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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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Showing 2025Show all

5 papers · 1 filter

cs.AI2025★ 2 cited

SANet: A Semantic-aware Agentic AI Networking Framework for Cross-layer Optimization in 6G

Yong Xiao, Xubo Li, Haoran Zhou +5

Agentic AI networking (AgentNet) is a novel AI-native networking paradigm in which a large number of specialized AI agents collaborate to perform autonomous decision-making, dynami…

cs.IT2025

Variable-Length Joint Source-Channel Coding for Semantic Communication

Yujie Zhou, Rulong Wang, Yong Xiao +2

This paper investigates a key challenge faced by joint source-channel coding (JSCC) in digital semantic communication (SemCom): the incompatibility between existing JSCC schemes th…

cs.IT2025

Distributed Information Bottleneck Theory for Multi-Modal Task-Aware Semantic Communication

Yujie Zhou, Cheng Peng, Rulong Wang +4

Semantic communication shifts the focus from bit-level accuracy to task-relevant semantic delivery, enabling efficient and intelligent communication for next-generation networks. H…

cs.AI2025

SANNet: A Semantic-Aware Agentic AI Networking Framework for Multi-Agent Cross-Layer Coordination

Yong Xiao, Haoran Zhou, Xubo Li +3

Agentic AI networking (AgentNet) is a novel AI-native networking paradigm that relies on a large number of specialized AI agents to collaborate and coordinate for autonomous decisi…

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…