Fast Traffic Classification in High Speed Networks. - Rentao Gu; Minhuo Hong; Hongxiang Wang; Yuefeng Ji (APNOMS, 2008)

Optical or Electrical Interconnects: Quantitative Comparison from Parallel Computing Performance View. - Rentao Gu; Yaojun Qiao; Yuefeng Ji (GLOBECOM, 2008)

An Online Classification Approach Based on Universal Inter-arrival Time. - Minhuo Hong; Rentao Gu; Hongxiang Wang; Yuefeng Ji (SKG, 2008)

Fast Traffic Classification Using Joint Distribution of Packet Size and Estimated Protocol Processing Time. - Rentao Gu; Hongxiang Wang; Yongmei Sun; Yuefeng Ji (IEICE Trans. Inf. Syst., 2010)

A nested genetic algorithm for topologyoptimization in LRPON. - Xiaoxu Liu; Rentao Gu; Yuefeng Ji (IC-NIDC, 2012)

Network traffic on-line classification using decision tree fast parallel processing strategy. - Yanhong Xu; Rentao Gu; Yuefeng Ji (IC-NIDC, 2012)

Pedestrian Detection Directing at the Region of Interest in Videos. - Hongmei Li; Rentao Gu; Qing Ye; Yuefeng Ji (PDCAT, 2012)

Monocular Human Action Recognition Utilizing Silhouette Feature Extraction and Skin Color Detection. - Junjie Zhang; Rentao Gu; Qing Ye; Yuefeng Ji (PDCAT, 2012)

Concentration of S-largest mutilated vectors with Ip-quasinorm for 0<p≤1 and its applications. - Yi Cen; Rentao Gu; Yuefeng Ji (Appl. Math. Comput., 2012)

A traffic-modeling approach to understanding the QoS correlations in network. - Da Shen; Rentao Gu; Yuefeng Ji (ICCT, 2013)

Sign Inference for Dynamic Signed Networks via Dictionary Learning. - Yi Cen; Rentao Gu; Yuefeng Ji (J. Appl. Math., 2013)

Dynamic ONU grouping in flexible passive optical networks. - Rentao Gu; Shizong Zhang; Hui Li 033; Yuefeng Ji (ONDM, 2014)

Software defined flexible and efficient passive optical networks for intra-datacenter communications. - Rentao Gu; Yuefeng Ji; Pei Wei; Shizong Zhang (Opt. Switch. Netw., 2014)

Baseband unit cloud interconnection enabled by flexible grid optical networks with software defined elasticity. - Jiawei Zhang 004; Yuefeng Ji; Jie Zhang 006; Rentao Gu; Yongli Zhao; Siming Liu; Kun Xu; Mei Song; Han Li 008; Xinbo Wang (IEEE Commun. Mag., 2015)

Dynamic Virtual Network Embedding Over Multilayer Optical Networks. - Jiawei Zhang 004; Yuefeng Ji; Mei Song; Hui Li 033; Rentao Gu; Yongli Zhao; Jie Zhang 006 (JOCN, 2015)

Physical-aware long reach PON planning. - Rentao Gu; Xiaoxu Liu; Yuefeng Ji (Telecommun. Syst., 2015)

Unified Software-Defined Online Network Experiment Platform for Campus Education. - Siyu Wang; Rentao Gu; Yuefeng Ji; Youqiang Hu; Qize Guo; Yanxia Tan; Chen Meng (NaNA, 2016)

Asynchronous delivery oriented efficient resource allocation in TWDM-PON enabled fronthaul. - Gang Wang; Rentao Gu; Jiawei Zhang 004; Hui Li 033; Yuefeng Ji (OnlineGreenComm, 2016)

Managing Broadband Access Network with a SDN-Based System. - Junpeng Guo; Xiaohan Gao; Rentao Gu (PDCAT, 2016)

RSA for the hybrid unicast and network coding based multicast services over the flexible optical networks. - Xin Wang 080; Rentao Gu; Yuefeng Ji (WOCC, 2016)

