Deep-Learning-Assisted Configuration of Reconfigurable Intelligent Surfaces in Dynamic Rich-Scattering Environments. - Kyriakos Stylianopoulos; Nir Shlezinger; Philipp del Hougne; George C. Alexandropoulos (ICASSP, 2022)

Deep Contextual Bandits for Orchestrating Multi-User MISO Systems with Multiple RISs. - Kyriakos Stylianopoulos; George C. Alexandropoulos; Chongwen Huang; Chau Yuen; Mehdi Bennis; Mérouane Debbah (ICC, 2022)

Online RIS Configuration Learning for Arbitrary Large Numbers of 1-Bit Phase Resolution Elements. - Kyriakos Stylianopoulos; George C. Alexandropoulos (SPAWC, 2022)

Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces. - George C. Alexandropoulos; Kyriakos Stylianopoulos; Chongwen Huang; Chau Yuen; Mehdi Bennis; Mérouane Debbah (Proc. IEEE, 2022)

Autoregressive Attention Neural Networks for Non-Line-of-Sight User Tracking with Dynamic Metasurface Antennas. - Kyriakos Stylianopoulos; Murat Bayraktar; Nuria González-Prelcic; George C. Alexandropoulos (CAMSAP, 2023)

Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces. - Kyriakos Stylianopoulos; Mattia Merluzzi; Paolo Di Lorenzo; George C. Alexandropoulos (ICASSP, 2023)

A Framework for Control Channels Applied to Reconfigurable Intelligent Surfaces. - Fabio Saggese; Victor Croisfelt; Radoslaw Kotaba; Kyriakos Stylianopoulos; George C. Alexandropoulos; Petar Popovski (CoRR, 2023)

Asymptotically Optimal Closed-Form Phase Configuration of 1-bit RISs via Sign Alignment. - Kyriakos Stylianopoulos; Panagiotis N. Gavriilidis; George C. Alexandropoulos (SPAWC, 2024)

Multi-Branch Attention Convolutional Neural Network for Online RIS Configuration with Discrete Responses: A Neuroevolution Approach. - George Stamatelis; Kyriakos Stylianopoulos; George C. Alexandropoulos (CoRR, 2024)

On the Impact of Control Signaling in RIS-Empowered Wireless Communications. - Fabio Saggese; Victor Croisfelt; Radoslaw Kotaba; Kyriakos Stylianopoulos; George C. Alexandropoulos; Petar Popovski (IEEE Open J. Commun. Soc., 2024)

Control Plane for Reconfigurable Intelligent Surfaces. - Fabio Saggese; Victor Croisfelt; Kyriakos Stylianopoulos; George C. Alexandropoulos; Petar Popovski (IEEE Commun. Stand. Mag., 2024)

Distributed Intelligent Sensing and Communications for 6G: Architecture and Use Cases. - Kyriakos Stylianopoulos; Giyyarpuram Madhusudan; Guillaume Jornod; Sami Mekki; Francesca Costanzo; Hui Chen 014; Placido Mursia; Maurizio Crozzoli; Emilio Calvanese Strinati; George C. Alexandropoulos; Henk Wymeersch (EuCNC/6G Summit, 2025)

Graph-CNNs for RF Imaging: Learning the Electric Field Integral Equations. - Kyriakos Stylianopoulos; Panagiotis N. Gavriilidis; Gabriele Gradoni; George C. Alexandropoulos (CoRR, 2025)

Over-the-Air Edge Inference via End-to-End Metasurfaces-Integrated Artificial Neural Networks. - Kyriakos Stylianopoulos; Paolo Di Lorenzo; George C. Alexandropoulos (CoRR, 2025)

Universal Approximation with XL MIMO Systems: OTA Classification via Trainable Analog Combining. - Kyriakos Stylianopoulos; George C. Alexandropoulos (CoRR, 2025)