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20232026
most citedFederated Learning for Diffusion Models

10 citations · 15 across the 10 of their papers we have counts for

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6 papers · 1 filter

cs.IT2026

Partially Observable Restless Bandits for Age-Optimal Scheduling over Markov Channels

Xijun Wang, Shuying Gan, Yanzhi Huang +3

There is a surge of need for fresh information with the overwhelming proliferation of the Internet of Things (IoT) applications. To characterize the information freshness perceived…

cs.IT2025

Minimizing Task-Oriented Age of Information for Remote Monitoring with Pre-Identification

Shuying Gan, Xijun Wang, Chao Xu +1

The emergence of new intelligent applications has fostered the development of a task-oriented communication paradigm, where a comprehensive, universal, and practical metric is cruc…

cs.IT2024★ 1 cited

Meta-Reinforcement Learning With Mixture of Experts for Generalizable Multi Access in Heterogeneous Wireless Networks

Zhaoyang Liu, Xijun Wang, Chenyuan Feng +3

This paper focuses on spectrum sharing in heterogeneous wireless networks, where nodes with different Media Access Control (MAC) protocols to transmit data packets to a common acce…

cs.IT2024

Trustworthy Image Semantic Communication with GenAI: Explainablity, Controllability, and Efficiency

Xijun Wang, Dongshan Ye, Chenyuan Feng +3

Image semantic communication (ISC) has garnered significant attention for its potential to achieve high efficiency in visual content transmission. However, existing ISC systems bas…

cs.IT2023

Meta-Reinforcement Learning for Timely and Energy-efficient Data Collection in Solar-powered UAV-assisted IoT Networks

Mengjie Yi, Xijun Wang, Juan Liu +2

Unmanned aerial vehicles (UAVs) have the potential to greatly aid Internet of Things (IoT) networks in mission-critical data collection, thanks to their flexibility and cost-effect…

cs.IT2023★ 4 cited

Toward 6G Native-AI Network: Foundation Model based Cloud-Edge-End Collaboration Framework

Xiang Chen, Zhiheng Guo, Xijun Wang +5

Future wireless communication networks are in a position to move beyond data-centric, device-oriented connectivity and offer intelligent, immersive experiences based on multi-agent…