4 papers
Representation Homogeneity and Systemic Instability in AI-Dominated Financial Markets: A Structural Approach
Yimeng Qiu, Qiwei Han
This paper investigates how similarity in the informational representation of market states among Artificial Intelligence (AI) trading agents can generate systemic instability in f…
Harmonizing the Deep: A Unified Information Pipeline for Robust Marine Biodiversity Assessment Across Heterogeneous Domains
Marco Piccolo, Qiwei Han, Astrid van Toor +1
Marine biodiversity monitoring requires scalability and reliability across complex underwater environments to support conservation and invasive-species management. Yet existing det…
Voice-based AI Agents: Filling the Economic Gaps in Digital Health Delivery
Bo Wen, Chen Wang, Qiwei Han +4
The integration of voice-based AI agents in healthcare presents a transformative opportunity to bridge economic and accessibility gaps in digital health delivery. This paper explor…
Optimizing Luxury Vehicle Dealership Networks: A Graph Neural Network Approach to Site Selection
Luca Silvano Carocci, Qiwei Han
This study presents a novel application of Graph Neural Networks (GNNs) to optimize dealership network planning for a luxury car manufacturer in the U.S. By conducting a comprehens…