Publications

• Download PDF

  A Scalable DNN Training Framework for Traffic Forecasting in Mobile Networks

  Serly Moghadas Gholian, Claudio Fiandrino, Joerg Widmer

  IEEE International Conference on Machine Learning for Communication and Networking. Barcelona, Spain. May 2025

• Download PDF

  DeExp: Revealing Model Vulnerabilities for Spatio-Temporal Mobile Traffic Forecasting with Explainable AI

  Serly Moghadas Gholian, Claudio Fiandrino, Narseo Vallina-Rodríguez, Marco Fiore, Joerg Widmer

  IEEE Transactions on Mobile Computing. IEEE. January 2025

• Download PDF

  Spotting Deep Neural Network Vulnerabilities in Mobile Traffic Forecasting with an Explainable AI Lens

  Serly Moghadas Gholian, Claudio Fiandrino, Alan Collet, Giulia Attanasio, Marco Fiore, Joerg Widmer

  IEEE International Conference on Computer Communications. New York, United States. May 2023

• Download PDF

  Towards Native Explainable and Robust AI in 6G Networks (Poster)

  Giulia Attanasio, Serly Moghadas Gholian, Claudio Fiandrino, Marco Fiore, Joerg Widmer

  12th IMDEA Networks Annual International Workshop. Madrid, Spain. June 2022