Mauro Belgiovine

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Convolutional Neural Networks

Top Venues

Comput. Networks

Publications

Mauro Belgiovine, Joshua Groen, Miquel Sirera, Chinenye Tassie, Ayberk Yarkin Yildiz, Sage Trudeau, Stratis Ioannidis, Kaushik R. Chowdhury
T-PRIME: Transformer-based Protocol Identification for Machine-learning at the Edge. CoRR (2024)
Mauro Belgiovine, Joshua Groen, Miquel Sirera, Chinenye Tassie, Sage Trudeau, Stratis Ioannidis, Kaushik R. Chowdhury
T-PRIME: Transformer-based Protocol Identification for Machine-learning at the Edge. INFOCOM (2024)
Mauro Belgiovine, Jerry Gu, Joshua Groen, Miquel Sirera, Utku Demir, Kaushik R. Chowdhury
MEGATRON: Machine Learning in 5G with Analysis of Traffic in Open Radio Access Networks. ICNC (2024)
Mauro Belgiovine, Kaushik R. Chowdhury
Improve Your Aim: A Deep Reinforcement Learning Approach for 5G NR mmWave Beam Refinement. ICC (2023)
Debashri Roy, Batool Salehi, Stella Banou, Subhramoy Mohanti, Guillem Reus Muns, Mauro Belgiovine, Prashant Ganesh, Chris Dick, Kaushik R. Chowdhury
Going beyond RF: A survey on how AI-enabled multimodal beamforming will shape the NextG standard. Comput. Networks 228 (2023)
Joshua Groen, Mauro Belgiovine, Utku Demir, Brian Kim, Kaushik R. Chowdhury
TRACTOR: Traffic Analysis and Classification Tool for Open RAN. CoRR (2023)
Bahar Azari, Hai Cheng, Nasim Soltani, Haoqing Li, Yanyu Li, Mauro Belgiovine, Tales Imbiriba, Salvatore D'Oro, Tommaso Melodia, Yanzhi Wang, Pau Closas, Kaushik R. Chowdhury, Deniz Erdogmus
Automated deep learning-based wide-band receiver. Comput. Networks 218 (2022)
Nasim Soltani, Hai Cheng, Mauro Belgiovine, Yanyu Li, Haoqing Li, Bahar Azari, Salvatore D'Oro, Tales Imbiriba, Tommaso Melodia, Pau Closas, Yanzhi Wang, Deniz Erdogmus, Kaushik R. Chowdhury
Neural Network-based OFDM Receiver for Resource Constrained IoT Devices. CoRR (2022)
Nasim Soltani, Hai Cheng, Mauro Belgiovine, Yanyu Li, Haoqing Li, Bahar Azari, Salvatore D'Oro, Tales Imbiriba, Tommaso Melodia, Pau Closas, Yanzhi Wang, Deniz Erdogmus, Kaushik R. Chowdhury
Neural Network-Based OFDM Receiver for Resource Constrained IoT Devices. IEEE Internet Things Mag. 5 (3) (2022)
Debashri Roy, Batool Salehi, Stella Banou, Subhramoy Mohanti, Guillem Reus Muns, Mauro Belgiovine, Prashant Ganesh, Carlos Bocanegra, Chris Dick, Kaushik R. Chowdhury
Going Beyond RF: How AI-enabled Multimodal Beamforming will Shape the NextG Standard. CoRR (2022)
Mauro Belgiovine, Kunal Sankhe, Carlos Bocanegra, Debashri Roy, Kaushik R. Chowdhury
Deep Learning at the Edge for Channel Estimation in Beyond-5G Massive MIMO. IEEE Wirel. Commun. 28 (2) (2021)
Batool Salehi, Mauro Belgiovine, Sara Garcia Sanchez, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury
Machine Learning on Camera Images for Fast mmWave Beamforming. CoRR (2021)
Kunal Sankhe, Mauro Belgiovine, Fan Zhou, Luca Angioloni, Francesco Restuccia, Salvatore D'Oro, Tommaso Melodia, Stratis Ioannidis, Kaushik R. Chowdhury
No Radio Left Behind: Radio Fingerprinting Through Deep Learning of Physical-Layer Hardware Impairments. IEEE Trans. Cogn. Commun. Netw. 6 (1) (2020)
Elisabetta Ronchieri, Marco Canaparo, Mauro Belgiovine
Software Defect Prediction on Unlabelled Datasets: A Comparative Study. ICCSA (2) (2020)
Batool Salehi, Mauro Belgiovine, Sara Garcia Sanchez, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury
Machine Learning on Camera Images for Fast mmWave Beamforming. MASS (2020)
Francesco Restuccia, Salvatore D'Oro, Amani Al-Shawabka, Mauro Belgiovine, Luca Angioloni, Stratis Ioannidis, Kaushik R. Chowdhury, Tommaso Melodia
DeepRadioID: Real-Time Channel-Resilient Optimization of Deep Learning-based Radio Fingerprinting Algorithms. CoRR (2019)
Kunal Sankhe, Mauro Belgiovine, Fan Zhou, Shamnaz Riyaz, Stratis Ioannidis, Kaushik R. Chowdhury
ORACLE: Optimized Radio clAssification through Convolutional neuraL nEtworks. INFOCOM (2019)
Francesco Restuccia, Salvatore D'Oro, Amani Al-Shawabka, Mauro Belgiovine, Luca Angioloni, Stratis Ioannidis, Kaushik R. Chowdhury, Tommaso Melodia
DeepRadioID: Real-Time Channel-Resilient Optimization of Deep Learning-based Radio Fingerprinting Algorithms. MobiHoc (2019)
Kunal Sankhe, Mauro Belgiovine, Fan Zhou, Shamnaz Riyaz, Stratis Ioannidis, Kaushik R. Chowdhury
ORACLE: Optimized Radio clAssification through Convolutional neuraL nEtworks. CoRR (2018)