Distance-adaptive routing and spectrum assignment in OFDM-based flexible transparent optical networks. - Jijun Zhao; Qiuyan Yao; Xin Liu; Wei Li; Martin Maier 001 (Photonic Netw. Commun., 2014)

Spectrum Optimization for Resource Reservation Based on Transductive Transfer Learning in Space Division Multiplexing Elastic Optical Networks. - Qiuyan Yao; Hui Yang 006; Baoguo Yu; Ao Yu; Wei Bai; Jie Zhang 006 (ECOC, 2018)

Bandwidth Compression Protection Against Collapse in Fog-Based Wireless and Optical Networks. - Hui Yang 006; Wei Bai; Ao Yu; Qiuyan Yao; Jie Zhang 006; Yi Lin 003; Young Lee 001 (IEEE Access, 2018)

Core, Mode, and Spectrum Assignment Based on Machine Learning in Space Division Multiplexing Elastic Optical Networks. - Qiuyan Yao; Hui Yang 006; Ruijie Zhu 001; Ao Yu; Wei Bai; Yuanlong Tan; Jie Zhang 006; Hongyun Xiao (IEEE Access, 2018)

Reconfigured Strategy of Network Slices based on Representation Learning in Flex-Grid Optical Networks. - Jingwen Nan; Hui Yang 006; Ao Yu; Qiuyan Yao; Jie Zhang 006; Xinxin Yang (BMSB, 2019)

Hopfield Neural Network-based Fault Location in Wireless and Optical Networks for Smart City IoT. - Bohui Wang; Hui Yang 006; Qiuyan Yao; Ao Yu; Tao Hong 004; Jie Zhang 006; Michel Kadoch; Mohamed Cheriet (IWCMC, 2019)

Blockchain-Based Efficient Recovery for Secure Distributed Control in Software Defined Optical Networks. - Yongshen Liang; Hui Yang 006; Qiuyan Yao; Shaoyong Guo; Ao Yu; Jie Zhang 006 (OFC, 2019)

Scheduling with Flow Prediction Based on Time and Frequency 2D Classification for Hybrid Electrical/Optical Intra-Datacenter Networks. - Ao Yu; Hui Yang 006; Qiuyan Yao; Yajie Li 001; Huifeng Guo; Tao Peng; Haibin Li; Jie Zhang 006 (OFC, 2019)

Service Provisioning based on Association Rules Mining between Crosstalk and Fragmentization in Multi-core Elastic Optical Networks. - Qiuyan Yao; Hui Yang 006; Ao Yu; Jie Zhang 006; Yuefeng Ji (OECC/PSC, 2019)

Accurate Fault Location Using Deep Belief Network for Optical Fronthaul Networks in 5G and Beyond. - Ao Yu; Hui Yang 006; Qiuyan Yao; Yajie Li 001; Huifeng Guo; Tao Peng; Haibin Li; Jie Zhang 006 (IEEE Access, 2019)

Long-Term Traffic Scheduling Based on Stacked Bidirectional Recurrent Neural Networks in Inter-Datacenter Optical Networks. - Ao Yu; Jie Zhang 006; Hui Yang 006; Ting Xu; Baoguo Yu; Qiuyan Yao; Yajie Li 001; Tao Peng; Huifeng Guo; Jun Li 059 (IEEE Access, 2019)

Efficient Hybrid Multi-Faults Location Based on Hopfield Neural Network in 5G Coexisting Radio and Optical Wireless Networks. - Hui Yang 006; Bohui Wang; Qiuyan Yao; Ao Yu; Jie Zhang 006 (IEEE Trans. Cogn. Commun. Netw., 2019)

Resource Assignment Based on Dynamic Fuzzy Clustering in Elastic Optical Networks With Multi-Core Fibers. - Hui Yang 006; Qiuyan Yao; Ao Yu; Young Lee 001; Jie Zhang 006 (IEEE Trans. Commun., 2019)

Method for Analyzing Service Risk of Optical Transport Network based on Index System. - Xueting Li; Hui Yang 006; Qiuyan Yao; Bowen Bao; Jun Li 059; Jie Zhang 006 (BMSB, 2020)

Deep Reinforcement Learning-based Power and Caching Joint Optimal Allocation over Mobile Edge Computing. - Xueting Li; Hui Yang 006; Qiuyan Yao; Bowen Bao; Jun Li 059; Jie Zhang 006 (BMSB, 2020)

