Spilios Evmorfos

According to our database, Spilios Evmorfos authored at least 12 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Sensor Selection via GFlowNets: A Deep Generative Modeling Framework to Navigate Combinatorial Complexity.

Spilios Evmorfos, Zhaoyi Xu, Athina P. Petropulu

CoRR, 2024

Unmanned Vehicles in 6G Networks: A Unifying Treatment of Problems, Formulations, and Tools.

Winston Hurst, Spilios Evmorfos, Athina P. Petropulu, Yasamin Mostofi

CoRR, 2024

Generative AI for Sparse Antenna Array Design in ISAC Systems.

Spilios Evmorfos, Athina P. Petropulu

Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024

A Meta-Preconditioning Approach for Deep Q-Learning.

Spilios Evmorfos, Athina P. Petropulu

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Actor-Critic Methods for IRS Design in Correlated Channel Environments: A Closer Look Into the Neural Tangent Kernel of the Critic.

Spilios Evmorfos, Athina P. Petropulu, H. Vincent Poor

IEEE Trans. Signal Process., 2023

Gflownets for Sensor Selection.

Spilios Evmorfos, Zhaoyi Xu, Athina P. Petropulu

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

2022

Reinforcement Learning for Motion Policies in Mobile Relaying Networks.

Spilios Evmorfos, Konstantinos I. Diamantaras, Athina P. Petropulu

IEEE Trans. Signal Process., 2022

Deep Reinforcement Learning for IRS Phase Shift Design in Spatiotemporally Correlated Environments.

Spilios Evmorfos, Athina P. Petropulu, H. Vincent Poor

CoRR, 2022

Deep Actor-Critic for Continuous 3D Motion Control in Mobile Relay Beamforming Networks.

Spilios Evmorfos, Athina P. Petropulu

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Deep Q Learning With Fourier Feature Mapping For Mobile Relay Beamforming Networks.

Spilios Evmorfos, Konstantinos I. Diamantaras, Athina P. Petropulu

Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Double Deep Q Learning with Gradient Biasing for Mobile Relay Beamforming Networks.

Spilios Evmorfos, Konstantinos I. Diamantaras, Athina P. Petropulu

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Neural network architectures for the detection of SYN flood attacks in IoT systems.

Spilios Evmorfos, George Vlachodimitropoulos, Nikolaos Bakalos, Erol Gelenbe

Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020