M. Wu, G. Cheng, D. Ye, J. Kang, R. Yu, Y. Wu, and M. Pan, "Federated Split Learning with Data and Label Privacy Preservation in Vehicular Networks", accepted by IEEE Transactions on Vehicular Technology

X. Tang, X. Li, R. Yu, Y. Wu, J. Ye, F. Tang, and Q. Cheng, " Digital TwinAssisted Task Assignment in Multi-UAVSystems: A Deep Reinforcement Learning", accepted by IEEE Internet of Things Journal.

M. Wu, G. Cheng, P. Li, Y. Wu, and R. Yu, "Split Learning with Differential Privacy for Integrated Terrestrial and Non-Terrestrial Networks", accepted by IEEE Wireless Communications Magazine.

P. Li, G. Cheng, X. Huang, J. Kang, R. Yu, Y. Wu, M. Pan, and D. Niyato, "Snowball: Energy Efficient and Accurate Federated Learning with Coarse-to-Fine Compression over Heterogeneous Wireless Edge Devices", accepted by  IEEE Transactions on Wireless Communications.

P. Li, Y. Zhong, C. Zhang, Y. Wu, and R. Yu, "FedRelay: Federated Relay Learning for 6G Mobile Edge Intelligence", accepted by IEEE Transactions on Vehicular Technology.

X. Wang, Z. Huang, S. Zheng, R. Yu, M. Pan, "The Unpredictability of Digital Twin for Connected Vehicles", accepted by China Communications.

D. Shi, Liang Li, M. Wu, M. Shu, R. Yu, M. Pan and Z. Han, "To Talk or to Work: Dynamic Batch Sizes Assisted Time Efficient Federated Learning over Future Mobile Edge Devices", IEEE Transactions on Wireless Communications, July. 2022

Z. Li, W. Su, M. Xu, R. Yu, D. Niyato, S. Xie, "Compact Learning Model for Dynamic Off-Chain Routing in Blockchain-Based IoT", IEEE Journal on Selected Areas in Communications , Oct. 2022.

X. Huang, Y. Zhong, Y. Wu, P. Li, R. Yu, "Privacy-Preserving Incentive Mechanism for Platoon Assisted Vehicular Edge Computing with Deep Reinforcement Learning", China Communications, vol. 19, no. 7, pp. 294-309, July. 2022.

W. Zhong, X. Huang, Y. Wu, R. Yu, J. Kang, "Decentralized Energy Management for Wireless Power Transfer Assisted Platoon Autonomous Driving: A Leader-to-Follower Approach", IEEE Transactions on Green Communications and Networking, April. 2022.

D. Ye, X. Huang, Y. Wu, R. Yu, "Incentivizing Semi-Supervised Vehicular Federated Learning: A Multi-Dimensional Contract Approach with Bounded Rationality", IEEE Internet of Things Journal, vol. 9, no. 19, pp. 18573-18588, Oct. 2022.

S. Long, W. Wen, Z. Li, K. Li, R. Yu, J. Zhu, "A Global Cost-aware Container Scheduling Method in Cloud Data Centers", IEEE Transactions on Parallel and Distributed Systems, vol. 33, no. 11, pp. 2752-2766, Nov. 2022.

M. Wu, D. Ye, C. Zhang, R. Yu, "Spears and Shields: Attacking and Defending Deep Model Co-Inference in Vehicular Crowdsensing Networks", EURASIP Journal on Advances in Signal Processing, Nov. 2021.

M. Wu, X. Huang, B. Tan, R. Yu, "Hybrid Sensor Network with Edge Computing for AI Applications of Connected Vehicles", Journal of Internet Technology, vol.21, no.5, pp. 1503-1516, 2020.

M. Hao, D. Ye, S. Wang, B. Tan and R. Yu, "URLLC resource slicing and scheduling for trustworthy 6G vehicular services: A federated reinforcement learning approach", Physical Communication, vol.49, pp.101470, 2021.

X. Huang, P. Li, R. Yu, et al, "FedParking: A Federated Learning based Parking Space Estimation with Parked Vehicle assisted Edge Computing", IEEE Transactions on Vehicular Technology, vol. 70, no. 9, pp. 9355-9368, Sept. 2021.

K. Liu, F. Ke, X. Huang, R. Yu, et al, "DeepBAN: A Temporal Convolution-based Communication Framework for Dynamic WBANs", IEEE Transactions on Communications, vol. 69, no. 10, pp. 6675-6690, Oct. 2021.

X. Huang, R. Yu, D. Ye, et al., "Efficient Workload Allocation and User-centric Utility Maximization for Task Scheduling in Collaborative Vehicular Edge Computing", IEEE Transactions on Vehicular Technology, vol. 70, no. 4, pp. 3773-3787, April 2021.