Dual-layer efficiency enhancement for future passive optical network. - Yuefeng Ji; Xiaoxiong Wang; Shizong Zhang; Rentao Gu; Tonglu Guo; Zhaozhi Ge (Sci. China Inf. Sci., 2016)

Efficient resource allocation for passive optical fronthaul-based coordinated multipoint transmission. - Gang Wang; Rentao Gu; Hui Li 033; Yuefeng Ji (EURASIP J. Wirel. Commun. Netw., 2016)

Resource Allocation Optimization for Time and Wavelength Division Multiplexing Passive Optical Network Enabled Mobile Fronthaul With Bitrate-Variable Compressed Common Public Radio Interface. - Gang Wang; Rentao Gu; Yuefeng Ji (JOCN, 2016)

Efficient software-defined passive optical network with network coding. - Rentao Gu; Shizong Zhang; Yuefeng Ji; Tonglu Guo; Xiaoxiong Wang (Photonic Netw. Commun., 2016)

Experimental Demonstration of "PON + Embedded-Hardware-Switch" for Low-Latency Communication in Dual-Stage 5G Fronthaul Network Architecture. - Yunxiang Fu; Rentao Gu; Yuefeng Ji (ECOC, 2017)

An Ensembled RBF Extreme Learning Machine to Forecast Road Surface Temperature. - Bo Liu 024; Shuo Yan; Huanling You; Yan Dong; Jianqiang Li 002; Yong Li 037; Jianlei Lang; Rentao Gu (ICMLA, 2017)

Efficient ONU Migration for Fixed and Mobile Convergence Network in High-Speed Rail Area. - Rentao Gu; Shizong Zhang; Zidi Yan; Yuefeng Ji (NaNA, 2017)

Multi-dimensional motif discovery in air pollution data. - Bo Liu 024; Yinxing Liu; Jianqiang Li 002; Jianlei Lang; Rentao Gu (SMC, 2017)

Multi-Dimensional Resource Scheduling for Cross-Layer Flexible Network Slicing in Fixed and 5G Mobile Network Sharing. - Tianyi Zhao; Rentao Gu; Qize Guo; Yuanjiong Diao; Zihao Wang; Aimin Chen; Yuefeng Ji (ECOC, 2018)

Forecasting Road Surface Temperature in Beijing Based on Machine Learning Algorithms. - Bo Liu 024; Libin Shen; Huanling You; Yan Dong; Jianqiang Li 002; Yong Li 037; Jianlei Lang; Rentao Gu (ICCSE, 2018)

An Attention-Based Air Quality Forecasting Method. - Bo Liu 024; Shuo Yan; Jianqiang Li 002; Guangzhi Qu; Yong Li 037; Jianlei Lang; Rentao Gu (ICMLA, 2018)

A Review of Dynamic Resource Allocation in Integrated Satellite and Terrestrial Networks. - Yinghan Peng; Tao Dong 002; Rentao Gu; Qize Guo; Jie Yin; Zhihui Liu 001; Tingting Zhang; Yuefeng Ji (NaNA, 2018)

An Artificial Neural Network Based Attenuation Tomography in Free Space Optical Network. - Zeyuan Yang 001; Rentao Gu; Tao Dong 002; Jie Yin; Shu Li; Zhihui Liu 001; Tingting Zhang; Yuefeng Ji (NaNA, 2018)

Integrated Optical-Wireless Resource Slicing Management for 5G Service-based Architecture and Multi-level RAN. - Rentao Gu; Mingyu Cen; Luhan Wang; Qize Guo; Yuanjiong Diao; Han Li 008; Aimin Chen; Lin Bai 005; Yuefeng Ji (OFC, 2018)

Multi-tenant Hybrid Slicing with Cross-layer Heterogeneous Resource Coordination in 5G Transport Network. - Qize Guo; Rentao Gu; Mingyu Cen; Xueyu Kang; Tianyi Zhao; Lin Bai 005; Yuefeng Ji (OFC, 2018)

Comparison of Machine Learning Classifiers for Breast Cancer Diagnosis Based on Feature Selection. - Bo Liu 024; Xingrui Li; Jianqiang Li 002; Yong Li 037; Jianlei Lang; Rentao Gu; Fei Wang 001 (SMC, 2018)

