Rentao Gu - RankMe

89 papers B 8C 8Journal 38Unranked 34

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FM-LLM: A frequency-enhanced mixture-of-experts framework for adapting LLMs to time series forecasting. Knowl. Based Syst. Rentao Gu, Yihang Ding, Junjie Li, Yi Ding, Weijing Sang, Xiaoli Huo, Xin Qin, Yuefeng Ji
2025	J	`jnl`	Cluster-Based Fluctuation Counterbalance Enabled Deterministic Resource Scheduling for Industrial Passive Optical Networks. IEEE Internet Things J. Weijing Sang, Rentao Gu, Zexi Zhou, Hui Li, Yuefeng Ji
2025	—	`conf`	GSNR-aware Transmission Optimization in Dynamic Programmable Raman Amplifier-enabled Multi-band Optical Systems. OFC Xinyi Liu, Rentao Gu, Xiaoxuan Gao, Junshi Gao, Yingchun Wang, Zheng He, Yuefeng Ji
2025	—	`conf`	Hybrid Quantum-Classical Computing Mechanism for Dynamic QoT-Aware Resource Allocation in Multi-Band Flexible Optical Network. OFC Miao Zhu, Rentao Gu, Jiangshan Dong, Lin Bai, Hui Li, Yuefeng Ji
2025	B	`conf`	ReFly: A New Reconfigurable Architecture for LLM Training Based on Optical Circuit Switching. GLOBECOM Xinyue Li, Rentao Gu, Yunxuan Li, Shiwei Wang, Mo Guang, Kaiwen Long, Yuefeng Ji
2025	J	`jnl`	Time-frequency-spatial fragmentation aware service provisioning in multi-band elastic optical networks. Comput. Networks Zeguang Zou, Rentao Gu, Hongxiang Wang, Yejun Liu, Lin Bai
2025	B	`conf`	Transformer-Enhanced Multi-Agent Contextual Bandit for Coordinated Nonlinear Bandwidth Defragmentation in Multi-Band Optical Networks. GLOBECOM Jiaxin Liu, Rentao Gu, Mo Guang, Kaiwen Long, Yuefeng Ji
2024	J	`jnl`	DenseNet-Transformer: A deep learning method for spatial-temporal traffic prediction in optical fronthaul network. Comput. Networks Xin Qin, Wenwu Zhu, Qian Hu, Zexi Zhou, Yi Ding, Xia Gao, Rentao Gu
2024	—	`conf`	Fast Online Optimization of Multi-pump Raman Amplifiers for Field Deployment in Multi-band Optical Networks. OFC Xiaoxuan Gao, Rentao Gu, Yuejiao Liu, Linbai, Yuefeng Ji
2024	B	`conf`	Multi-stage Programmable Raman Amplifier-based Online Transmission Optimization for Multi-band Dynamic Optical Networks. GLOBECOM Sihan Liu, Rentao Gu, Xiaoxuan Gao, Yuefeng Ji
2024	—	`conf`	Opti-DeepRoute: A Topology-Adaptive Deep Reinforcement Learning Based Service Provisioning Framework for Elastic Optical Network. INFOCOM (Workshops) Zexi Zhou, Rentao Gu, Xiaoya Zhang, Yunxuan Li, Lin Bai, Yuefeng Ji
2023	J	`jnl`	A Carrying Method for 5G Network Slicing in Smart Grid Communication Services Based on Neural Network. Future Internet Yang Hu, Liangliang Gong, Xinyang Li, Hui Li, Ruoxin Zhang, Rentao Gu
2023	—	`conf`	Adaptive Resource Provisioning in Optical Network for Power Grid. IC-NIDC Hao Zhang, Zhenxiao Fu, Qiaoqiao Wang, Xiaoya Zhang, Huixuan Wang, Rentao Gu
2023	J	`jnl`	Approximately Lossless Model Compression-Based Multilayer Virtual Network Embedding for Edge-Cloud Collaborative Services. IEEE Internet Things J. Zeyuan Yang, Rentao Gu, Hui Li, Yuefeng Ji
2023	—	`conf`	Explainable Machine Learning-enabled Just-enough Margin Configurations in Dynamic S+C+L-band Optical Networks. OFC Zeyuan Yang, Rentao Gu, Yuefeng Ji
2023	—	`ed.`	IEEE Conference on Network Function Virtualization and Software Defined Networks, NFV-SDN 2023, Dresden, Germany, November 7-9, 2023 NFV-SDN Frank H. P. Fitzek, Larry J. Horner, Molka Gharbaoui, Giang T. Nguyen, Rentao Gu, Tobias Meuser
