Kyriakos Stylianopoulos

32 papers Misc 2Journal 22Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evolving Multi-Branch Attention Convolutional Neural Networks for Online RIS Configuration.
IEEE Trans. Cogn. Commun. Netw.
George Stamatelis, Kyriakos Stylianopoulos, George C. Alexandropoulos
2026 J jnl
Metasurfaces-Integrated Wireless Neural Networks for Lightweight Over-The-Air Edge Inference.
CoRR
Kyriakos Stylianopoulos, Mario Edoardo Pandolfo, Paolo Di Lorenzo, George C. Alexandropoulos
2026 J jnl
Over-The-Air Extreme Learning Machines with XL Reception via Nonlinear Cascaded Metasurfaces.
CoRR
Kyriakos Stylianopoulos, Mattia Fabiani, Giulia Torcolacci, Davide Dardari, George C. Alexandropoulos
2026 J jnl
Over-the-Air Edge Inference via End-to-End Metasurfaces-Integrated Artificial Neural Networks.
IEEE Trans. Wirel. Commun.
Kyriakos Stylianopoulos, Paolo Di Lorenzo, George C. Alexandropoulos
2025 — conf
Distributed Intelligent Sensing and Communications for 6G: Architecture and Use Cases.
EuCNC/6G Summit
Kyriakos Stylianopoulos, Giyyarpuram Madhusudan, Guillaume Jornod, Sami Mekki, Francesca Costanzo, Hui Chen, Placido Mursia, Maurizio Crozzoli, Emilio Calvanese Strinati, George C. Alexandropoulos, Henk Wymeersch
2025 — conf
Graph-CNNs for RF Imaging: Learning the Electric Field Integral Equations.
EUSIPCO
Kyriakos Stylianopoulos, Panagiotis N. Gavriilidis, Gabriele Gradoni, George C. Alexandropoulos
2025 J jnl
Graph-CNNs for RF Imaging: Learning the Electric Field Integral Equations.
CoRR
Kyriakos Stylianopoulos, Panagiotis N. Gavriilidis, Gabriele Gradoni, George C. Alexandropoulos
2025 J jnl
Integrating Stacked Intelligent Metasurfaces and Power Control for Dynamic Edge Inference via Over-The-Air Neural Networks.
CoRR
Kyriakos Stylianopoulos, George C. Alexandropoulos
2025 — conf
Learning RIS Configuration with Quantized Responses: A Neuroevolution-Trained Multi-Branch Attention Convolutional Neural Network.
ICC Workshops
George Stamatelis, Kyriakos Stylianopoulos, George C. Alexandropoulos
2025 — conf
MIMO Communications with 1-bit RIS: Asymptotic Analysis and Over-the-Air Channel Diagonalization.
IEEECONF
Panagiotis N. Gavriilidis, Kyriakos Stylianopoulos, George C. Alexandropoulos
2025 J jnl
MIMO Communications with 1-bit RIS: Asymptotic Analysis and Over-the-Air Channel Diagonalization.
CoRR
Panagiotis N. Gavriilidis, Kyriakos Stylianopoulos, George C. Alexandropoulos
2025 J jnl
Over-the-Air Edge Inference via End-to-End Metasurfaces-Integrated Artificial Neural Networks.
CoRR
Kyriakos Stylianopoulos, Paolo Di Lorenzo, George C. Alexandropoulos
2025 J jnl
Over-the-Air Goal-Oriented Communications.
CoRR
Kyriakos Stylianopoulos, Paolo Di Lorenzo, George C. Alexandropoulos
2025 J jnl
Over-the-Air Semantic Alignment with Stacked Intelligent Metasurfaces.
CoRR
Mario Edoardo Pandolfo, Kyriakos Stylianopoulos, George C. Alexandropoulos, Paolo Di Lorenzo
2025 J jnl
Universal Approximation with XL MIMO Systems: OTA Classification via Trainable Analog Combining.
CoRR
Kyriakos Stylianopoulos, George C. Alexandropoulos
2024 — conf
Asymptotically Optimal Closed-Form Phase Configuration of 1-bit RISs via Sign Alignment.
