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Weng-Keen Wong

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Unsupervised Contrastive Learning for Robust RF Device Fingerprinting Under Time-Domain Shift

Mar 06, 2024
Jun Chen, Weng-Keen Wong, Bechir Hamdaoui

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Transformer-Powered Surrogates Close the ICF Simulation-Experiment Gap with Extremely Limited Data

Dec 06, 2023
Matthew L. Olson, Shusen Liu, Jayaraman J. Thiagarajan, Bogdan Kustowski, Weng-Keen Wong, Rushil Anirudh

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HiNoVa: A Novel Open-Set Detection Method for Automating RF Device Authentication

May 16, 2023
Luke Puppo, Weng-Keen Wong, Bechir Hamdaoui, Abdurrahman Elmaghbub

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Cross-GAN Auditing: Unsupervised Identification of Attribute Level Similarities and Differences between Pretrained Generative Models

Mar 19, 2023
Matthew L. Olson, Shusen Liu, Rushil Anirudh, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Weng-Keen Wong

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ADL-ID: Adversarial Disentanglement Learning for Wireless Device Fingerprinting Temporal Domain Adaptation

Jan 29, 2023
Abdurrahman Elmaghbub, Bechir Hamdaoui, Weng-Keen Wong

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An Analysis of Complex-Valued CNNs for RF Data-Driven Wireless Device Classification

Feb 20, 2022
Jun Chen, Weng-Keen Wong, Bechir Hamdaoui, Abdurrahman Elmaghbub, Kathiravetpillai Sivanesan, Richard Dorrance, Lily L. Yang

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Contrastive Identification of Covariate Shift in Image Data

Aug 19, 2021
Matthew L. Olson, Thuy-Vy Nguyen, Gaurav Dixit, Neale Ratzlaff, Weng-Keen Wong, Minsuk Kahng

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Counterfactual State Explanations for Reinforcement Learning Agents via Generative Deep Learning

Jan 29, 2021
Matthew L. Olson, Roli Khanna, Lawrence Neal, Fuxin Li, Weng-Keen Wong

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Counterfactual States for Atari Agents via Generative Deep Learning

Sep 27, 2019
Matthew L. Olson, Lawrence Neal, Fuxin Li, Weng-Keen Wong

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Incorporating Feedback into Tree-based Anomaly Detection

Aug 30, 2017
Shubhomoy Das, Weng-Keen Wong, Alan Fern, Thomas G. Dietterich, Md Amran Siddiqui

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