3 papers
cs.AI2026
HiLLTS: Zero-Shot Hierarchical LLM-Guided Traffic Signal Control for Sustainable Transportation
Yue Ding, Tendai Mukande, Mingming Liu
Urban traffic congestion significantly increases fuel consumption, greenhouse gas emissions, and commuter delays, resulting in substantial economic losses and environmental harm in…
cs.LG2025
Leveraging RAG-LLMs for Urban Mobility Simulation and Analysis
Yue Ding, Conor McCarthy, Kevin O'Shea +1
With the rise of smart mobility and shared e-mobility services, numerous advanced technologies have been applied to this field. Cloud-based traffic simulation solutions have flouri…
cs.CE2024
On Scalable Design for User-Centric Multi-Modal Shared E-Mobility Systems using MILP and Modified Dijkstra's Algorithm
Maqsood Hussain Shah, Ji Li, Mingming Liu
In the rapidly evolving landscape of urban transportation, shared e-mobility services have emerged as a sustainable solution to meet growing demand for flexible, eco-friendly trave…