| 2025 | WCNC | Multi-Objective Scheduling in Wireless Networks With Deep Reinforcement Learning. | Babacar Toure, Dimitrios Tsilimantos, Theodoros Giannakas, Omid Esrafilian, Marios Kountouris |
| 2023 | PIMRC | Distributed no-regret edge resource allocation with limited communication. | Saad Kriouile, Dimitrios Tsilimantos, Theodoros Giannakas |
| 2022 | GLOBECOM | Scalable end-to-end slice embedding and reconfiguration based on independent DQN agents. | Pavlos Doanis, Theodoros Giannakas, Thrasyvoulos Spyropoulos |
| 2022 | WoWMoM | Fast and accurate edge resource scaling for 5G/6G networks with distributed deep neural networks. | Theodoros Giannakas, Thrasyvoulos Spyropoulos, Ondrej Smid |
| 2021 | INFOCOM | SOBA: Session optimal MDP-based network friendly recommendations. | Theodoros Giannakas, Anastasios Giovanidis, Thrasyvoulos Spyropoulos |
| 2021 | WoWMoM | Fairness in Network-Friendly Recommendations. | Theodoros Giannakas, Pavlos Sermpezis, Anastasios Giovanidis, Thrasyvoulos Spyropoulos, George Arvanitakis |
| 2019 | WiOpt | The Order of Things: Position-Aware Network-friendly Recommendations in Long Viewing Sessions. | Theodoros Giannakas, Thrasyvoulos Spyropoulos, Pavlos Sermpezis |
| 2018 | WoWMoM | Show me the Cache: Optimizing Cache-Friendly Recommendations for Sequential Content Access. | Theodoros Giannakas, Pavlos Sermpezis, Thrasyvoulos Spyropoulos |
| 2017 | GLOBECOM | Femto-Caching with Soft Cache Hits: Improving Performance with Related Content Recommendation. | Pavlos Sermpezis, Thrasyvoulos Spyropoulos, Luigi Vigneri, Theodoros Giannakas |