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20182026
most citedMulti-Armed Bandit Based Client Scheduling for Federated Learning

313 citations · 650 across the 57 of their papers we have counts for

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17 papers · 1 filter

cs.NI2026

Bridging the Cognitive Gap: A Unified Memory Paradigm for 6G Agentic AI-RAN

Xijun Wang, Zhaoyang Liu, Chenyuan Feng +3

As 6G evolves, the radio access network must transcend traditional automation to embrace agentic AI capable of perception, reasoning, and evolution. A fundamental cognitive gap per…

cs.NI2026

Semantics-Aware Communication:A Differentiated Allocation Perspective

Fangming Zhao, Nikolaos Pappas, Howard H. Yang

We study the joint optimization of timeliness and reliability in semantics-aware Wireless Networked Control Systems (WNCS) under computation resource constraints. The sampled data…

cs.NI2026

Probing for Better Age of Information in Energy-Harvesting Random Access Networks

Ziyi Li, Fangming Zhao, Howard H. Yang

In this paper, we investigate the impact of channel probing and reservation on the Age of Information (AoI) in energy-harvesting (EH) random access networks, where each source reli…

cs.NI2025

Non-Terrestrial Network Models Using Stochastic Geometry: Planar or Spherical?

Ruibo Wang, Baha Eddine Youcef Belmekki, Howard H. Yang +1

With the explosive deployment of non-terrestrial networks (NTNs), the computational complexity of network performance analysis is rapidly escalating. As one of the most suitable ma…

cs.NI2025

Analyzing Localizability of LEO/MEO Hybrid Networks: A Stochastic Geometry Approach

Ruibo Wang, Mustafa A. Kishk, Howard H. Yang +1

With the increase in global positioning service demands and the requirement for more precise positioning, assisting existing medium and high orbit satellite-enabled positioning sys…

cs.NI2025

Energy-Efficient Federated Learning and Migration in Digital Twin Edge Networks

Yuzhi Zhou, Yaru Fu, Zheng Shi +3

The digital twin edge network (DITEN) is a significant paradigm in the sixth-generation wireless system (6G) that aims to organize well-developed infrastructures to meet the requir…