3 papers
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.AI2026
Bridging Network Fragmentation: A Semantic-Augmented DRL Framework for UAV-aided VANETs
Gaoxiang Cao, Wenke Yuan, Huasen He +4
Urban Vehicular Ad-Hoc Networks (VANETs) can become fragmented because buildings obstruct wireless links and vehicle mobility continuously changes the network topology. Unmanned Ae…
cs.CL2025
When TableQA Meets Noise: A Dual Denoising Framework for Complex Questions and Large-scale Tables
Shenghao Ye, Yu Guo, Dong Jin +5
Table question answering (TableQA) is a fundamental task in natural language processing (NLP). The strong reasoning capabilities of large language models (LLMs) have brought signif…