M. Wu, D. Ye, J. Ding, Y. Guo, R. Yu and M. Pan, "Incentivizing Differentially Private Federated Learning: A Multi-Dimensional Contract Approach", IEEE Internet of Things Journal, vol. 8, no. 13, pp. 10639-10651, July, 2021.

R. Yu and P. Li, "Toward Resource-Efficient Federated Learning in Mobile Edge Computing", IEEE Network, vol. 35, no. 1, pp. 148-155, March/April 2021.

S. Wang, D. Ye, X. Huang, R. Yu, Y. Wang, Y. Zhang, "Consortium Blockchain for Secure Resource Sharing in Vehicular Edge Computing: A Contract-based Approach", IEEE Transactions on Network Science and Engineering, vol. 8, no. 2, pp. 1189-1201, April-June 2021.

X. Huang, R. Yu, S. Xie, and Y. Zhang, "Task-Container Matching Game for Computation Offloading in Vehicular Edge Computing and Networks", IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 10, pp. 6242-6255, Oct. 2021.

C. Li, S. Wang, X. Li, F. Zhao and R. Yu, "Distributed Perception and Model Inference with Intelligent Connected Vehicles in Smart Cities, Ad Hoc Networks (2020)", Ad Hoc Networks, vol.103, no. 1570-8705, June 2020.

X. Huang, D. Ye, R. Yu and L. Shu, "Securing Parked Vehicle Assisted Fog Computing with Blockchain and Optimal Smart Contract Design", IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 2, pp. 426-441, March 2020.

Y. Wang, X. Zhang, H. Zhang, R. Yu and L. Shu, "Fast Switching With VM Migration in 5G Cloud Radio Access Networks", IEEE Systems Journal, vol. 14, no. 1, pp. 477-488, March 2020.

X. Li, Z. Xie, J. Ye, X. Tang, C. Li, F. Tang and R. Yu, "An Aggregate Flow Based Scheduler in Multi-task Cooperated UAVs Network", Chinese Journal of Aeronautics, vol. 33, no. 11, pp. 2989-2998, November 2020.

D. Ye, R. Yu, M. Pan, and Z. Han, "Federated Learning in Vehicular Edge Computing: A Selective Model Aggregation Approach", IEEE Access, vol. 8, pp. 23920-23935, January 2020.

J. Zhang, X. Huang and R. Yu, "Optimal Task Assignment with Delay Constraint for Parked Vehicle Assisted Edge Computing: A Stackelberg Game Approach", IEEE Communications Letters, vol. 24, no. 3, pp. 598-602, March 2020.

X. Huang, F. Ke, R. Yu, Y. Liu and Y. Wu, "Preemptive and Non Preemptive Switching Protocols for 5G Wireless Dynamic Network Architecture", IEEE Transactions on Vehicular Technology, vol. 68, no. 12, pp. 12256-12270, Dec. 2019.

X. Huang, P. Li and R. Yu, "Social Welfare Maximization in Container-Based Task Scheduling for Parked Vehicle Edge Computing", IEEE Communications Letters, vol. 23, no. 8, pp. 1347-1351, Aug. 2019.

C. Li, S. Wang, X. Huang, X. Li, R. Yu, and F. Zhao, "Parked Vehicular Computing for Energy-Efficient Internet of Vehicles: A Contract Theoretic Approach", IEEE Internet of Things Journal, vol. 6, no. 4, pp. 6079-6088, Aug. 2019.

J. Kang, R. Yu, X. Huang, M. Wu, S. Maharjan, X. Xie, Y. Zhang, "Blockchain for Secure and Efficient Data Sharing in Vehicular Edge Computing and Networks", IEEE Internet of Things Journal, vol. 6, no. 3, pp. 4660-4670, June 2019.

X. Li, X. Huang, C. Li, R. Yu and L. Shu, "EdgeCare: Leveraging Edge Computing for Collaborative Data Management in Mobile Healthcare Systems", IEEE Access, vol. 7, pp. 22011-22025, February 2019.

Q. Zou, H. Zhang, C. Wen, S. Jin and R. Yu, "Concise Derivation for Generalized Approximate Message Passing Using Expectation Propagation", IEEE Signal Processing Letters,, vol. 25, no. 12, pp. 1835-1839, Dec. 2018.

X. Huang, R. Yu, J. Liu and L. Shu, "Parked Vehicle Edge Computing: Exploiting Opportunistic Resources for Distributed Mobile Applications", IEEE Access, vol. 6, pp. 66649-66663, November 2018.

S. M. Errapotu, H. Li, R. Yu, S. Ren, Q. Pei, M. Pan, Z. Han, "Clock Auction Inspired Privacy Preserving Emergency Demand Response in Colocation Data Centers", IEEE Transactions on Dependable and Secure Computing, vol. 17, no. 4, pp. 691-702, July-Aug. 2020.

