Author

Yu-Yang Du

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Preprint Sep 2026

SemABR: Measuring Video Semantic Fidelity with Multimodal LLMs for Adaptive Bitrate Streaming

Video semantic fidelity (SF), a metric that quantifies how well a compressed video preserves the semantic content of its source, is introduced and shows that SF correlates more strongly with human judgments than conventional video metrics.

Shi-Qi Xu, S. Liew, Yu-Yang Du · 0 citations

Preprint Aug 2026

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference

It is argued that broadcast is no longer a control-plane relic: it is time for Wi-Fi standards to treat it as a high-throughput data-plane citizen.

Liujianfu Wang, Yu-Yang Du, Shi-Qi Xu et al. · 0 citations