2023	—	`conf`	Multi-node Cooperative Recovery against IP node failure Enabled by Flexible Optical Network. OFC Yunxuan Li, Rentao Gu, Yuefeng Ji
2023	J	`jnl`	Probabilistic-Assured Resource Provisioning With Customizable Hybrid Isolation for Vertical Industrial Slicing. IEEE Trans. Netw. Serv. Manag. Qize Guo, Rentao Gu, Hao Yu, Tarik Taleb, Yuefeng Ji
2023	—	`conf`	Spectral Clustering Based Resource Allocation Strategy for Distributed Large-scale Network Emulation. HPCC/DSS/SmartCity/DependSys Jiyan Chen, Rentao Gu, Lin Bai
2023	J	`jnl`	Virtual Network Embedding Over Multi-Band Elastic Optical Network Based on Cross-Matching Mechanism and Hypergraph Theory. IEEE Trans. Netw. Serv. Manag. Zeyuan Yang, Rentao Gu, Yuefeng Ji
2023	—	`conf`	Welcome from the NFV-SDN 2023 Chairs. NFV-SDN Frank H. P. Fitzek, Larry J. Horner, Molka Gharbaoui, Giang T. Nguyen, Rentao Gu
2022	—	`conf`	INGR Artificial Intelligence and Machine Learning Roadmap - 2022 Edition. FNWF Deepak Kataria, Anwar Walid, Mahmoud Daneshmand, Ashutosh Dutta, Michael A. Enright, Rentao Gu, Alex Lackpour, Prakash Ramachandran, Honggang Wang, Chi-Ming Chen, Baw Chng, Frederica Darema
2022	—	`conf`	INGR Optics Roadmap - 2022 Edition. FNWF Dan Kilper, Thas A. Nirmalathas, Tom Hausken, Reza Vaez-Ghaemi, Hwanseok Chung, Prakash Ramchandran, Volker Jungnickel, Murat Yuksel, Surgey Ten, Rudra Dutta, Paolo Monti, Lena Wosinska, Peter A. Andrekson, Suresh Subramaniam, Ahsutosh Dutta, KRS Murthy, Zuqing Zhu, Brad Kloza, Matthew Borst, Haydar Çukurtepe, Rentao Gu
2022	C	`conf`	Teacher-guided Autonomous Learning Enabled by Artificial Intelligence Empowered Remote Experiment Platform. EDUCON Rentao Gu, Ziyi Xi, Boyang Lin, Yuefeng Ji
2021	J	`jnl`	A Method for Mining Granger Causality Relationship on Atmospheric Visibility. ACM Trans. Knowl. Discov. Data Bo Liu, Xi He, Mingdong Song, Jianqiang Li, Guangzhi Qu, Jianlei Lang, Rentao Gu
2021	J	`jnl`	A gastric cancer recognition algorithm on gastric pathological sections based on multistage attention-DenseNet. Concurr. Comput. Pract. Exp. Bo Liu, Yelong Zhao, Bin Yang, Shuangtao Zhao, Rentao Gu, Mark Gahegan
2021	—	`conf`	Computing-aware Proactive Network Reconfiguration for Optical Networks Interconnected Edge Computing System. OFC Zhekang Li, Rentao Gu, Linna Wang, Yuefeng Ji
2021	B	`conf`	Edge-cloud Collaborative Heterogeneous Task Scheduling in Multilayer Elastic Optical Networks. GLOBECOM Zeyuan Yang, Rentao Gu, Zuqing Zhu, Yuefeng Ji
2021	—	`conf`	Exploration of Simulation Teaching Mode for Intelligent Information Network Course. NaNA Yue He, Hui Li, Yiming Li, Qiang Wu, Yuefeng Ji, Rentao Gu, Shaobin Fan
2021	J	`jnl`	Hierarchical community discovery for multi-stage IP bearer network upgradation. J. Netw. Comput. Appl. Yuan Liu, Rentao Gu, Zeyuan Yang, Yuefeng Ji
2021	J	`jnl`	Learning-Based Cognitive Hitless Spectrum Defragmentation for Dynamic Provisioning in Elastic Optical Networks. IEEE Commun. Lett. Ruoxing Li, Rentao Gu, Weiqi Jin, Yuefeng Ji
2021	J	`jnl`	Reconfiguring multicast sessions in elastic optical networks adaptively with graph-aware deep reinforcement learning. JOCN Xiaojian Tian, Baojia Li, Rentao Gu, Zuqing Zhu