X. Huang, R. Yu, M. Pan and L. Shu, "Secure Roadside Unit Hotspot Against Eavesdropping Based Traffic Analysis in Edge Computing Based Internet of Vehicles", IEEE Access, vol. 6, pp. 62371-62383, September 2018.

J. Kang, R. Yu, X. Huang and Y. Zhang, "Privacy-Preserved Pseudonym Scheme for Fog Computing Supported Internet of Vehicles", IEEE Transactions on Intelligent Transportation Systems,, vol. 19, no. 8, pp. 2627-2637, Aug. 2018.

Z. Li, J. Kang, R. Yu, D. Ye, Q. Deng and Y. Zhang, "Consortium Blockchain for Secure Energy Trading in Industrial Internet of Things", IEEE Transactions on Industrial Informatics, vol. 14, no. 8, pp. 3690-3700, Aug. 2018.

X. Huang, R. Yu, J. Kang, Z. Xia and Y. Zhang, "Software Defined Networking for Energy Harvesting Internet of Things", IEEE Internet of Things Journal, vol. 5, no. 3, pp. 1389-1399, June 2018.

R. Yu, J. Ding, S. Maharjan, Stein Gjessing, Y. Zhang, and Dannny H.K. Tsang, "Decentralized and Optimal Resource Cooperation in Geo-distributed Mobile Cloud Computing", IEEE Transactions on Emerging Topics in Computing, vol. 6, no. 1, pp. 72-84, Jan.-March 2018.

J. Kang, R. Yu, X. Huang, S. Maharjan, Y. Zhang and E. Hossain, "Enabling Localized Peer-to-Peer Electricity Trading Among Plug-in Hybrid Electric Vehicles Using Consortium Blockchains", IEEE Transactions on Industrial Informatics, vol. 24, no. 6, pp. 55-63, Dec. 2017.

X. Huang, R. Yu, J. Kang and Y. Zhang, "Distributed Reputation Management for Secure and Efficient Vehicular Edge Computing and Networks", IEEE Access, vol. 5, pp. 25408-25420, November 2017.

X. Huang, R. Yu, et al, "Software Defined Energy Harvesting Networking for 5G Green Communications",  IEEE Wireless Communications, vol. 24, no. 4, pp. 38-45, Aug. 2017.

Y. Han, H. Zhang, S. Jin, X. Li, R. Yu, Y. Zhang, "Investigation of Transmission Schemes for Millimeter-Wave Massive MU-MIMO Systems", IEEE Systems Journal, vol. 11, no. 1, pp. 72-83, March 2017.

R. Yu, J. Ding, X. Huang, M. Zhou, Y. Zhang, and S. Gjessing, "Optimal Resource Sharing in 5G-enabled Vehicular Networks: a Matrix Game Approach", IEEE Transactions on Vehicular Technology, vol. 65, no. 10, pp. 7844-7856, Oct. 2016.

J. Kang, R. Yu, X. Huang, M. Jonsson, H. Bogucka, S. Gjessing, and Y. Zhang, "Location Privacy Attack and Defense in Cloud-Enabled Internet of Vehicles", IEEE Wireless Communications Magazine., vol. 23, no. 5, pp. 52-59, October 2016.

X. Huang, R. Yu, J. Kang, N. Wang, S. Maharjan, Y. Zhang, "Software Defined Networking with Pseudonym Systems for Secure Vehicular Clouds", IEEE Access, vol. 4, pp. 3522-3534, April 2016.

Y. Liu, R. Yu, M. Pan, Y. Zhang, S. Xie, "SD-MAC: Spectrum Database-Driven MAC Protocol for Cognitive Machine-to-Machine Networks", IEEE Transactions on Vehicular Technology, vol. 66, no. 2, pp. 1456-1467, Feb. 2017.

C. Yang, W. Lou, Y. Fu, S. Xie, and R. Yu, "On Throughput Maximization in Multi-Channel Cognitive Radio Networks via Generalized Access Strategy", IEEE Transactions on Communications., vol. 64, no. 4, pp. 1384-1398, April 2016.

S. Xie, W. Zhong, K. Xie, R. Yu, Y. Zhang, "Fair Energy Scheduling for Vehicle-to-Grid Networks using Adaptive Dynamic Programming", IEEE Transactions on Neural Networks and Learning Systems., vol. 27, no. 8, pp. 1697-1707, Aug. 2016.

R. Yu, W. Zhong, S. Xie, C. Yuen, S. Gjessing, Y. Zhang, "Balancing Power Demand through EV Mobility in Vehicle-to-Grid Mobile Energy Networks", IEEE Transactions on Industrial Informatics, vol. 12, no. 1, pp. 79-90, Feb. 2016.

