21 citations · 45 across the 11 of their papers we have counts for
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3 papers · 1 filter
cs.NI2024★ 1 cited
Mixture of Experts for Network Optimization: A Large Language Model-enabled Approach
Hongyang Du, Guangyuan Liu, Yijing Lin +4
Optimizing various wireless user tasks poses a significant challenge for networking systems because of the expanding range of user requirements. Despite advancements in Deep Reinfo…
cs.NI2023★ 21 cited
Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization
Hongyang Du, Ruichen Zhang, Yinqiu Liu +10
Generative Diffusion Models (GDMs) have emerged as a transformative force in the realm of Generative Artificial Intelligence (GenAI), demonstrating their versatility and efficacy a…
cs.NI2022★ 5 cited
A Blockchain-based Semantic Exchange Framework for Web 3.0 toward Participatory Economy
Yijing Lin, Zhipeng Gao, Yaofeng Tu +4
Web 3.0 is the next-generation Internet that enables participants to read, write, and own contents in a decentralized manner. It is mainly driven by blockchain, semantic communicat…