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#edge computing Oct 2026

Joint Optimization of Latency and Energy Consumption for Computing Task Offloading Based on Cooperative Multi-UAV and HAP Networks

The rapid expansion of computation-intensive applications renders current mobile edge computing (MEC) frameworks inadequate for delivering high-quality computing services in environments with sparse network infrastructure. Air-based stations, represented by low-altitude unmanned aerial vehicles (UAVs) and high-altitude...

Meng Li, Hao-Yu Wan, Su-Yu Lv et al. · 1 citation
Preprint Aug 2026

Structure-Aware Robust Fine-Tuning: Defending Vision-Language-Action Robots Against Physical Attention Hijacking

Attention-Guided Semantic Disruption (AGSD), an Expectation-over-Transformation optimized printable patch that jointly concentrates action-to-vision attention on the patch and disrupts vision-language semantic alignment, yielding strong cross-task and cross-architecture transfer is proposed.

Jinquan Zhang, Dongfu Yin, Run Yang et al. · 0 citations

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