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20222025
most citedDistributed Traffic Synthesis and Classification in Edge Networks: A Federated Self-supervised Learning Approach

48 citations · 117 across the 14 of their papers we have counts for

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Showing cs.NIShow all

5 papers · 1 filter

cs.NI2024★ 25 cited

Towards Net-Zero Carbon Emissions in Network AI for 6G and Beyond

Peng Zhang, Yong Xiao, Yingyu Li +3

A global effort has been initiated to reduce the worldwide greenhouse gas (GHG) emissions, primarily carbon emissions, by half by 2030 and reach net-zero by 2050. The development o…

cs.NI2023

Physical-Layer Semantic-Aware Network for Zero-Shot Wireless Sensing

Huixiang Zhu, Yong Xiao, Yingyu Li +2

Device-free wireless sensing has recently attracted significant interest due to its potential to support a wide range of immersive human-machine interactive applications. However,…

cs.NI2023

Reasoning over the Air: A Reasoning-based Implicit Semantic-Aware Communication Framework

Yong Xiao, Yiwei Liao, Yingyu Li +5

Semantic-aware communication is a novel paradigm that draws inspiration from human communication focusing on the delivery of the meaning of messages. It has attracted significant i…

cs.NI2022★ 1 cited

Life-long Learning for Reasoning-based Semantic Communication

Jingming Liang, Yong Xiao, Yingyu Li +2

Semantic communication is an emerging paradigm that focuses on understanding and delivering semantics, or meaning of messages. Most existing semantic communication solutions define…

cs.NI2022

Reasoning on the Air: An Implicit Semantic Communication Architecture

Yong Xiao, Yingyu Li, Guangming Shi +1

Semantic communication is a novel communication paradigm which draws inspiration from human communication focusing on the delivery of the meaning of a message to the intended users…