Qirui Fan

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Alan Pak Tao LauProfessor of Electrical and Electronic Engineering at The Hong Kong Polytechnic UniversityDirección de correo verificada de polyu.edu.hk
Chao LuThe Hong Kong Polytechnic UniversityDirección de correo verificada de polyu.edu.hk
Faisal Nadeem KhanAssociate Professor, Tsinghua-Berkeley Shenzhen Institute, Tsinghua UniversityDirección de correo verificada de sz.tsinghua.edu.cn
Danshi WangBeijing University of Posts and TelecommunicationsDirección de correo verificada de bupt.edu.cn
Changjian GuoProfessor, South China Normal UniversityDirección de correo verificada de coer-scnu.org
Shuangyi YanHigh Performance Networks, University of BristolDirección de correo verificada de bristol.ac.uk
Xiaotian JiangBeijing University of Posts and TelecommunicationsDirección de correo verificada de bupt.edu.cn
Yuchen SongPhD student, Beijing University of Posts and TelecommunicationsDirección de correo verificada de bupt.edu.cn
Jianing LuTencent Corp.Dirección de correo verificada de tencent.com
Linyue LUThe Hong Kong Polytechnic UniversityDirección de correo verificada de polyu.edu.hk
Dimitra Simeonidou FREng, FIEEEUniversity of Bristol, Full Professor, Director Smart Internet Lab, Co-Director Bristol DigitalDirección de correo verificada de bristol.ac.uk
Tao GuiDirección de correo verificada de huawei.com
Chongjin XieAli Infrastructure Service, Alibaba GroupDirección de correo verificada de alibaba-inc.com
Zhongwei TanBeijing Institute of TechnologyDirección de correo verificada de bit.edu.cn
Xiong Wu 🐼 (吴雄)The Hong Kong Polytechnic UniversityDirección de correo verificada de connect.polyu.hk
Changyuan YuProfessor of EEE, Hong Kong Polytechnic University; National University of Singapore; Optica FellowDirección de correo verificada de polyu.edu.hk
Júlio César Medeiros DinizInfinera CorpDirección de correo verificada de infinera.com
Darko ZibarProfessor, Group leader Machine Learning in Photonic Systems,Technical University of DenmarkDirección de correo verificada de fotonik.dtu.dk

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Qirui Fan

Huawei Hong Kong Research Center

Dirección de correo verificada de huawei.com

optical communications signal processing deep learning


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
An optical communication's perspective on machine learning and its applications FN Khan, Q Fan, C Lu, APT Lau Journal of Lightwave Technology 37 (2), 493-516, 2019	348	2019
Advancing theoretical understanding and practical performance of signal processing for nonlinear optical communications through machine learning Q Fan, G Zhou, T Gui, C Lu, APT Lau Nature Communications 11 (1), 3694, 2020	173	2020
Field trial of machine-learning-assisted and SDN-based optical network planning with network-scale monitoring database S Yan, FN Khan, A Mavromatis, D Gkounis, Q Fan, F Ntavou, ... 2017 European Conference on Optical Communication (ECOC), 1-3, 2017	102	2017
Physics‐Informed Neural Network for Nonlinear Dynamics in Fiber Optics X Jiang, D Wang, Q Fan, M Zhang, C Lu, APT Lau Laser & Photonics Reviews 16 (9), 2100483, 2022	95	2022
Performance comparisons between machine learning and analytical models for quality of transmission estimation in wavelength-division-multiplexed systems J Lu, G Zhou, Q Fan, D Zeng, C Guo, L Lu, J Li, C Xie, C Lu, FN Khan, ... Journal of Optical Communications and Networking 13 (4), B35-B44, 2021	44	2021
Low-complexity carrier phase recovery based on principal component analysis for square-QAM modulation formats JCM Diniz, Q Fan, SM Ranzini, FN Khan, F Da Ros, D Zibar, APT Lau Optics express 27 (11), 15617-15626, 2019	43	2019
Solving the nonlinear Schrödinger equation in optical fibers using physics-informed neural network X Jiang, D Wang, Q Fan, M Zhang, C Lu, APT Lau Optical fiber communication conference, M3H. 8, 2021	41	2021
Machine learning methods for optical communication systems and networks FN Khan, Q Fan, C Lu, APT Lau Optical fiber telecommunications VII, 921-978, 2020	35	2020
Applications of machine-learning in optical communications and networks FN Khan, Q Fan, APT Lau, C Lu Next-Generation Optical Communication: Components, Sub-Systems, and Systems …, 2020	30	2020
Efficient three-step amplifier configuration algorithm for dynamic C+ L-band links in presence of stimulated Raman scattering Y Song, Q Fan, C Lu, D Wang, APT Lau Journal of Lightwave Technology 41 (5), 1445-1453, 2022	27	2022
Combined neural network and adaptive DSP training for long-haul optical communications Q Fan, C Lu, APT Lau Journal of lightwave technology 39 (22), 7083-7091, 2021	26	2021
Automated training dataset collection system design for machine learning application in optical networks: an example of quality of transmission estimation J Lu, Q Fan, G Zhou, L Lu, C Yu, APT Lau, C Lu Journal of Optical Communications and Networking 13 (11), 289-300, 2021	21	2021
Experimental comparisons between machine learning and analytical models for QoT estimations in WDM systems Q Fan, J Lu, G Zhou, D Zeng, C Guo, L Lu, J Li, C Xie, C Lu, FN Khan, ... 2020 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2020	18	2020
Physics-informed neural operator for fast and scalable optical fiber channel modelling in multi-span transmission Y Song, D Wang, Q Fan, X Jiang, X Luo, M Zhang 2022 European Conference on Optical Communication (ECOC), 1-4, 2022	16	2022
Digital twin-assisted optical power allocation for flexible and customizable SNR optimization X Pang, S Li, Q Fan, M Zhang, C Lu, APT Lau, D Wang Optical Fiber Communication Conference, W4I. 4, 2022	14	2022
Digital twin-enabled power optimizer for multi-span transmission system using autoencoder S Li, D Wang, Y Song, Q Fan, M Zhang, C Lu, APT Lau Optical Fiber Communication Conference, M3H. 1, 2021	12	2021
Field trial of machine-learning-assisted and SDN-based optical network management S Yan, FN Khan, A Mavromatis, Q Fan, H Frank, R Nejabati, APT Lau, ... Optical Fiber Communication Conference, M2E. 1, 2019	11	2019
Machine learning-assisted optical performance monitoring in fiber-optic networks FN Khan, Q Fan, C Lu, APT Lau 2018 IEEE Photonics Society Summer Topical Meeting Series (SUM), 53-54, 2018	11	2018
Inter-channel FWM mitigation techniques for O-band WDM based 800G/1.6 T LR and 5G fronthaul applications X Liu, Q Fan 2023 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2023	10	2023
Hybrid coding and filtering technique for optical IM-DD link with robustness to multipath interference and bandwidth limitation L Sun, G Zhou, Q Fan, APT Lau, C Guo, C Lu IEEE Photonics Journal 13 (2), 1-10, 2021	9	2021

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