cs.NI · 2026-06-08 · No. 17
Networking and Internet Architecture, 2026-06-08.
1 new papers in cs.NI. Titles, authors,
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01 — The papers
1 entries-
01
DIFFRACT: Neuralized Utility Maximization for Wireless Networks by Differentiable Programming
Chee Wei Tan, Siya Chen
cs.NI · cs.AI · cs.IT
Next-generation wireless networks, including satellite-to-Open RAN systems, demand agile and intelligent resource management capable of handling dynamic multi-user interference under stochastic quality of service constraints. This paper introduces DIFFRACT, a neuralized utility maximization framework that leverages differentiable programming to integrate deep learning with optimization in wireless networks. Central to our approach is the...
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