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cs.IT2026
Achieving -Fairness in Clustered Cell-Free Networking: A Tight Relaxation Approach
Chaowen Deng, Jie Fan, Boxiang Ren +4
Clustered cell-free networking has emerged as a promising architecture to balance the high performance of cell-free massive MIMO and the scalability of traditional cellular systems…
cs.IT2025
Hyper-VIB: A Hypernetwork-Enhanced Information Bottleneck Approach for Task-Oriented Communications
Jingchen Peng, Chaowen Deng, Yili Deng +2
This paper presents Hyper-VIB, a hypernetwork-enhanced information bottleneck (IB) approach designed to enable efficient task-oriented communications in 6G collaborative intelligen…
cs.IT2024
QML-IB: Quantized Collaborative Intelligence between Multiple Devices and the Mobile Network
Jingchen Peng, Boxiang Ren, Lu Yang +3
The integration of artificial intelligence (AI) and mobile networks is regarded as one of the most important scenarios for 6G. In 6G, a major objective is to realize the efficient…