Attentive, Permutation Invariant, One-Shot Node-Conditioned Graph Generation for Wireless Networks Topology Optimization. - Félix Marcoccia; Cédric Adjih; Paul Mühlethaler (MLN, 2023)

A Deep Learning Approach to Topology Configuration in Multi-Hop Wireless Networks with Directional Antennas: nodes2net. - Félix Marcoccia; Cédric Adjih; Paul Mühlethaler (PEMWN, 2023)

Improving global awareness of linkset predictions using Cross-Attentive Modulation tokens. - Félix Marcoccia; Cédric Adjih; Paul Mühlethaler (CoRR, 2024)

NetDiff: Deep Graph Denoising Diffusion for Ad Hoc Network Topology Generation. - Félix Marcoccia; Cédric Adjih; Paul Mühlethaler (CoRR, 2024)