Representation Learning-based Slice Resource Reconfiguring Scheme in Multimedia Networks. - Hui Yang 006; Jingwen Nan; Qiuyan Yao; Bowen Bao; Yong Jiang; Huifeng Guo (BMSB, 2020)

Traffic Scheduling based on Spiking Neural Network in Hybrid E/O Switching Intra-Datacenter Networks. - Ao Yu; Hui Yang 006; Qiuyan Yao; Kaixuan Zhan; Bowen Bao; Zhengjie Sun; Jie Zhang 006 (ICC, 2020)

Resource Regulation Strategy Based on Resource Allocation Benefitstate Transition in 5G Fronthaul. - Yiqian Liu; Hui Yang 006; Ao Yu; Qiuyan Yao; Bowen Bao; Jie Zhang 006 (IWCMC, 2020)

Capsule Networks-based Traffic Prediction for Resources Deployment in B5G Fronthaul Network. - Zhen Xu; Hui Yang 006; Ao Yu; Qiuyan Yao; Bowen Bao; Jie Zhang 006 (IWCMC, 2020)

Routing and Resource Allocation Leveraging Self-organizing Feature Maps in Multi-core Optical Networks Against 5G and Beyond. - Qiuyan Yao; Hui Yang 006; Boyuan Yan; Bowen Bao; Ao Yu; Jie Zhang 006 (IWCMC, 2020)

Deep Reinforcement Learning based Time Synchronization Routing Optimization for C-RoFN in beyond 5G. - Ao Yu; Baoguo Yu; Hui Yang 006; Qiuyan Yao; Jie Zhang 006; Mohamed Cheriet (IWCMC, 2020)

Demonstration of Blockchain-based IoT Devices Anonymous Access Network Using Zero-knowledge Proof. - Jiaqi Yuan; Hui Yang 006; Shuai Dong; Qiuyan Yao; Libin Jiao; Jie Zhang 006 (IWCMC, 2020)

Blockchain-based Bonus-penalty Access Control Strategy for IoT Service in Cloud Radio Over Fiber Network. - Jiaqi Yuan; Hui Yang 006; Yongshen Liang; Qiuyan Yao; Libin Jiao; Jie Zhang 006 (IWCMC, 2020)

Intent Defined Optical Network: Toward Artificial Intelligence-Based Optical Network Automation. - Kaixuan Zhan; Hui Yang 006; Qiuyan Yao; Xudong Zhao 006; Ao Yu; Jie Zhang 006; Young Lee 001 (OFC, 2020)

3D Fragmentation Metric and RCSA Scheme for Space Division Multiplexing Elastic Optical Networks. - Juan Zhang; Bowen Bao; Qiuyan Yao; Danping Ren; Jinhua Hu; Jijun Zhao (IEEE Access, 2020)

Intent defined optical network with artificial intelligence-based automated operation and maintenance. - Hui Yang 006; Kaixuan Zhan; Qiuyan Yao; Xudong Zhao 006; Jie Zhang 006; Young Lee 001 (Sci. China Inf. Sci., 2020)

Blockchain-Based Hierarchical Trust Networking for JointCloud. - Hui Yang 006; Jiaqi Yuan; Haipeng Yao; Qiuyan Yao; Ao Yu; Jie Zhang 006 (IEEE Internet Things J., 2020)

Distributed Blockchain-Based Trusted Multidomain Collaboration for Mobile Edge Computing in 5G and Beyond. - Hui Yang 006; Yongshen Liang; Jiaqi Yuan; Qiuyan Yao; Ao Yu; Jie Zhang 006 (IEEE Trans. Ind. Informatics, 2020)

Node-Oriented Traffic Prediction and Scheduling Based on Graph Convolutional Network in Metro Optical Networks. - Bowen Bao; Hui Yang 006; Yu Wan; Qiuyan Yao; Ao Yu; Jie Zhang 006; Bijoy Chand Chatterjee; Eiji Oki (OFC, 2021)

Resource Allocation Scheme Based on Complete Planning Process for Immediate and Advance Reservation in SDM-EONs. - Juan Zhang; Bowen Bao; Qiuyan Yao; Danping Ren; Jinhua Hu; Jijun Zhao (IEEE Access, 2021)

A 3-CS Distributed Federated Transfer Learning Framework for Intelligent Edge Optical Networks. - Hui Yang 006; Qiuyan Yao; Bowen Bao; Chao Li 061; Danshi Wang; Jie Zhang 006; Mohamed Cheriet (Frontiers Commun. Networks, 2021)

