XAI for Network Management
Claudio Fiandrino, Pablo Fernández, Marco Fiore, Joerg Widmer
Elsevier. ISBN: 978-0-443-29135-7. April 2025

CHRONOPROF: Profiling Time Series Forecasters and Classifiers in Mobile Networks with Explainable AI
Pablo Fernández, Iñaki Bravo, Anirudh Kamath, Claudio Fiandrino, Joerg Widmer
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. May 2025

SYMBXRL: Symbolic Explainable Deep Reinforcement Learning for Mobile Networks
Abhishek Duttagupta, Mohammaderfan Jabbari, Claudio Fiandrino, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. London, United Kingdom. May 2025

Interactive Explanation and Steering of DRL Agents for Massive MIMO Scheduling with SYMBXRL (Demo)
Abhishek Duttagupta, Mohammaderfan Jabbari, Claudio Fiandrino, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. London, United Kingdom. May 2025

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

AIChronoLens: AI/ML Explainability for Time Series Forecasting in Mobile Networks
Pablo Fernández, Claudio Fiandrino, Eloy Perez Gomez, Hossein Mohammadalizadeh, Marco Fiore, Joerg Widmer
IEEE Transactions on Mobile
Computing. 10.1109/TMC.2025.3554035. IEEE. March 2025

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

HiSAC: high-resolution sensing with multiband communication signals
Jacopo Pegoraro, Jesus Omar Lacruz, Michele Rossi, Joerg Widmer
Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems. Hangzhou, China. November 2024

Unveiling the 5G Mid-Band Landscape: From Network Deployment to Performance and Application QoE
Rostand A. K. Fezeu, Claudio Fiandrino, Eman Ramadan, Jason Carpenter, Lilian Coelho De Freitas, Faaiq Bilal, Wei Ye, Joerg Widmer, Feng Qian, Zhi-Li Zhang
ACM Special Interest Group on Management of Data Conference. Sidney, Australia. August 2024

An In-Depth Analysis of Advanced Time Series Forecasting Models for the Open RAN
Pablo Fernández, Claudio Fiandrino, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024

Demystifying Privacy in 5G Stand Alone Networks
Stavros Eleftherakis, Timothy Otim, Giuseppe Santaromita, Almudena Diaz Zayas, Domenico Giustiniano, Nicolas Kourtellis
ACM International Conference on Mobile Computing and Networking. Washington D.C., USA. November 2024

5G Positioning with Software-defined Radios
Ivan Palamà, Yago Lizarribar, Lorenzo Maria Monteforte, Giuseppe Santaromita, Stefania Bartoletti, Domenico Giustiniano, Giuseppe Bianchi, Nicola Blefari Melazzi
Computer Networks. August 2024

A Low-Complexity Standard-Compliant PAPR Reduction Scheme for OTFS Modulation
Salil Sharma, Syed Waqas Haider Shah, Joerg Widmer
IEEE Vehicular Technology Conference. Singapore, Singapore. June 2024

On the Impact of Age of Channel Information on Secure RIS-assisted mmWave Networks
Syed Waqas Haider Shah, Marwa Qaraqe, Saud Althunibat, Joerg Widmer
IEEE Vehicular Technology Conference. Singapore, Singapore. June 2024

Sustainable Spectrum Crowdsensing
Yijing Zeng, Bangya Liu, Yilong Li, Domenico Giustiniano, Suman Banerjee
IEEE International Symposium on Dynamic Spectrum Access Networks. Washington DC, United States. May 2024

ORAN-Sense: Localizing Non-cooperative Transmitters with Spectrum Sensing and 5G O-RAN
Yago Lizarribar, Roberto Calvo-Palomino, Alessio Scalingi, Giuseppe Santaromita, Gerome Bovet, Domenico Giustiniano
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024

Det-RAN: Data-Driven Cross-Layer Real-Time Attack Detection in 5G Open RANs
Alessio Scalingi, Salvatore D’Oro, Francesco Restuccia, Tommaso Melodia, Domenico Giustiniano
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024

AICHRONOLENS: Advancing Explainability for Time Series AI Forecasting in Mobile Networks
Claudio Fiandrino, Eloy Perez Gomez, Pablo Férnandez Pérez, Hossein Mohammadalizadeh, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024

SPRING+: Smartphone Positioning From a Single WiFi Access Point
Stavros Eleftherakis, Giuseppe Santaromita, Maurizio Rea, Xavier Costa-Perez, Domenico Giustiniano
IEEE Transactions on Mobile Computing. 10.1109/TMC.2024.3367241. IEEE. January 2024 (Accepted for publication)

LiFi for Low-Power and Long-Range RF Backscatter
Muhammad Sarmad Mir, Borja Genoves Guzman, Ambuj Varshney, Domenico Giustiniano
IEEE/ACM Transactions on Networking. December 2023 (Accepted for publication)

A prediction-model-assisted reinforcement learning algorithm for handover decision-making in hybrid LiFi and WiFi networks
Dayrene Frómeta, Borja Genovés Guzmán, Giovanni Luca Mertena, Rui Bian, Harald Haas, Domenico Giustiniano
Journal of Optical Communications and Networking. 10.1364/JOCN.495234. December 2023

