47 citations · 47 across the 3 of their papers we have counts for
3 papers
cs.SI2024
NetDiff: Graph Diffusion with Improved Global Capabilities to Generate and Update Mobile Network Topologies
Félix Marcoccia, Victor Fagoo, Gilles Monzat +3
We introduce NetDiff, a node-conditioned denoising diffusion model that generates directional link topologies and a two-slot transmit/receive parity for mobile ad hoc networks. Dir…
cs.SI2024
Improving global awareness of linkset predictions using Cross-Attentive Modulation tokens
Félix Marcoccia, Cédric Adjih, Paul Mühlethaler
This work introduces Cross-Attentive Modulation (CAM) tokens, which are tokens whose initial value is learned, gather information through cross-attention, and modulate the nodes an…
cs.NI2010★ 47 cited
Stochastic Analysis of Non-slotted Aloha in Wireless Ad-Hoc Networks
Bartek Blaszczyszyn, Paul Muhlethaler
In this paper we propose two analytically tractable stochastic models of non-slotted Aloha for Mobile Ad-hoc NETworks (MANETs): one model assumes a static pattern of nodes while th…