Automatic guarantee scheme for intent-driven network slicing and reconfiguration. - Hui Yang 006; Kaixuan Zhan; Bowen Bao; Qiuyan Yao; Jie Zhang 006; Mohamed Cheriet (J. Netw. Comput. Appl., 2021)

Data-Driven Network Slicing From Core to RAN for 5G Broadcasting Services. - Hui Yang 006; Ao Yu; Jie Zhang 006; Jingwen Nan; Bowen Bao; Qiuyan Yao; Mohamed Cheriet (IEEE Trans. Broadcast., 2021)

Core and Spectrum Allocation Based on Association Rules Mining in Spectrally and Spatially Elastic Optical Networks. - Qiuyan Yao; Hui Yang 006; Bowen Bao; Ao Yu; Jie Zhang 006; Mohamed Cheriet (IEEE Trans. Commun., 2021)

Anomaly Detection Based on Dual-threaded Blockchain in Large-scale Intelligent Networks. - Wei Liu; Yuefeng Shen; Hui Yang 006; Bowen Bao; Qiuyan Yao; Lvda Wang (IWCMC, 2022)

Conflict-Driven Intention Negotiation Based on Reinforcement Learning in Intent Defined Optical Networks. - Yun Teng; Yuefeng Shen; Hui Yang 006; Bowen Bao; Qiuyan Yao; Lvda Wang (OECC/PSC, 2022)

Cloud-Edge Collaboration in Industrial Internet of Things: A Joint Offloading Scheme Based on Resource Prediction. - Zhengjie Sun; Hui Yang 006; Chao Li 061; Qiuyan Yao; Danshi Wang; Jie Zhang 006; Athanasios V. Vasilakos (IEEE Internet Things J., 2022)

Blockchain-Enabled Tripartite Anonymous Identification Trusted Service Provisioning in Industrial IoT. - Hui Yang 006; Bowen Bao; Chao Li 061; Qiuyan Yao; Ao Yu; Jie Zhang 006; Yuefeng Ji (IEEE Internet Things J., 2022)

BrainIoT: Brain-Like Productive Services Provisioning With Federated Learning in Industrial IoT. - Hui Yang 006; Jiaqi Yuan; Chao Li 061; Guanliang Zhao; Zhengjie Sun; Qiuyan Yao; Bowen Bao; Athanasios V. Vasilakos; Jie Zhang 006 (IEEE Internet Things J., 2022)

Accurate Fault Location using Deep Neural Evolution Network in Cloud Data Center Interconnection. - Hui Yang 006; Xudong Zhao 006; Qiuyan Yao; Ao Yu; Jie Zhang 006; Yuefeng Ji (IEEE Trans. Cloud Comput., 2022)

SDFA: A Service-Driven Fragmentation-Aware Resource Allocation in Elastic Optical Networks. - Bowen Bao; Hui Yang 006; Qiuyan Yao; Ao Yu; Bijoy Chand Chatterjee; Eiji Oki; Jie Zhang 006 (IEEE Trans. Netw. Serv. Manag., 2022)

Multi-Associated Parameters Aggregation-Based Routing and Resources Allocation in Multi-Core Elastic Optical Networks. - Hui Yang 006; Qiuyan Yao; Bowen Bao; Ao Yu; Jie Zhang 006; Athanasios V. Vasilakos (IEEE/ACM Trans. Netw., 2022)

An Efficient and Verifiable Polynomial Cross-chain Outsourcing Calculation Scheme for IoT. - Cui Zhang; Hui Yang 006; Jun Li 059; Yunhua He; Jie Zhang 006; Qiuyan Yao; Chao Li 061 (COMPSAC, 2023)

High-Precision Deterministic Networks-based Federated Learning Scheme in Metro Optical Network. - Chao Li 061; Hui Yang 006; Wei Liu; Bowen Bao; Qiuyan Yao; Jie Zhang 006 (IWCMC, 2023)

Attribute-based Blockchain Dynamic Failure Traceability in Multi-vendor Disaggregated Optical Networks. - Wei Liu; Hui Yang 006; Chao Li 061; Jun Li 059; Qiuyan Yao; Jie Zhang 006 (IWCMC, 2023)

Resource Allocation With Edge-Cloud Collaborative Traffic Prediction in Integrated Radio and Optical Networks. - Bowen Bao; Hui Yang 006; Qiuyan Yao; Lin Guan; Jie Zhang 006; Mohamed Cheriet (IEEE Access, 2023)

