3 papers
cs.CY2026
Agentic Vehicles for Human-Centered Mobility: Definition, Prospects, and Synergistic Co-Development with Vehicle Autonomy
Jiangbo Yu, Raphael Frank, Luis Miranda-Moreno +6
Autonomy, from the Greek autos (self) and nomos (law), refers to the capacity to operate according to internal rules without external control. Autonomous vehicles (AuVs) are theref…
cs.LG2025
Error Adjustment Based on Spatiotemporal Correlation Fusion for Traffic Forecasting
Fuqiang Liu, Weiping Ding, Luis Miranda-Moreno +1
Deep neural networks (DNNs) play a significant role in an increasing body of research on traffic forecasting due to their effectively capturing spatiotemporal patterns embedded in…
cs.LG2025
Adversarial Vulnerabilities in Large Language Models for Time Series Forecasting
Fuqiang Liu, Sicong Jiang, Luis Miranda-Moreno +2
Large Language Models (LLMs) have recently demonstrated significant potential in time series forecasting, offering impressive capabilities in handling complex temporal data. Howeve…