DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres. - Yiran Teng; Ruizhi Yang; Carlos Natalino; Sen Shen; Paolo Monti 001; Reza Nejabati; Shuangyi Yan; Dimitra Simeonidou (PSC, 2023)

Unified Monitoring and Telemetry Platform for Future Intelligent Optical Networks. - Sen Shen; Jing Han; Haiyuan Li; Yiran Teng; Shuangyi Yan; Dimitra Simeonidou (ICTON, 2024)

End-to-end QoT Predictions enhanced by GNPy-based Digital Twin with Network Telemetry. - Sen Shen; Haiyuan Li; Andreas Tyrovolas; Yiran Teng; Reza Nejabati; Shuangyi Yan; Dimitra Simeonidou (OFC, 2024)

DRL-Assisted Dynamic QoT-Aware Service Provisioning in Multi-Band Elastic Optical Networks. - Yiran Teng; Carlos Natalino; Farhad Arpanaei; Alfonso Sánchez-Macián; Paolo Monti 001; Shuangyi Yan; Dimitra Simeonidou (CoRR, 2024)

From Hype to Reality: The Road Ahead of Deploying DRL in 6G Networks. - Haiyuan Li; Hari Madhukumar; Peizheng Li; Yiran Teng; Shuangyi Yan; Dimitra Simeonidou (CoRR, 2024)

Deep-reinforcement-learning-based RMSCA for space division multiplexing networks with multi-core fibers [Invited Tutorial]. - Yiran Teng; Carlos Natalino; Haiyuan Li; Ruizhi Yang; Jassim Majeed; Sen Shen; Paolo Monti 001; Reza Nejabati; Shuangyi Yan; Dimitra Simeonidou (J. Opt. Commun. Netw., 2024)

Fast Link Recovery via PTP-Synchronized Nanosecond Optical Switching. - Vaigai Nayaki Yokar; Ali Mehrpooya; Yiran Teng; Sen Shen; Zhaozhou Wu; Klodian Bardhi; Shuangyi Yan; Dimitra Simeonidou (ONDM, 2025)