124 citations · 253 across the 36 of their papers we have counts for
4 papers · 1 filter
Parallel Split Learning with Global Sampling
Mohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush +1
Parallel split learning (PSL) suffers from two intertwined issues: the effective batch size grows with the number of clients, and data that is not identically and independently dis…
Physical Layer Deception with Non-Orthogonal Multiplexing
Wenwen Chen, Bin Han, Yao Zhu +3
Physical layer security (PLS) is a promising technology to secure wireless communications by exploiting the physical properties of the wireless channel. However, the passive nature…
Distributed Combinatorial Optimization of Downlink User Assignment in mmWave Cell-free Massive MIMO Using Graph Neural Networks
Bile Peng, Bihan Guo, Karl-Ludwig Besser +6
Millimeter wave (mmWave) cell-free massive MIMO (CF mMIMO) is a promising solution for future wireless communications. However, its optimization is non-trivial due to the challengi…
Fairness-aware Age-of-Information Minimization in WPT-Assisted Short-Packet Data Collection for mURLLC
Yao Zhu, Xiaopeng Yuan, Yulin Hu +4
The technological landscape is rapidly evolving toward large-scale systems. Networks supporting massive connectivity through numerous Internet of Things (IoT) devices are at the fo…