2021	C	`conf`	Virtual Network Function Placement Based on Differentiated Weight Graph Convolutional Neural Network and Maximal Weight Matching. ISCC Zeyuan Yang, Rentao Gu, Yuefeng Ji
2020	J	`jnl`	Artificial intelligence-driven autonomous optical networks: 3S architecture and key technologies. Sci. China Inf. Sci. Yuefeng Ji, Rentao Gu, Zeyuan Yang, Jin Li, Hui Li, Min Zhang
2020	J	`jnl`	Discovering multi-dimensional motifs from multi-dimensional time series for air pollution control. Concurr. Comput. Pract. Exp. Bo Liu, Huaipu Zhao, Yinxing Liu, Suyu Wang, Jianqiang Li, Yong Li, Jianlei Lang, Rentao Gu
2020	J	`jnl`	Energy and Transmission Efficiency Enhancement in Passive Optical Network Enabled Reconfigurable Fronthaul Supporting Smart Homes. Sensors Rentao Gu, Gang Wang, Zhekang Li, Yuefeng Ji
2020	—	`conf`	Flexible Optical Network Enabled Hybrid Recovery for Edge Network with Reinforcement Learning. OFC Meng Lian, Rentao Gu, Yongyao Qu, Zihao Wang, Yuefeng Ji
2020	—	`conf`	Flexible Optical Network Enabled Proactive Cross-Layer Restructuring for 5G/B5G Backhaul Network with Machine Learning Engine. OFC Rentao Gu, Yongyao Qu, Meng Lian, Hongbiao Li, Zihao Wang, Yinan Zhu, Qize Guo, Jianjun Yang, Dajiang Wang, Yuefeng Ji
2020	—	`conf`	Intra-Datacenter Bandwidth Resource Allocation for Bursty Large-Scale Traffic in Polled OLT. NaNA Guochun Li, Binbin Ye, Rentao Gu, Qize Guo, Zhiyun Gu
2020	J	`jnl`	Machine Learning for Intelligent Optical Networks: A Comprehensive Survey. CoRR Rentao Gu, Zeyuan Yang, Yuefeng Ji
2020	J	`jnl`	Machine learning for intelligent optical networks: A comprehensive survey. J. Netw. Comput. Appl. Rentao Gu, Zeyuan Yang, Yuefeng Ji
2020	J	`jnl`	Recovery Routing Based on Q-Learning for Satellite Network Faults. Complex. Rentao Gu, Jiawen Qin, Tao Dong, Jie Yin, Zhihui Liu
2019	J	`jnl`	A Sequence-to-Sequence Air Quality Predictor Based on the n-Step Recurrent Prediction. IEEE Access Bo Liu, Shuo Yan, Jianqiang Li, Guangzhi Qu, Yong Li, Jianlei Lang, Rentao Gu
2019	J	`jnl`	Efficient polling cycle adaptive passive optical network for low-latency 5G fronthaul. Opt. Switch. Netw. Shizong Zhang, Rentao Gu, Yuefeng Ji, Lin Bai, Zhuang Ma, Aimin Chen
2019	B	`conf`	Image Segmentation of Salt Deposits Using Deep Convolutional Neural Network. SMC Bo Liu, Haipeng Jing, Jianqiang Li, Yong Li, Guangzhi Qu, Rentao Gu
2019	—	`conf`	Order Aware Service Recovery Algorithm in Elastic Optical Network with Multiple Failures. NaNA Shu Li, Rentao Gu, Geng Zhang, Yanan Wang, Yang Wang, Yuefeng Ji
2019	—	`conf`	Proactive Dynamic Network Slicing with Deep Learning Based Short-Term Traffic Prediction for 5G Transport Network. OFC Qize Guo, Rentao Gu, Zihao Wang, Tianyi Zhao, Yuefeng Ji, Jian Kong, Riti Gour, Jason P. Jue
2019	J	`jnl`	Proactive Grooming With Delay Optimization in Sliceable Elastic Optical Network. IEEE Access Weiqi Jin, Rentao Gu, Yanxia Tan, Yuefeng Ji
2019	J	`jnl`	Reward Function Learning for Q-learning-Based Geographic Routing Protocol. IEEE Commun. Lett. Weiqi Jin, Rentao Gu, Yuefeng Ji
2019	J	`jnl`	SDN-Based End-to-End Fragment-Aware Routing for Elastic Data Flows in LEO Satellite-Terrestrial Network. IEEE Access Qize Guo, Rentao Gu, Tao Dong, Jie Yin, Zhihui Liu, Lin Bai, Yuefeng Ji