SPAWC
Kyriakos Stylianopoulos, Panagiotis N. Gavriilidis, George C. Alexandropoulos
2024 J jnl
Control Plane for Reconfigurable Intelligent Surfaces.
IEEE Commun. Stand. Mag.
Fabio Saggese, Victor Croisfelt, Kyriakos Stylianopoulos, George C. Alexandropoulos, Petar Popovski
2024 J jnl
Multi-Branch Attention Convolutional Neural Network for Online RIS Configuration with Discrete Responses: A Neuroevolution Approach.
CoRR
George Stamatelis, Kyriakos Stylianopoulos, George C. Alexandropoulos
2024 J jnl
On the Impact of Control Signaling in RIS-Empowered Wireless Communications.
IEEE Open J. Commun. Soc.
Fabio Saggese, Victor Croisfelt, Radoslaw Kotaba, Kyriakos Stylianopoulos, George C. Alexandropoulos, Petar Popovski
2023 J jnl
A Framework for Control Channels Applied to Reconfigurable Intelligent Surfaces.
CoRR
Fabio Saggese, Victor Croisfelt, Radoslaw Kotaba, Kyriakos Stylianopoulos, George C. Alexandropoulos, Petar Popovski
2023 — conf
Autoregressive Attention Neural Networks for Non-Line-of-Sight User Tracking with Dynamic Metasurface Antennas.
CAMSAP
Kyriakos Stylianopoulos, Murat Bayraktar, Nuria González-Prelcic, George C. Alexandropoulos
2023 J jnl
Autoregressive Attention Neural Networks for Non-Line-of-Sight User Tracking with Dynamic Metasurface Antennas.
CoRR
Kyriakos Stylianopoulos, Murat Bayraktar, Nuria González-Prelcic, George C. Alexandropoulos
2023 Misc conf
Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces.
ICASSP
Kyriakos Stylianopoulos, Mattia Merluzzi, Paolo Di Lorenzo, George C. Alexandropoulos
2023 J jnl
Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces.
CoRR
Kyriakos Stylianopoulos, Mattia Merluzzi, Paolo Di Lorenzo, George C. Alexandropoulos
2022 — conf
Deep Contextual Bandits for Orchestrating Multi-User MISO Systems with Multiple RISs.
ICC
Kyriakos Stylianopoulos, George C. Alexandropoulos, Chongwen Huang, Chau Yuen, Mehdi Bennis, Mérouane Debbah
2022 J jnl
Deep Contextual Bandits for Orchestrating Multi-User MISO Systems with Multiple RISs.
CoRR
Kyriakos Stylianopoulos, George C. Alexandropoulos, Chongwen Huang, Chau Yuen, Mehdi Bennis, Mérouane Debbah
2022 Misc conf
Deep-Learning-Assisted Configuration of Reconfigurable Intelligent Surfaces in Dynamic Rich-Scattering Environments.
ICASSP
Kyriakos Stylianopoulos, Nir Shlezinger, Philipp del Hougne, George C. Alexandropoulos
2022 J jnl
Deep-Learning-Assisted Configuration of Reconfigurable Intelligent Surfaces in Dynamic rich-scattering Environments.
CoRR
Kyriakos Stylianopoulos, Nir Shlezinger, Philipp del Hougne, George C. Alexandropoulos
2022 — conf
Online RIS Configuration Learning for Arbitrary Large Numbers of 1-Bit Phase Resolution Elements.
SPAWC
Kyriakos Stylianopoulos, George C. Alexandropoulos
2022 J jnl
Online RIS Configuration Learning for Arbitrary Large Numbers of 1-Bit Phase Resolution Elements.
CoRR
Kyriakos Stylianopoulos, George C. Alexandropoulos
2022 J jnl
Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces.
CoRR
George C. Alexandropoulos, Kyriakos Stylianopoulos, Chongwen Huang, Chau Yuen, Mehdi Bennis, Mérouane Debbah
2022 J jnl
Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces.
Proc. IEEE
George C. Alexandropoulos, Kyriakos Stylianopoulos, Chongwen Huang, Chau Yuen, Mehdi Bennis, Mérouane Debbah