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20212026
most citedDynamic Network-Assisted D2D-Aided Coded Distributed Learning

2 citations · 3 across the 5 of their papers we have counts for

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cs.NI2026

Rethinking Beam Management: Generalization Limits Under Hardware Heterogeneity

Nikita Zeulin, Olga Galinina, Ibrahim Kilinc +2

Hardware heterogeneity across diverse user devices poses new challenges for beam-based communication in 5G and beyond. This heterogeneity limits the applicability of machine learni…