| DRL-based long-term resource planning for task offloading policies in multiserver edge computing networks H Li, KDR Assis, S Yan, D Simeonidou IEEE Transactions on Network and Service Management 19 (4), 4151-4164, 2022 | 54 | 2022 |
| DRL-based energy-efficient baseband function deployments for service-oriented open RAN H Li, A Emami, KDR Assis, A Vafeas, R Yang, R Nejabati, S Yan, ... IEEE Transactions on Green Communications and Networking 8 (1), 224-237, 2023 | 23 | 2023 |
| Protection by diversity in elastic optical networks subject to single link failure KDR Assis, RC Almeida Jr, MJ Reed, AF Santos, HA Dinarte, ... Optical Fiber Technology 75, 103208, 2023 | 16 | 2023 |
| Deep-reinforcement-learning-based RMSCA for space division multiplexing networks with multi-core fibers [Invited Tutorial] Y Teng, C Natalino, H Li, R Yang, J Majeed, S Shen, P Monti, R Nejabati, ... Journal of Optical Communications and Networking 16 (7), C76-C87, 2024 | 14 | 2024 |
| Unified monitoring and telemetry platform supporting network intelligence in optical networks S Shen, J Han, K Bardhi, H Li, R Yang, Y Teng, V Yokar, S Yan, ... Journal of Optical Communications and Networking 17 (2), 139-151, 2025 | 12 | 2025 |
| Adaptive resource management for edge network slicing using incremental multi-agent deep reinforcement learning H Li, Y Liu, X Zhou, X Vasilakos, R Nejabati, S Yan, D Simeonidou arXiv preprint arXiv:2310.17523, 2023 | 10 | 2023 |
| 986 km field trial of cascaded ANN-based link-penalty models for QoT prediction R Yang, S Shen, H Li, Z Shi, R Wang, R Nejabati, S Yan, D Simeonidou 2023 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2023 | 10 | 2023 |
| NetMind: Adaptive RAN Baseband Function Placement by GCN Encoding and Maze-solving DRL H Li, P Li, KD Assis, A Aijaz, S Shen, R Nejabati, S Yan, D Simeonidou 2024 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2024 | 9 | 2024 |
| Multi-rat enhanced private wireless networks with intent-based network management automation A Emami, H Frank, W He, A Bravalheri, AC Nicolaescu, H Li, H Falaki, ... 2023 IEEE Globecom Workshops (GC Wkshps), 1789-1794, 2023 | 7 | 2023 |
| Field-trial demonstration of ML deployment in optical networks using telemetry and AI engine S Shen, R Yang, H Li, Y Teng, R Wang, R Nejabati, S Yan, D Simeonidou 49th European Conference on Optical Communications (ECOC 2023) 2023, 1126-1129, 2023 | 7 | 2023 |
| LSTM assisted optical transmission performance analysis over a 493-km field-trial S Shen, R Yang, H Li, Z Shi, R Wang, R Nejabati, S Yan, D Simeonidou Optical Fiber Communication Conference, W4G. 4, 2023 | 7 | 2023 |
| End-to-end qot predictions enhanced by gnpy-based digital twin with network telemetry S Shen, H Li, A Tyrovolas, Y Teng, R Nejabati, S Yan, D Simeonidou Optical Fiber Communication Conference, Th2A. 16, 2024 | 6 | 2024 |
| Drl-driven intelligent access traffic management for hybrid 5g-wifi multi-rat networks X Zhou, H Li, A Bravalheri, A Emami, R Nejabati, S Yan, D Simeonidou 2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile …, 2023 | 6 | 2023 |
| Deployment of VNF service chains with grooming and resilience in elastic optical networks H Li, KDR Assis, A Bravalheri, RC Almeida Jr, X Vasilakos, S Yan, ... Optical Fiber Technology 81, 103482, 2023 | 5 | 2023 |
| Resilient and energy efficient du-cu-mec deployments for service oriented reliable next generation metro access network H Li, K Assis, A Vafeas, S Yan, D Simeonidou 47th WWRF, 2022 | 4 | 2022 |
| From Hype to Reality: The Road Ahead of Deploying DRL in 6G Networks H Li, H Madhukumar, P Li, Y Teng, S Yan, D Simeonidou arXiv preprint arXiv:2410.23086, 2024 | 3 | 2024 |
| Field trial demonstration of AI-engine driven cross-domain rerouting and optimisation in dynamic optical networks R Yang, H Li, Y Teng, S Shen, R Wang, R Oliveira, R Nejabati, S Yan, ... IET Conference Proceedings CP839 2023 (34), 1726-1729, 2023 | 2 | 2023 |
| Toward Practical Operation of Deep Reinforcement Learning Agents in Real-World Network Management at Open RAN Edges H Li, H Madhukumar, P Li, Y Liu, Y Teng, Y Wu, N Wang, S Yan, ... IEEE Communications Magazine, 2025 | 1 | 2025 |
| NetMind+: Adaptive Baseband Function Placement With GCN Encoding and Incremental Maze-Solving DRL for Dynamic and Heterogeneous RANs H Li, P Li, KD Assis, JM Parra, A Aijaz, S Yan, D Simeonidou IEEE Transactions on Network and Service Management, 2025 | 1 | 2025 |
| Cooperative Task Offloading through Asynchronous Deep Reinforcement Learning in Mobile Edge Computing for Future Networks Y Liu, H Li, X Vasilakos, R Hussain, D Simeonidou arXiv preprint arXiv:2504.17526, 2025 | 1 | 2025 |
Dimitra Simeonidou OBE, FREng, FIEEEUniversity of Bristol, Full Professor, Director Smart Internet LabVerified email at bristol.ac.uk
