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20212026
most citedDistributed Traffic Synthesis and Classification in Edge Networks: A Federated Self-supervised Learning Approach

48 citations · 127 across the 28 of their papers we have counts for

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7 papers · 1 filter

cs.NI2025

Towards Agentic AI Networking in 6G: A Generative Foundation Model-as-Agent Approach

Yong Xiao, Guangming Shi, Ping Zhang

The promising potential of AI and network convergence in improving networking performance and enabling new service capabilities has recently attracted significant interest. Existin…

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…

cs.NI2021

Optimizing Intelligent Reflecting Surface-Base Station Association for Mobile Networks

Dongzi Jin, Yong Xiao, Yingyu Li +2

This paper studies a multi-Intelligent Reflecting Surfaces (IRSs)-assisted wireless network consisting of multiple base stations (BSs) serving a set of mobile users. We focus on th…