Adaptability Analysis for IP Switching and Optical Switching in Geographically Distributed Inter-Datacenter Networks. - Yanxia Tan; Rentao Gu; Yuefeng Ji; Dajiang Wang; Hongbiao Li (IEEE Access, 2018)

Road surface temperature prediction based on gradient extreme learning machine boosting. - Bo Liu 024; Shuo Yan; Huanling You; Yan Dong; Yong Li 037; Jianlei Lang; Rentao Gu (Comput. Ind., 2018)

Network slicing and efficient ONU migration for reliable communications in converged vehicular and fixed access network. - Rentao Gu; Shizong Zhang; Yuefeng Ji; Zidi Yan (Veh. Commun., 2018)

Order Aware Service Recovery Algorithm in Elastic Optical Network with Multiple Failures. - Shu Li; Rentao Gu; Geng Zhang; Yanan Wang; Yang Wang; Yuefeng Ji (NaNA, 2019)

Proactive Dynamic Network Slicing with Deep Learning Based Short-Term Traffic Prediction for 5G Transport Network. - Qize Guo; Rentao Gu; Zihao Wang; Tianyi Zhao; Yuefeng Ji; Jian Kong; Riti Gour; Jason P. Jue (OFC, 2019)

Image Segmentation of Salt Deposits Using Deep Convolutional Neural Network. - Bo Liu 024; Haipeng Jing; Jianqiang Li 002; Yong Li 037; Guangzhi Qu; Rentao Gu (SMC, 2019)

SDN-Based End-to-End Fragment-Aware Routing for Elastic Data Flows in LEO Satellite-Terrestrial Network. - Qize Guo; Rentao Gu; Tao Dong 002; Jie Yin; Zhihui Liu 001; Lin Bai 005; Yuefeng Ji (IEEE Access, 2019)

Proactive Grooming With Delay Optimization in Sliceable Elastic Optical Network. - Weiqi Jin; Rentao Gu; Yanxia Tan; Yuefeng Ji (IEEE Access, 2019)

A Sequence-to-Sequence Air Quality Predictor Based on the n-Step Recurrent Prediction. - Bo Liu 024; Shuo Yan; Jianqiang Li 002; Guangzhi Qu; Yong Li 037; Jianlei Lang; Rentao Gu (IEEE Access, 2019)

Reward Function Learning for Q-learning-Based Geographic Routing Protocol. - Weiqi Jin; Rentao Gu; Yuefeng Ji (IEEE Commun. Lett., 2019)

Efficient polling cycle adaptive passive optical network for low-latency 5G fronthaul. - Shizong Zhang; Rentao Gu; Yuefeng Ji; Lin Bai 005; Zhuang Ma; Aimin Chen (Opt. Switch. Netw., 2019)

Intra-Datacenter Bandwidth Resource Allocation for Bursty Large-Scale Traffic in Polled OLT. - Guochun Li; Binbin Ye; Rentao Gu; Qize Guo; Zhiyun Gu (NaNA, 2020)

Flexible Optical Network Enabled Proactive Cross-Layer Restructuring for 5G/B5G Backhaul Network with Machine Learning Engine. - Rentao Gu; Yongyao Qu; Meng Lian; Hongbiao Li; Zihao Wang; Yinan Zhu; Qize Guo; Jianjun Yang; Dajiang Wang; Yuefeng Ji (OFC, 2020)

Flexible Optical Network Enabled Hybrid Recovery for Edge Network with Reinforcement Learning. - Meng Lian; Rentao Gu; Yongyao Qu; Zihao Wang; Yuefeng Ji (OFC, 2020)

Artificial intelligence-driven autonomous optical networks: 3S architecture and key technologies. - Yuefeng Ji; Rentao Gu; Zeyuan Yang 001; Jin Li; Hui Li 033; Min Zhang 016 (Sci. China Inf. Sci., 2020)

Recovery Routing Based on Q-Learning for Satellite Network Faults. - Rentao Gu; Jiawen Qin; Tao Dong 002; Jie Yin; Zhihui Liu 001 (Complex., 2020)

