Shuangyi Yan

Shuangyi Yan

University of Bristol

H-index: 21

Europe-United Kingdom

About Shuangyi Yan

Shuangyi Yan, With an exceptional h-index of 21 and a recent h-index of 17 (since 2020), a distinguished researcher at University of Bristol, specializes in the field of optical networks, 5G and Beyond, Machine Learning, Coherent detection.

His recent articles reflect a diverse array of research interests and contributions to the field:

NetMind: Adaptive RAN Baseband Function Placement by GCN Encoding and Maze-solving DRL

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

Field-trial demonstration of ML deployment in optical networks using telemetry and AI engine

Deployment of VNF service chains with grooming and resilience in elastic optical networks

Nlp powered intent based network management for private 5g networks

Development of a Simplified Mock Circulation Loop for Cardiovascular Flow Measurement

DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres

LSTM Assisted Optical Transmission Performance Analysis over a 493-km Field-Trial

Shuangyi Yan Information

University

Position

High Performance Networks

Citations(all)

1517

Citations(since 2020)

825

Cited By

1078

hIndex(all)

21

hIndex(since 2020)

17

i10Index(all)

41

i10Index(since 2020)

27

Email

University Profile Page

University of Bristol

Google Scholar

View Google Scholar Profile

Shuangyi Yan Skills & Research Interests

optical networks

5G and Beyond

Machine Learning

Coherent detection

Top articles of Shuangyi Yan

Title

Journal

Author(s)

Publication Date

NetMind: Adaptive RAN Baseband Function Placement by GCN Encoding and Maze-solving DRL

arXiv preprint arXiv:2401.06722

Haiyuan Li

Peizheng Li

Karcius Day Assis

Adnan Aijaz

Sen Shen

...

2024/1/12

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

Journal of Optical Communications and Networking

Ruikun Wang

Jiawei Zhang

Shuangyi Yan

Chuidian Zeng

Hao Yu

...

2023/7/1

Field-trial demonstration of ML deployment in optical networks using telemetry and AI engine

Sen Shen

Ruizhi Yang

Haiyuan Li

Yiran Teng

Rui Wang

...

2023/10/1

Deployment of VNF service chains with grooming and resilience in elastic optical networks

Optical Fiber Technology

H Li

KDR Assis

A Bravalheri

RC Almeida Jr

X Vasilakos

...

2023/12/1

Nlp powered intent based network management for private 5g networks

IEEE Access

Joseph Mcnamara

Daniel Camps-Mur

Meysam Goodarzi

Hilary Frank

Lorena Chinchilla-Romero

...

2023/4/10

Development of a Simplified Mock Circulation Loop for Cardiovascular Flow Measurement

Jing Angelo G Clet

Yu-Sheng Lin

Chen-Hsun Weng

Ying-Lung Daniel Ho

Chung-Che Kevin Huang

...

2023/10/28

DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres

Yiran Teng

Ruizhi Yang

Carlos Natalino

Sen Shen

Paolo Monti

...

2023/9/26

LSTM Assisted Optical Transmission Performance Analysis over a 493-km Field-Trial

S Shen

Ruizhi Yang

Haiyuan Li

Z Shi

Rui Wang

...

2023/3/5

Adaptive Resource Management for Edge Network Slicing using Incremental Multi-Agent Deep Reinforcement Learning

arXiv preprint arXiv:2310.17523

Haiyuan Li

Yuelin Liu

Xueqing Zhou

Xenofon Vasilakos

Reza Nejabati

...

2023/10/26

Multi-RAT enhanced Private Wireless Networks with Intent-Based Network Management Automation

Amin Emami

Hilary Frank

Wenhao He

Anderson Bravalheri

Adrian-Cristian Nicolaescu

...

2023/9/21

986 km field trial of cascaded ANN-based link-penalty models for QoT prediction

Ruizhi Yang

Sen Shen

Haiyuan Li

Z Shi

R Wang

...

2023/3/5

Field Trial Demonstration of AI-Engine Driven Cross-Domain Rerouting and Optimisation in Dynamic Optical Networks

Mark Yang

Ocean Li

Yiran Teng

Sen Shen

Rui Wang

...

2023/10/5

DRL-Driven Intelligent Access Traffic Management for Hybrid 5G-WiFi Multi-RAT Networks

Xueqing Zhou

Haiyuan Li

Anderson Bravalheri

Amin Emami

Reza Nejabati

...

2023/9/5

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

Optical Fiber Technology

KDR Assis

RC Almeida Jr

MJ Reed

AF Santos

HA Dinarte

...

2023/1/1

DRL-based energy-efficient baseband function deployments for service-oriented Open RAN

IEEE Transactions on Green Communications and Networking

Haiyuan Li

Amin Emami

Karcius Day R Assis

Antonis Vefeas

Ruizhi Yang

...

2023/10/2

QKD-Secured and Dynamic Multi-tenant O-RAN 5G Fronthaul with Quantum and Classical Channels Co-existence

Romerson D Oliveira

Rui Wang

Ekin Arabul

Sima Bahrani

Mark Yang

...

2023/7/3

End-to-end QoT Predictions enhanced by GNPy-based Digital Twin with Network Telemetry

Sen Shen

Ocean Li

Andreas Tyrovolas

Yiran Teng

Reza Nejabati

...

2023/12/18

Resilient and energy efficient du-cu-mec deployments for service oriented reliable next generation metro access network

Haiyuan Li

Karcuis Assis

Antonis Vafeas

Shuangyi Yan

Dimitra Simeonidou

2022/6/23

Bi2O2Te Nanosheets Saturable Absorber‐Based Passive Mode‐Locked Fiber Laser: From Soliton Molecules to Harmonic Soliton

Advanced Optical Materials

Zhanqiang Hui

Xiaofeng Bu

Yuanhong Wang

Dongdong Han

Jiamin Gong

...

2022

Deep reinforcement learning-based policy for baseband function placement and routing of RAN in 5G and beyond

Journal of Lightwave Technology

Zhengguang Gao

Shuangyi Yan

Jiawei Zhang

Bingtao Han

Yongcheng Wang

...

2022/1/15

See List of Professors in Shuangyi Yan University(University of Bristol)

Co-Authors

H-index: 56
Periklis Petropoulos

Periklis Petropoulos

University of Southampton

H-index: 50
Dimitra Simeonidou FREng, FIEEE

Dimitra Simeonidou FREng, FIEEE

University of Bristol

H-index: 42
Reza Nejabati

Reza Nejabati

University of Bristol

H-index: 38
Georgios Zervas

Georgios Zervas

University College London

H-index: 18
Alejandro Aguado Martín

Alejandro Aguado Martín

Universidad Politécnica de Madrid

H-index: 17
Yan Yan

Yan Yan

University of Bristol

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