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R

Rentao Gu

beijing university of posts and telecommunications

18H-index
198Paper Count
1.4KCitation Count
Published Papers 26
Publication Date
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DQN-based QoT-aware RBMSA with reward centering and multi-scale spectrum representation in C+L-band elastic optical networks
errJournal of Optical Communications and Networking
IF4.3
err2026-09-24
err0
PREAI
errZhiwei Zhou; Danping Ren; Bowen Bao; Rentao Gu; Jijun Zhao
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FM-LLM: A frequency-enhanced mixture-of-experts framework for adapting LLMs to time series forecasting
errKnowledge-Based Systems
IF7.6
err2026-03-13
err0
PREAI
errRentao Gu; Yihang Ding; Junjie Li; Yi Ding; Weijing Sang; Xiaoli Huo; Xin Qin; Yuefeng Ji
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errSave
Stackelberg Game With Multi-Agent Transformer for ISRS-Aware Resource Re-Optimization in Multi-Band Optical Networks
errIEEE Transactions on Cognitive Communications and Networking
IF7
err2026-01-01
err0
PREAI
errLiu, Jiaxin; Gu, Rentao; Zhu, Miao; Zou, Zeguang; Li, Hui; Ji, Yuefeng
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errSave
Hybrid quantum-classical computing mechanism for QoT-aware dynamic routing, modulation, and spectrum allocation in a multi-band flexible optical network
errJournal of Optical Communications and Networking
IF4.3
err2025-11-25
err0
PREAI
errMiao Zhu; Rentao Gu; Jiangshan Dong; Lin Bai; Hui Li; Yuefeng Ji
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errSave
ANN-Based Asymmetric QoT Estimation for Network Capacity Improvement of Low-Margin Optical Networks
errPHOTONICS
IF1.9
err2025-11-11
err0
errOAAI
errQin, Xin; Gu, Zhiqun; Ding, Yi; Chen, Wei; Gu, Rentao; Jiang, Xiaotian; Lv, Zheqing; Huo, Xiaoli
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errSave
SRS-Proactive-Aware Resource Allocation Based on All-Optical Wavelength Converters in C plus L Band Optical Networks
errJOURNAL OF LIGHTWAVE TECHNOLOGY
IF4.8
err2024-10-01
err4
PREAI
errTeng, Yun; Yang, Hui; Yao, Qiuyan; Gu, Rentao; Sun, Zhengjie; Xu, Ang; Liu, Fuxiao; Zhang, Jie
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errSave
Approximately Lossless Model Compression-Based Multilayer Virtual Network Embedding for Edge-Cloud Collaborative Services
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2023-07-15
err2
PREAI
errYang, Zeyuan; Gu, Rentao; Li, Hui; Ji, Yuefeng
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errSave
Hierarchical community discovery for multi-stage IP bearer network upgradation
errJOURNAL OF NETWORK AND COMPUTER APPLICATIONS
IF8
err2021-09-01
err5
PREAI
errLiu, Yuan; Gu, Rentao; Yang, Zeyuan; Ji, Yuefeng
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errSave
Reconfiguring multicast sessions in elastic optical networks adaptively with graph-aware deep reinforcement learning
errJOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING
IF4.3
err2021-07-29
err13
PREAI
errTian, Xiaojian; Li, Baojia; Gu, Rentao; Zhu, Zuqing
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errSave
A Method for Mining Granger Causality Relationship on Atmospheric Visibility
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2021-05-29
err5
PREAI
errLiu, Bo; He, Xi; Song, Mingdong; Li, Jiangqiang; Qu, Guangzhi; Lang, Jianlei; Gu, Rentao
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errSave
Learning-Based Cognitive Hitless Spectrum Defragmentation for Dynamic Provisioning in Elastic Optical Networks
errIEEE COMMUNICATIONS LETTERS
IF4.4
err2021-05-01
err12
PREAI
errLi, Ruoxing; Gu, Rentao; Jin, Weiqi; Ji, Yuefeng
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errSave
Energy and Transmission Efficiency Enhancement in Passive Optical Network Enabled Reconfigurable Fronthaul Supporting Smart Homes
errSENSORS
IF3.5
err2020-11-02
err1
errOAAI
errGu, Rentao; Wang, Gang; Li, Zhekang; Ji, Yuefeng
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errSave
Artificial intelligence-driven autonomous optical networks: 3S architecture and key technologies
errSCIENCE CHINA-INFORMATION SCIENCES
IF7.6
err2020-05-13
err40
PREAI
errJi, Yuefeng; Gu, Rentao; Yang, Zeyuan; Li, Jin; Li, Hui; Zhang, Min
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errSave
Machine learning for intelligent optical networks: A comprehensive survey
errJOURNAL OF NETWORK AND COMPUTER APPLICATIONS
IF8
err2020-05-01
err76
PREAI
errGu, Rentao; Yang, Zeyuan; Ji, Yuefeng
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errSave
Reward Function Learning for Q-learning-Based Geographic Routing Protocol
errIEEE COMMUNICATIONS LETTERS
IF4.4
err2019-07-01
err26
PREAI
errJin, Weiqi; Gu, Rentao; Ji, Yuefeng
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errSave
Proactive Grooming With Delay Optimization in Sliceable Elastic Optical Network
errIEEE ACCESS
IF3.6
err2019-01-01
err2
errOAAI
errJin, Weiqi; Gu, Rentao; Tan, Yanxia; Ji, Yuefeng
errShare
errSave
A Sequence-to-Sequence Air Quality Predictor Based on the n-Step Recurrent Prediction
errIEEE ACCESS
IF3.6
err2019-01-01
err75
errOAAI
errLiu, Bo; Yan, Shuo; Li, Jianqiang; Qu, Guangzhi; Li, Yong; Lang, Jianlei; Gu, Rentao
errShare
errSave
SDN-Based End-to-End Fragment-Aware Routing for Elastic Data Flows in LEO Satellite-Terrestrial Network
errIEEE ACCESS
IF3.6
err2019-01-01
err38
errOAAI
errGuo, Qize; Gu, Rentao; Dong, Tao; Yin, Jie; Liu, Zhihui; Bai, Lin; Ji, Yuefeng
errShare
errSave
Road surface temperature prediction based on gradient extreme learning machine boosting
errCOMPUTERS IN INDUSTRY
IF9.1
err2018-08-01
err33
PREAI
errLiu, Bo; Yan, Shuo; You, Huanling; Dong, Yan; Li, Yong; Lang, Jianlei; Gu, Rentao
errShare
errSave
Adaptability Analysis for IP Switching and Optical Switching in Geographically Distributed Inter-Datacenter Networks
errIEEE ACCESS
IF3.6
err2018-01-01
err1
errOAAI
errTan, Yanxia; Gu, Rentao; Ji, Yuefeng; Wang, Dajiang; Li, Hongbiao
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errSave

Research Directions

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Co-authors
Cooperation Journals
李
李勇 (Yong Li)
H-index: 82 · Papers: 3.3K
张
张杰 (Jie Zhang)
H-index: 59 · Papers: 1.2K
Z
Zuqing Zhu
H-index: 52 · Papers: 402
J
Jie Zhang
H-index: 49 · Papers: 1.0K
Y
Yuefeng Ji
H-index: 42 · Papers: 1.0K
View more