6 papers
Using Large Language Models to Construct Virtual Top Managers: A Method for Organizational Research
Antonio Garzon-Vico, Krithika Sharon Komalapati, Arsalan Shahid +1
This study introduces a methodological framework that uses large language models to create virtual personas of real top managers. Drawing on real CEO communications and Moral Found…
Multiconnectivity for SAGIN: Current Trends, Challenges, AI-driven Solutions, and Opportunities
Abd Ullah Khan, Adnan Shahid, Haejoon Jung +1
Space-air-ground-integrated network (SAGIN)-enabled multiconnectivity (MC) is emerging as a key enabler for next-generation networks, enabling users to simultaneously utilize multi…
Benchmarking Generative AI Against Bayesian Optimization for Constrained Multi-Objective Inverse Design
Muhammad Bilal Awan, Abdul Razzaq, Abdul Shahid
This paper investigates the performance of Large Language Models (LLMs) as generative optimizers for solving constrained multi-objective regression tasks, specifically within the c…
Adversarial Reinforcement Learning for Offensive and Defensive Agents in a Simulated Zero-Sum Network Environment
Abrar Shahid, Ibteeker Mahir Ishum, AKM Tahmidul Haque +2
This paper presents a controlled study of adversarial reinforcement learning in network security through a custom OpenAI Gym environment that models brute-force attacks and reactiv…
Adaptive Image Restoration for Video Surveillance: A Real-Time Approach
Muhammad Awais Amin, Adama Ilboudo, Abdul Samad bin Shahid +2
One of the major challenges in the field of computer vision especially for detection, segmentation, recognition, monitoring, and automated solutions, is the quality of images. Imag…
High-Throughput Blind Co-Channel Interference Cancellation for Edge Devices Using Depthwise Separable Convolutions, Quantization, and Pruning
Mostafa Naseri, Eli De Poorter, Ingrid Moerman +2
Co-channel interference cancellation (CCI) is the process used to reduce interference from other signals using the same frequency channel, thereby enhancing the performance of wire…