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Ling Liu

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2026

PLM-Based Two-Stage Semantic Encoding for Task-Oriented Semantic Communication on the Fly

Semantic communication (SemCom) moves beyond bit-level transmission by conveying semantic features, and task-oriented communication (TOC) further targets the transmission of task-relevant features to improve communication efficiency. However, existing TOC schemes still rely on high-dimensional deep learning (DL)-based...

Qing Cai, Yi-Qing Zhou, Ling Liu et al. · 0 citations
#edge computing Sep 2026

Service Satisfaction Based User Selection and Resource Allocation for NOMA-Based Multi-Cell MEC Networks

Mobile Edge Computing (MEC) is promising to enable low delay services with which users can offload computing intensive and delay sensitive tasks to the edge. Considering a multi-cell MEC (MC-MEC) network without sufficient resources to serve all users, user selection and non-orthogonal multiple access (NOMA) should be...

Ningzhe Shi, Yiqing Zhou, Ling Liu et al. · 1 citation

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