2018	—	`conf`	A Review of Dynamic Resource Allocation in Integrated Satellite and Terrestrial Networks. NaNA Yinghan Peng, Tao Dong, Rentao Gu, Qize Guo, Jie Yin, Zhihui Liu, Tingting Zhang, Yuefeng Ji
2018	J	`jnl`	Adaptability Analysis for IP Switching and Optical Switching in Geographically Distributed Inter-Datacenter Networks. IEEE Access Yanxia Tan, Rentao Gu, Yuefeng Ji, Dajiang Wang, Hongbiao Li
2018	—	`conf`	An Artificial Neural Network Based Attenuation Tomography in Free Space Optical Network. NaNA Zeyuan Yang, Rentao Gu, Tao Dong, Jie Yin, Shu Li, Zhihui Liu, Tingting Zhang, Yuefeng Ji
2018	C	`conf`	An Attention-Based Air Quality Forecasting Method. ICMLA Bo Liu, Shuo Yan, Jianqiang Li, Guangzhi Qu, Yong Li, Jianlei Lang, Rentao Gu
2018	B	`conf`	Comparison of Machine Learning Classifiers for Breast Cancer Diagnosis Based on Feature Selection. SMC Bo Liu, Xingrui Li, Jianqiang Li, Yong Li, Jianlei Lang, Rentao Gu, Fei Wang
2018	—	`conf`	Forecasting Road Surface Temperature in Beijing Based on Machine Learning Algorithms. ICCSE Bo Liu, Libin Shen, Huanling You, Yan Dong, Jianqiang Li, Yong Li, Jianlei Lang, Rentao Gu
2018	—	`conf`	Integrated Optical-Wireless Resource Slicing Management for 5G Service-based Architecture and Multi-level RAN. OFC Rentao Gu, Mingyu Cen, Luhan Wang, Qize Guo, Yuanjiong Diao, Han Li, Aimin Chen, Lin Bai, Yuefeng Ji
2018	—	`conf`	Multi-Dimensional Resource Scheduling for Cross-Layer Flexible Network Slicing in Fixed and 5G Mobile Network Sharing. ECOC Tianyi Zhao, Rentao Gu, Qize Guo, Yuanjiong Diao, Zihao Wang, Aimin Chen, Yuefeng Ji
2018	—	`conf`	Multi-tenant Hybrid Slicing with Cross-layer Heterogeneous Resource Coordination in 5G Transport Network. OFC Qize Guo, Rentao Gu, Mingyu Cen, Xueyu Kang, Tianyi Zhao, Lin Bai, Yuefeng Ji
2018	J	`jnl`	Network slicing and efficient ONU migration for reliable communications in converged vehicular and fixed access network. Veh. Commun. Rentao Gu, Shizong Zhang, Yuefeng Ji, Zidi Yan
2018	J	`jnl`	Road surface temperature prediction based on gradient extreme learning machine boosting. Comput. Ind. Bo Liu, Shuo Yan, Huanling You, Yan Dong, Yong Li, Jianlei Lang, Rentao Gu
2017	C	`conf`	An Ensembled RBF Extreme Learning Machine to Forecast Road Surface Temperature. ICMLA Bo Liu, Shuo Yan, Huanling You, Yan Dong, Jianqiang Li, Yong Li, Jianlei Lang, Rentao Gu
2017	—	`conf`	Efficient ONU Migration for Fixed and Mobile Convergence Network in High-Speed Rail Area. NaNA Rentao Gu, Shizong Zhang, Zidi Yan, Yuefeng Ji
2017	—	`conf`	Experimental Demonstration of "PON + Embedded-Hardware-Switch" for Low-Latency Communication in Dual-Stage 5G Fronthaul Network Architecture. ECOC Yunxiang Fu, Rentao Gu, Yuefeng Ji
2017	B	`conf`	Multi-dimensional motif discovery in air pollution data. SMC Bo Liu, Yinxing Liu, Jianqiang Li, Jianlei Lang, Rentao Gu
2016	—	`conf`	Asynchronous delivery oriented efficient resource allocation in TWDM-PON enabled fronthaul. OnlineGreenComm Gang Wang, Rentao Gu, Jiawei Zhang, Hui Li, Yuefeng Ji
2016	J	`jnl`	Dual-layer efficiency enhancement for future passive optical network. Sci. China Inf. Sci. Yuefeng Ji, Xiaoxiong Wang, Shizong Zhang, Rentao Gu, Tonglu Guo, Zhaozhi Ge
2016	J	`jnl`	Efficient resource allocation for passive optical fronthaul-based coordinated multipoint transmission. EURASIP J. Wirel. Commun. Netw. Gang Wang, Rentao Gu, Hui Li, Yuefeng Ji