Discovering multi-dimensional motifs from multi-dimensional time series for air pollution control. - Bo Liu 024; Huaipu Zhao; Yinxing Liu; Suyu Wang; Jianqiang Li 002; Yong Li 037; Jianlei Lang; Rentao Gu (Concurr. Comput. Pract. Exp., 2020)

Machine learning for intelligent optical networks: A comprehensive survey. - Rentao Gu; Zeyuan Yang 001; Yuefeng Ji (J. Netw. Comput. Appl., 2020)

Energy and Transmission Efficiency Enhancement in Passive Optical Network Enabled Reconfigurable Fronthaul Supporting Smart Homes. - Rentao Gu; Gang Wang; Zhekang Li; Yuefeng Ji (Sensors, 2020)

Edge-cloud Collaborative Heterogeneous Task Scheduling in Multilayer Elastic Optical Networks. - Zeyuan Yang 001; Rentao Gu; Zuqing Zhu; Yuefeng Ji (GLOBECOM, 2021)

Virtual Network Function Placement Based on Differentiated Weight Graph Convolutional Neural Network and Maximal Weight Matching. - Zeyuan Yang 001; Rentao Gu; Yuefeng Ji (ISCC, 2021)

Exploration of Simulation Teaching Mode for Intelligent Information Network Course. - Yue He; Hui Li 033; Yiming Li; Qiang Wu; Yuefeng Ji; Rentao Gu; Shaobin Fan (NaNA, 2021)

Computing-aware Proactive Network Reconfiguration for Optical Networks Interconnected Edge Computing System. - Zhekang Li; Rentao Gu; Linna Wang; Yuefeng Ji (OFC, 2021)

A gastric cancer recognition algorithm on gastric pathological sections based on multistage attention-DenseNet. - Bo Liu 024; Yelong Zhao; Bin Yang 037; Shuangtao Zhao; Rentao Gu; Mark Gahegan (Concurr. Comput. Pract. Exp., 2021)

Learning-Based Cognitive Hitless Spectrum Defragmentation for Dynamic Provisioning in Elastic Optical Networks. - Ruoxing Li; Rentao Gu; Weiqi Jin; Yuefeng Ji (IEEE Commun. Lett., 2021)

Hierarchical community discovery for multi-stage IP bearer network upgradation. - Yuan Liu; Rentao Gu; Zeyuan Yang 001; Yuefeng Ji (J. Netw. Comput. Appl., 2021)

Reconfiguring multicast sessions in elastic optical networks adaptively with graph-aware deep reinforcement learning. - Xiaojian Tian; Baojia Li; Rentao Gu; Zuqing Zhu (JOCN, 2021)

A Method for Mining Granger Causality Relationship on Atmospheric Visibility. - Bo Liu 024; Xi He; Mingdong Song; Jianqiang Li 002; Guangzhi Qu; Jianlei Lang; Rentao Gu (ACM Trans. Knowl. Discov. Data, 2021)

INGR Artificial Intelligence and Machine Learning Roadmap - 2022 Edition. - Deepak Kataria; Anwar Walid; Mahmoud Daneshmand; Ashutosh Dutta; Michael A. Enright; Rentao Gu; Alex Lackpour; Prakash Ramachandran; Honggang Wang 001; Chi-Ming Chen; Baw Chng; Frederica Darema (FNWF, 2022)

INGR Optics Roadmap - 2022 Edition. - Dan Kilper; Thas A. Nirmalathas; Tom Hausken; Reza Vaez-Ghaemi; HwanSeok Chung; Prakash Ramchandran; Volker Jungnickel; Murat Yuksel; Surgey Ten; Rudra Dutta; Paolo Monti 001; Lena Wosinska; et al. (FNWF, 2022)

Teacher-guided Autonomous Learning Enabled by Artificial Intelligence Empowered Remote Experiment Platform. - Rentao Gu; Ziyi Xi; Boyang Lin; Yuefeng Ji (EDUCON, 2022)

