Author

Xiaofeng Jiang

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Preprint Sep 2026

SCORAS-MoE: Joint Compression and Resource-Adaptive Deployment of MoE-VLMs in LEO Satellite Networks

Deploying large vision-language models (VLMs) onboard satellites enables onboard data processing and reduces raw data downlink. However, onboard inference faces two resource challenges. Limited onboard memory and energy require model compression and distributed deployment. Dynamic resource availability requires fast de...

Tong Quan, Yuan-Long Wan, Hua-Sen He et al. · 0 citations

Jul 2026

RP-OPSD: Resolution-Privileged On-Policy Self-Distillation for Multimodal Large Language Models

It is demonstrated that resolution differences can serve as a simple and scalable source of privileged information, providing an effective and efficient approach to on-policy self-distillation for multimodal large language models.

Qihui Zhu, Yucheng Wang, Zi-Jian Wen et al. · arXiv.org · 0 citations