most citedChatSUMO: Large Language Model for Automating Traffic Scenario Generation in Simulation of Urban MObility

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cs.CV2026

Risk-Adaptive Edge--Cloud Visual Reasoning for Communication-Efficient Autonomous Driving

Meng Ma, Shuyang Li, Naigang Wang +1

Cloud-hosted vision-language models (VLMs) offer greater contextual reasoning capabilities than smaller onboard models, but frequent visual uploads increase communication overhead…