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cs.NI2026
SCORAS-MoE: Joint Compression and Resource-Adaptive Deployment of MoE-VLMs in LEO Satellite Networks
Tong Quan, Yuanlong Wan, Huasen He +4
Deploying large vision-language models (VLMs) onboard satellites enables onboard data processing and reduces raw data downlink. However, onboard inference faces two resource challe…
cs.NI2026
Dynamic Mask Enhanced Intelligent Multi-UAV Deployment for Urban Vehicular Networks
Gaoxiang Cao, Wenke Yuan, Yunpeng Hou +3
Vehicular Ad Hoc Networks (VANETs) play a crucial role in realizing vehicle-road collaboration and intelligent transportation. However, urban VANETs often face challenges such as f…