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20242026
most citedTiny Graph Neural Networks for Radio Resource Management

1 citations · 1 across the 3 of their papers we have counts for

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cs.LG2026

Ergodic Trajectory Design by Learned Pushforward Maps: Provable Coverage via Conditional Flow Matching

Ehsan Aghazadeh, Masoud Malekzadeh, Ahmad Ghasemi +1

Designing continuous trajectories whose time-averaged occupancy provably matches a prescribed spatial density (the \emph{ergodic coverage} problem) is central to UAV-assisted data…

cs.LG2024★ 1 cited

Tiny Graph Neural Networks for Radio Resource Management

Ahmad Ghasemi, Hossein Pishro-Nik

The surge in demand for efficient radio resource management has necessitated the development of sophisticated yet compact neural network architectures. In this paper, we introduce…