Spilios Evmorfos

15 papers Misc 2Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
LLM-Driven Reasoning for Constraint-Aware Feature Selection in Industrial Systems.
CoRR
Yuhang Zhou, Zhuokai Zhao, Ke Li, Spilios Evmorfos, Gökalp Demirci, Mingyi Wang, Qiao Liu, Qifei Wang, Serena Li, Weiwei Li, Tingting Wang, Mingze Gao, Gedi Zhou, Abhishek Kumar, Xiangjun Fan, Lizhu Zhang, Jiayi Liu
2025 J jnl
Uncrewed Vehicles in 6G Networks: A Unifying Treatment of Problems, Formulations, and Tools.
Proc. IEEE
Winston Hurst, Spilios Evmorfos, Athina P. Petropulu, Yasamin Mostofi
2024 Misc conf
A Meta-Preconditioning Approach for Deep Q-Learning.
ICASSP
Spilios Evmorfos, Athina P. Petropulu
2024 — conf
GFlowNet-Based Antenna Selection for ISAC Systems Under the Presence of Eavesdroppers.
IEEECONF
Spilios Evmorfos, Athina P. Petropulu
2024 — conf
Generative AI for Sparse Antenna Array Design in ISAC Systems.
SPAWC
Spilios Evmorfos, Athina P. Petropulu
2024 J jnl
Sensor Selection via GFlowNets: A Deep Generative Modeling Framework to Navigate Combinatorial Complexity.
CoRR
Spilios Evmorfos, Zhaoyi Xu, Athina P. Petropulu
2024 J jnl
Unmanned Vehicles in 6G Networks: A Unifying Treatment of Problems, Formulations, and Tools.
CoRR
Winston Hurst, Spilios Evmorfos, Athina P. Petropulu, Yasamin Mostofi
2023 J jnl
Actor-Critic Methods for IRS Design in Correlated Channel Environments: A Closer Look Into the Neural Tangent Kernel of the Critic.
IEEE Trans. Signal Process.
Spilios Evmorfos, Athina P. Petropulu, H. Vincent Poor
2023 — conf
Gflownets for Sensor Selection.
MLSP
Spilios Evmorfos, Zhaoyi Xu, Athina P. Petropulu
2022 Misc conf
Deep Actor-Critic for Continuous 3D Motion Control in Mobile Relay Beamforming Networks.
ICASSP
Spilios Evmorfos, Athina P. Petropulu
2022 J jnl
Deep Reinforcement Learning for IRS Phase Shift Design in Spatiotemporally Correlated Environments.
CoRR
Spilios Evmorfos, Athina P. Petropulu, H. Vincent Poor
2022 J jnl
Reinforcement Learning for Motion Policies in Mobile Relaying Networks.
IEEE Trans. Signal Process.
Spilios Evmorfos, Konstantinos I. Diamantaras, Athina P. Petropulu
2021 — conf
Deep Q Learning With Fourier Feature Mapping For Mobile Relay Beamforming Networks.
SPAWC
Spilios Evmorfos, Konstantinos I. Diamantaras, Athina P. Petropulu
2021 — conf
Double Deep Q Learning with Gradient Biasing for Mobile Relay Beamforming Networks.
ACSCC
Spilios Evmorfos, Konstantinos I. Diamantaras, Athina P. Petropulu
2020 — conf
Neural network architectures for the detection of SYN flood attacks in IoT systems.
PETRA
Spilios Evmorfos, George Vlachodimitropoulos, Nikolaos Bakalos, Erol Gelenbe