| 2026 | Networking | Addressing Uncertainty in Multi-Step Traffic-Driven Service Provisioning. | Hafsa Maryam, Giannis Savva, Georgios Ellinas, Tania Panayiotou |
| 2024 | DCOSS | A Multi-task Transformer Architecture for Drone State Identification and Trajectory Prediction. | Nicolas Souli, Antreas Palamas, Tania Panayiotou, Panayiotis Kolios, Georgios Ellinas |
| 2024 | Networking | Federated Learning for Network Traffic Prediction. | Sadananda Behera, Saroj Kumar Panda, Tania Panayiotou, Georgios Ellinas |
| 2024 | VTC | Fair-enough Charging of Electric Vehicles. | Tania Panayiotou, Georgios Ellinas |
| 2023 | DCOSS | A Multi-Task Learning Framework for Drone State Identification and Trajectory Prediction. | Antreas Palamas, Nicolas Souli, Tania Panayiotou, Panayiotis Kolios, Georgios Ellinas |
| 2022 | GLOBECOM | Modeling Soft-Failure Evolution for Triggering Timely Repair with Low QoT Margins. | Sadananda Behera, Tania Panayiotou, Georgios Ellinas |
| 2021 | ICCCN | A Reward-Based Fair Resource Allocation in EONs Considering Traffic Demand Behavior. | Tania Panayiotou, Georgios Ellinas |
| 2021 | ISCC | Deep Quantile Regression for QoT Inference and Confident Decision Making. | Tania Panayiotou, Hafsa Maryam, Georgios Ellinas |
| 2021 | VTC | Edge Learning of Vehicular Trajectories at Regulated Intersections. | Dinesh Cyril Selvaraj, Christian Vitale, Tania Panayiotou, Panayiotis Kolios, Carla Fabiana Chiasserini, Georgios Ellinas |
| 2020 | GLOBECOM | Fair Resource Allocation in Optical Networks under Tidal Traffic. | Tania Panayiotou, Georgios Ellinas |
| 2019 | GLOBECOM | Centralized and Distributed Machine Learning-Based QoT Estimation for Sliceable Optical Networks. | Tania Panayiotou, Giannis Savva, Ioannis Tomkos, Georgios Ellinas |
| 2013 | ICCCN | Hybrid Multicast Traffic Grooming in Transparent Optical Networks with Physical Layer Impairments. | Tania Panayiotou, Georgios Ellinas, Neophytos Antoniades |