Shuangyi Yan

University of Bristol

United Kingdom

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Articles (17)

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2025

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2021

Collaborators (6)

Xenofon Vasilakos

University of Bristol

UNITED KINGDOM

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Alfonso Sánchez-Macián

Associate Professor

Universidad Carlos III de Madrid Escuela Politécnica Superior

SPAIN

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Carlos Colman Meixner

University of Bristol

UNITED KINGDOM

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Reza Nejabati

Curtin University

AUSTRALIA

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Paolo Monti

Professor at Chalmers University of Technology

Chalmers University of Technology

SWEDEN

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Rui Wang

Academic , Lecturer

University of Bristol

UNITED KINGDOM

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Shuangyi Yan

Research Interests

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Articles (17)

DRL-Assisted QoT-Aware Service Provisioning in Multi-Band Elastic Optical Networks

NetMind+: Adaptive Baseband Function Placement With GCN Encoding and Incremental Maze-Solving DRL for Dynamic and Heterogeneous RANs

Toward Practical Operation of Deep Reinforcement Learning Agents in Real-World Network Management at Open RAN Edges

Unified monitoring and telemetry platform supporting network intelligence in optical networks

DRL-Based Energy-Efficient Baseband Function Deployments for Service-Oriented Open RAN

Ultra-high-capacity band and space division multiplexing backbone EONs: multi-core versus multi-fiber

Deep-reinforcement-learning-based RMSCA for space division multiplexing networks with multi-core fibers [Invited Tutorial]

Deployment of VNF Service Chains with Grooming and Resilience in Elastic Optical Networks

Suspect fault screen assisted graph aggregation network for intra-/inter-node failure localization in ROADM-based optical networks

Protection by diversity in elastic optical networks subject to single link failure

NLP Powered Intent Based Network Management for Private 5G Networks

Techno-Economic Analysis of 5G Non-Public Network Architectures

DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multiserver Edge Computing Networks

Edge-enhanced graph neural network for DU-CU placement and lightpath provision in X-Haul networks

Deep Reinforcement Learning-Based Policy for Baseband Function Placement and Routing of RAN in 5G and Beyond

Toward Deployments of ML Applications in Optical Networks

Distributed Abstraction and Verification of an Installed Optical Fibre Network

Collaborators (6)

Xenofon Vasilakos

Alfonso Sánchez-Macián

Carlos Colman Meixner

Reza Nejabati

Paolo Monti

Rui Wang

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