High-Precision Cluster Federated Learning for Smart Home: An Edge-Cloud Collaboration Approach. - Chao Li 061; Hui Yang 006; Zhengjie Sun; Qiuyan Yao; Jie Zhang 006; Ao Yu; Athanasios V. Vasilakos; Sheng Liu; Yunbo Li (IEEE Access, 2023)

Federated Hierarchical Trust-Based Interaction Scheme for Cross-Domain Industrial IoT. - Chao Li 061; Hui Yang 006; Zhengjie Sun; Qiuyan Yao; Bowen Bao; Jie Zhang 006; Athanasios V. Vasilakos (IEEE Internet Things J., 2023)

High-Efficient Resource Allocation Based on Deep Q-Network Enhanced Federated Learning in Slicing Packet Network for 5G ToB Service. - Shengye Gong; Hui Yang 006; Tiankuo Yu; Qiuyan Yao; Wenxin Liu; Jie Zhang 006 (ICAIT, 2024)

Flexible FSO/RF Aerial Topology Reconstruction for High Network Throughput in Dynamic Atmosphere Condition. - Zhe Niu; Hui Yang 006; Qiuyan Yao; Bingda Wu; Sentian Yin; Jie Zhang 006 (ICC Workshops, 2024)

Efficient O-type mapping and routing of large-scale neural networks to torus-based ONoCs. - Qiuyan Yao; Daqing Meng; Hui Yang 006; Nan Feng; Jie Zhang 006 (J. Opt. Commun. Netw., 2024)

Multi-Visual-GRU-Based Survivable Computing Power Scheduling in Metro Optical Networks. - Tiankuo Yu; Hui Yang 006; Qiuyan Yao; Ao Yu; Yang Zhao 004; Sheng Liu; Yunbo Li; Jie Zhang 006; Mohamed Cheriet (IEEE Trans. Netw. Serv. Manag., 2024)

Bias-Compensation Augmentation Learning for Semantic Segmentation in UAV Networks. - Tiankuo Yu; Hui Yang 006; Jiali Nie; Qiuyan Yao; Wenxin Liu; Jie Zhang 006; Mohamed Cheriet (IEEE Internet Things J., 2024)

Co-Route Fiber Recognition and Status Diagnosis Based on Integrated Sensing and Communication in 6G Transport Networks. - Zhiwei Wang; Hui Yang 006; Yunbo Li; Qiuyan Yao; Tiankuo Yu; Chen Zhang; Wenxin Liu; Wenbo Lin; Jie Zhang 006; Yucong Liu; Mohamed Cheriet (IEEE Internet Things J., 2024)

Node-Oriented Slice Reconfiguration Based on Spatial and Temporal Traffic Prediction in Metro Optical Networks. - Bowen Bao; Hui Yang 006; Qiuyan Yao; Jie Zhang 006; Bijoy Chand Chatterjee; Eiji Oki (IEEE Trans. Netw. Serv. Manag., 2024)

Federated cross-chain trust training for distributed smart grid in Web 3.0. - Cui Zhang; Hui Yang 006; Chen Zhang; Jie Zhang 006; Qiuyan Yao; Zhiwei Wang; Athanasios V. Vasilakos (Appl. Soft Comput., 2025)

Reliable Low-Latency Routing for VLEO Satellite Optical Network: A Multiagent Reinforcement Learning Approach. - Zhe Niu; Hui Yang 006; Qiuyan Yao; Bingda Wu; Sentian Yin; Shikui Shen; Buzheng Wei; Jie Zhang 006; Athanasios V. Vasilakos (IEEE Internet Things J., 2025)

Multigranularity Interleaved Reconfigurable Edge Data Center Network Architecture for Accelerated GAI Jobs. - Yun Teng; Hui Yang 006; Qiuyan Yao; Wenlong Cheng; Miao Hao; Jie Zhang 006 (IEEE Internet Things J., 2025)

PAINet: An Integrated Passive and Active Intent Network for Digital Twins in Automatic Driving. - Hui Yang 006; Tiankuo Yu; Wenxin Liu; Qiuyan Yao; Daqing Meng; Athanasios V. Vasilakos; Mohamed Cheriet (IEEE Commun. Mag., 2025)

HAP Networking Enables Highly Reliable Space-Air-Ground Optical Interconnect: An Integrated Network Perspective. - Zhe Niu; Hui Yang 006; Qiuyan Yao; Sentian Yin; Shikui Shen; Buzheng Wei; Jie Zhang 006; Athanasios V. Vasilakos (IEEE Netw., 2025)