Spectral Clustering Based Resource Allocation Strategy for Distributed Large-scale Network Emulation. - Jiyan Chen; Rentao Gu; Lin Bai 005 (HPCC/DSS/SmartCity/DependSys, 2023)

Adaptive Resource Provisioning in Optical Network for Power Grid. - Hao Zhang; Zhenxiao Fu; Qiaoqiao Wang; Xiaoya Zhang; Huixuan Wang; Rentao Gu (IC-NIDC, 2023)

Welcome from the NFV-SDN 2023 Chairs. - Frank H. P. Fitzek; Larry J. Horner; Molka Gharbaoui; Giang T. Nguyen 002; Rentao Gu (NFV-SDN, 2023)

Multi-node Cooperative Recovery against IP node failure Enabled by Flexible Optical Network. - Yunxuan Li; Rentao Gu; Yuefeng Ji (OFC, 2023)

Explainable Machine Learning-enabled Just-enough Margin Configurations in Dynamic S+C+L-band Optical Networks. - Zeyuan Yang 001; Rentao Gu; Yuefeng Ji (OFC, 2023)

Probabilistic-Assured Resource Provisioning With Customizable Hybrid Isolation for Vertical Industrial Slicing. - Qize Guo; Rentao Gu; Hao Yu 013; Tarik Taleb; Yuefeng Ji (IEEE Trans. Netw. Serv. Manag., 2023)

A Carrying Method for 5G Network Slicing in Smart Grid Communication Services Based on Neural Network. - Yang Hu; Liangliang Gong; Xinyang Li; Hui Li 033; Ruoxin Zhang; Rentao Gu (Future Internet, 2023)

Approximately Lossless Model Compression-Based Multilayer Virtual Network Embedding for Edge-Cloud Collaborative Services. - Zeyuan Yang 001; Rentao Gu; Hui Li 033; Yuefeng Ji (IEEE Internet Things J., 2023)

Virtual Network Embedding Over Multi-Band Elastic Optical Network Based on Cross-Matching Mechanism and Hypergraph Theory. - Zeyuan Yang 001; Rentao Gu; Yuefeng Ji (IEEE Trans. Netw. Serv. Manag., 2023)

Multi-stage Programmable Raman Amplifier-based Online Transmission Optimization for Multi-band Dynamic Optical Networks. - Sihan Liu; Rentao Gu; Xiaoxuan Gao; Yuefeng Ji (GLOBECOM, 2024)

Opti-DeepRoute: A Topology-Adaptive Deep Reinforcement Learning Based Service Provisioning Framework for Elastic Optical Network. - Zexi Zhou; Rentao Gu; Xiaoya Zhang; Yunxuan Li; Lin Bai 005; Yuefeng Ji (INFOCOM (Workshops), 2024)

Fast Online Optimization of Multi-pump Raman Amplifiers for Field Deployment in Multi-band Optical Networks. - Xiaoxuan Gao; Rentao Gu; Yuejiao Liu; Linbai; Yuefeng Ji (OFC, 2024)

DenseNet-Transformer: A deep learning method for spatial-temporal traffic prediction in optical fronthaul network. - Xin Qin; Wenwu Zhu 008; Qian Hu; Zexi Zhou; Yi Ding; Xia Gao; Rentao Gu (Comput. Networks, 2024)

GSNR-aware Transmission Optimization in Dynamic Programmable Raman Amplifier-enabled Multi-band Optical Systems. - Xinyi Liu; Rentao Gu; Xiaoxuan Gao; Junshi Gao; Yingchun Wang; Zheng He; Yuefeng Ji (OFC, 2025)

Hybrid Quantum-Classical Computing Mechanism for Dynamic QoT-Aware Resource Allocation in Multi-Band Flexible Optical Network. - Miao Zhu; Rentao Gu; Jiangshan Dong; Lin Bai 005; Hui Li 033; Yuefeng Ji (OFC, 2025)

Time-frequency-spatial fragmentation aware service provisioning in multi-band elastic optical networks. - Zeguang Zou; Rentao Gu; Hongxiang Wang; Yejun Liu; Lin Bai 005 (Comput. Networks, 2025)