Author

Yong-Wen Liu

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#edge computing Open access Oct 2026

Score-Guided Generative Diffusion for Energy-Efficient Resource Allocation in Multi-Cell 6G Edge Networks

Learned resource allocators for sixth-generation edge networks usually treat operational limits as penalties and may return infeasible decisions. This paper studies energy minimization in multi-cell uplink non-orthogonal multiple access mobile edge computing networks. Treating inter-cell interference as a receiver-side...

Yong-Wen Liu, Kai-Lai Zhou, Yang-Yang Hao et al. · Digital · 0 citations

Open access Sep 2026

MSSC-EM: A Multi-Semantic Self-Supervised Collaborative Entity Matching Framework

Entity matching (EM) aims to determine whether two tuples from heterogeneous data sources refer to the same real-world entity and serves as a fundamental task in data integration, knowledge graph construction, and intelligent information retrieval. However, existing EM methods still suffer from three major limitations:...

Yao-Li Xu, Chun-Li Xie, Zhi-Lei Yin et al. · Applied Sciences · 0 citations