2016	J	`jnl`	Efficient software-defined passive optical network with network coding. Photonic Netw. Commun. Rentao Gu, Shizong Zhang, Yuefeng Ji, Tonglu Guo, Xiaoxiong Wang
2016	C	`conf`	Managing Broadband Access Network with a SDN-Based System. PDCAT Junpeng Guo, Xiaohan Gao, Rentao Gu
2016	—	`conf`	RSA for the hybrid unicast and network coding based multicast services over the flexible optical networks. WOCC Xin Wang, Rentao Gu, Yuefeng Ji
2016	J	`jnl`	Resource Allocation Optimization for Time and Wavelength Division Multiplexing Passive Optical Network Enabled Mobile Fronthaul With Bitrate-Variable Compressed Common Public Radio Interface. JOCN Gang Wang, Rentao Gu, Yuefeng Ji
2016	—	`conf`	Unified Software-Defined Online Network Experiment Platform for Campus Education. NaNA Siyu Wang, Rentao Gu, Yuefeng Ji, Youqiang Hu, Qize Guo, Yanxia Tan, Chen Meng
2015	J	`jnl`	Baseband unit cloud interconnection enabled by flexible grid optical networks with software defined elasticity. IEEE Commun. Mag. Jiawei Zhang, Yuefeng Ji, Jie Zhang, Rentao Gu, Yongli Zhao, Siming Liu, Kun Xu, Mei Song, Han Li, Xinbo Wang
2015	J	`jnl`	Dynamic Virtual Network Embedding Over Multilayer Optical Networks. JOCN Jiawei Zhang, Yuefeng Ji, Mei Song, Hui Li, Rentao Gu, Yongli Zhao, Jie Zhang
2015	J	`jnl`	Physical-aware long reach PON planning. Telecommun. Syst. Rentao Gu, Xiaoxu Liu, Yuefeng Ji
2014	—	`conf`	Dynamic ONU grouping in flexible passive optical networks. ONDM Rentao Gu, Shizong Zhang, Hui Li, Yuefeng Ji
2014	J	`jnl`	Software defined flexible and efficient passive optical networks for intra-datacenter communications. Opt. Switch. Netw. Rentao Gu, Yuefeng Ji, Pei Wei, Shizong Zhang
2013	—	`conf`	A traffic-modeling approach to understanding the QoS correlations in network. ICCT Da Shen, Rentao Gu, Yuefeng Ji
2013	J	`jnl`	Sign Inference for Dynamic Signed Networks via Dictionary Learning. J. Appl. Math. Yi Cen, Rentao Gu, Yuefeng Ji
2012	—	`conf`	A nested genetic algorithm for topologyoptimization in LRPON. IC-NIDC Xiaoxu Liu, Rentao Gu, Yuefeng Ji
2012	J	`jnl`	Concentration of S-largest mutilated vectors with I Appl. Math. Comput. Yi Cen, Rentao Gu, Yuefeng Ji
2012	C	`conf`	Monocular Human Action Recognition Utilizing Silhouette Feature Extraction and Skin Color Detection. PDCAT Junjie Zhang, Rentao Gu, Qing Ye, Yuefeng Ji
2012	—	`conf`	Network traffic on-line classification using decision tree fast parallel processing strategy. IC-NIDC Yanhong Xu, Rentao Gu, Yuefeng Ji
2012	C	`conf`	Pedestrian Detection Directing at the Region of Interest in Videos. PDCAT Hongmei Li, Rentao Gu, Qing Ye, Yuefeng Ji
2010	J	`jnl`	Fast Traffic Classification Using Joint Distribution of Packet Size and Estimated Protocol Processing Time. IEICE Trans. Inf. Syst. Rentao Gu, Hongxiang Wang, Yongmei Sun, Yuefeng Ji
2008	—	`conf`	An Online Classification Approach Based on Universal Inter-arrival Time. SKG Minhuo Hong, Rentao Gu, Hongxiang Wang, Yuefeng Ji
2008	C	`conf`	Fast Traffic Classification in High Speed Networks. APNOMS Rentao Gu, Minhuo Hong, Hongxiang Wang, Yuefeng Ji
2008	B	`conf`	Optical or Electrical Interconnects: Quantitative Comparison from Parallel Computing Performance View. GLOBECOM Rentao Gu, Yaojun Qiao, Yuefeng Ji