Minimizing the Effects of NPEE and RSPF.
Proceedings of the 19th ACM International Conference on Modeling, 2016
Testbed implementation for Autonomic Network Performance Management of wireless mesh networks.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012