LossLeaP: Learning to Predict for Intent-Based Networking. - Alan Collet; Albert Banchs; Marco Fiore 001 (INFOCOM, 2022)

AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts. - Alan Collet; Antonio Bazco Nogueras; Albert Banchs; Marco Fiore 001 (INFOCOM, 2023)

Spotting Deep Neural Network Vulnerabilities in Mobile Traffic Forecasting with an Explainable AI Lens. - Serly Moghadas; Claudio Fiandrino; Alan Collet; Giulia Attanasio; Marco Fiore 001; Joerg Widmer (INFOCOM, 2023)

Explainable and Transferable Loss Meta-Learning for Zero-Touch Anticipatory Network Management. - Alan Collet; Antonio Bazco Nogueras; Albert Banchs; Marco Fiore 001 (IEEE Trans. Netw. Serv. Manag., 2024)

Learning to Learn How to Manage Network Resources with Loss Function Meta-Learning. - Alan Collet; Antonio Bazco Nogueras; Albert Banchs; Marco Fiore 001 (IEEE Commun. Mag., 2025)