Characterizing sub-THz MIMO channels in practice: a novel channel sounder with absolute time reference
Duschia Bodet, Phuc Dinh, Milica Stojanovic, Joerg Widmer, Dimitrios Koutsonikolas, Josep Jornet
IEEE Global Communications Conference. Kuala Lumpur, Malaysia. December 2023

EXPLORA: AI/ML EXPLainability for the Open RAN 
Claudio Fiandrino, Leonardo Bonati, Salvatore D’oro, Michele Polese, Tommaso Melodia, Joerg Widmer
ACM Networking. Volumen 1 , ACM. December 2023

A System Architecture for Battery-free IoT Networks
Dayrene Frómeta, Borja Genovés Guzmán, Domenico Giustiniano, Joerg Widmer
IEEE International Conference on Network Protocols. Reykjavik, Iceland. Octubre 2023

LeakageScatter: Backscattering LiFi-leaked RF Signals
Muhammad Sarmad Mir, Minhao Cui, Borja Genovés Guzmán, Qing Wang, Jie Xiong, Domenico Giustiniano
International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing. Washington, USA. Octubre 2023

Improved Decision Module Selection for Hierarchical Inference in Resource-Constrained Edge Devices (Poster)
Adarsh Prasad Behera, Roberto Morabito, Joerg Widmer, Jaya Prakash Champati
ACM International Conference on Mobile Computing and Networking. Madrid. Octubre 2023

Scalable Multi-Modal Learning for Cross-Link Channel Prediction in Massive IoT Networks 
Kun Woo Cho, Marco Cominelli, Francesco Gringoli, Joerg Widmer, Kyle Jamieson
ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing. Washington DC, USA. October 2023

A Study on 5G Performance and Fast Conditional Handover for Public Transit System
Claudio Fiandrino, David Juarez Martinez-Villanueva, Joerg Widmer
Computer Communications. Elsevier. Septiembre 2023

SIGNiPHY: Reconciling Random Access with Directional Reception for Efficient mmWave WLANs
Nina Grosheva, Sai Pavan Deram, Jesús Omar Lacruz, Joerg Widmer
ACM SIGMOBILE International Conference on Mobile Systems, Applications and Services. Helsinki, Finland. Junio
2023

From Experiments to Insights: A Journey in 5G New Radio Localization
Ivan Palamà, Giuseppe Santaromita, Yago Lizarribar, Lorenzo Maria Monteforte, Stefania Bartoletti, Domenico
Giustiniano, Giuseppe Bianchi, Nicola Blefari Melazzi
Mediterranean Communication and Computer Networking Conference. Ponza, Italy. Junio 2023

High-speed Machine Learning-enhanced Receiver for Millimeter-Wave Systems
Dolores Garcia Marti, Rafael Ruiz, Jesús Omar Lacruz, Joerg Widmer
IEEE International Conference on Computer Communications. New York, United States. Mayo 2023

On the Effective Capacity of RIS-enabled mmWave Networks with Outdated CSI
Syed Waqas Haider Shah, Sai Pavan Deram, Joerg Widmer
IEEE International Conference on Computer Communications. New York, United States. Mayo 2023

A Framework for Wireless Technology Classification using Crowdsensing Platforms
Alessio Scalingi, Domenico Giustiniano, Roberto Calvo-Palomino, Nikolaos Apostolakis, Gerome Bovet
IEEE International Conference on Computer Communications. New York, United States. Mayo 2023

Towards sustainable greenhouses using battery-free LiFi-enabled Internet of Things
Borja Genovés Guzmán, Javier Talavante, Dayrene Frómeta, Muhammad Sarmad Shahab Mir, Domenico
Giustiniano, Katia Obraczka, Michael E. Loik, Sylvie Childress, Darryl G. Wong
IEEE Communications Magazine. 10.1109/MCOM.001.2200489. IEEE. Mayo 2023

TunnelLiFi: Bringing LiFi to Commodity Internet of Things Devices
Muhammad Sarmad Shahab Mir, Wenqing Yan, Prabal Dutta, Domenico Giustiniano, Ambuj Varshney
Workshop on Mobile Computing Systems and Applications. Orange County, California, USA. Febrero 2023

Adaptive Uplink Data Compression in Spectrum Crowdsensing Systems
Yijing Zeng, Roberto Calvo-Palomino, Domenico Giustiniano, Gerome Bovet, Suman Banerjee
IEEE/ACM Transactions on Networking. 10.1109/TNET.2023.3239378.. ISSN: 1063-6692. Enero 2023

Visible Light or Infrared? Modulating LiFi for Dual Operation in the Visible and Infrared Spectra
Dayrene Frómeta, Muhammad Sarmad Shahab Mir, Borja Genovés Guzmán, Domenico Giustiniano
IEEE Wireless On-demand Network Systems and Services. Madonna di Campiglio, Italy. Enero 2023

Uncovering 5G Performance on Public Transit Systems with an App-based Measurement Study
Claudio Fiandrino, David Juarez Martinez-Villanueva, Joerg Widmer
ACM/IEEE International Conference on Modelling, Analysis and Simulation of Wireless and Mobile
Systems. Montreal, Canada. Octubre 2022