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Author

En-Fang Cui

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Conference Aug 2026

Distilled Vision-Language Model Semantics for Edge-Deployable Content-Aware Adaptive Video Compression

With the proliferation of edge video services, content-aware adaptive video compression has become increasingly critical to balancing bandwidth efficiency and visual quality. However, conventional codec control methods mainly rely on low-level signal statistics, limiting their adaptability to high-level content semanti...

Qian Wei, En-Fang Cui, Zhi-Yuan Liang et al. · 0 citations
Conference Aug 2026

APAC: Adaptive Prompting for Agent-to-Agent Communication at the Edge

The rapid deployment of Large Language Model (LLM)-based agents in wireless networks has introduced severe communication bottlenecks due to the continuous exchange of massive prompt sequences. Existing prompt compression methods either cause semantic degradation or introduce prohibitive computational delays, and largel...

Li-Yang Cui, Yu-Jun Cheng, Enfang Cui et al. · 0 citations

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