R. Yu, W. Zhong, S. Xie, Y. Zhang, Y. Zhang, "QoS Differential Scheduling in Cognitive Radio Based Smart Grid Networks: An Adaptive Dynamic Programming Approach", IEEE Transactions on Neural Networks and Learning Systems, vol. 27, no. 2, pp. 435-443, Feb. 2016.

Y. Liu, C. Yuen, R. Yu, Y. Zhang, S. Xie, "Queuing-Based Energy Consumption Management for Heterogeneous Residential Demands in Smart Grid", IEEE Transaction on Smart Grid, vol. 7, no. 3, pp. 1650-1659, May 2016.

R. Yu, J. Kang,X. Huang, S. Xie, Y. Zhang, and Stein Gjessing, "MixGroup: Accumulative Pseudonym Exchanging for Location Privacy Enhancement in Vehicular Social Networks", IEEE Transactions on Dependable and Secure Computing, vol. 13, no. 1, pp. 93-105, Jan./Feb. 2016.

R. Yu, X. Huang, J. Kang, J. Ding, Sabita Maharjan, Stein Gjessing, Y. Zhang, "Cooperative Resource Management in Cloud-enabled Vehicular Networks", IEEE Transactions on Industrial Electronics, vol. 62, no. 12, pp. 7938-7951, Dec. 2015.

J. Ding, R. Yu, Y. Zhang, Stein Gjessing, Danny H.K. Tsang, "Service Providers Competition and Cooperation in Cloud-based Software Defined Wireless Networks", IEEE Communications Magazine, vol. 53, no. 11, pp. 134-140, Nov. 2015.

J. Kang, R. Yu, Y. Zhang, X. Huang, S. Xie, Hanna Bogucka, Stein Gjessing, "Toward Secure Energy Harvesting Cooperative Networks", IEEE Communications Magazine, vol. 53, no. 8, pp. 114-121, Aug. 2015.

R. Yu, Y. Zhang, Y. Liu, Stein Gjessing, Mohsen Guizani, "Securing Cognitive Radio Networks against Primary User Emulation Attacks", IEEE Network Magazine, vol. 29, no. 4, pp. 68-74, Jul./Aug. 2015.

Y. Liu, Y. Zhang, R. Yu, S. Xie, "Integrated Energy and Spectrum Harvesting for 5G Wireless Communications", IEEE Network Magazine, vol. 29, no. 3, pp. 75-81, May-June 2015.

Y. Liu, C. Yuen, N. Ul Hassan, S. Huang, R. Yu, S. Xie, "Electricity Cost Minimization for a Microgrid With Distributed Energy Resource Under Different Information Availability", IEEE Transactions on Industrial Electronics, vol. 62, no. 4, pp. 2571-2583, April 2015.

Y. Liu, Z. Yang, R. Yu, Y. Xiang, S. Xie, "An Efficient MAC Protocol with Adaptive Energy Harvesting for Machine-to-Machine Networks", IEEE Access, vol. 3, pp. 358-367, Apr. 2015.

R. Yu, J. Ding, W. Zhong, Y. Liu, S. Xie, "PHEV Charging and Discharging Cooperation in V2G Networks: A Coalition Game Approach", IEEE Internet of Things Journal, vol. 1, no. 6, pp. 578-589, Dec. 2014.

X. Zhang, R. Yu, Y. Zhang, W. Wang, Mohsen Guizani, "Energy-Efficient Multimedia Transmissions through Base Station Cooperation over Heterogeneous Cellular Networks (HCN) Exploiting User Behavior", IEEE Network Magazine, vol. 21, no. 4, pp. 54-61, Aug. 2014.

Q. Guo, R. Yu, Y. Zhang, "Last-Mile Communication Solutions for China Southern Power Grid", IEEE COMSOC MMTC E-Letter, Vol. 9, No. 4, pp. 29-33, July 2014.

Y. Zhang, R. Yu, Stein Gjessing, "Machine-to-Machine (M2M) Communications for Smart Grid", IEEE COMSOC MMTC E-Letter, Vol. 9, No. 4, pp. 12-16, July 2014.

J. Yang, S. Xie, X. Zhou, R. Yu, Y. Zhang, "A Semiblind Two-Way Training Method for Discriminatory Channel Estimation in MIMO Systems", IEEE Transactions on Communications, vol. 62, no. 7, pp. 2400-2410, July 2014.

R. Yu, C. Zhang, X. Zhang, L. Zhou, K. Yang, "Hybrid Spectrum Access in Cognitive Radio Based Smart Grid Communications Networks", IEEE Systems Journal, vol. 8, no. 2, pp. 577-587, June 2014.

X. Zhang, Y. Zhang, R. Yu, W. Wang, Guizani M, "Enhancing spectral-energy efficiency for LTE-advanced heterogeneous networks: a users social pattern perspective", IEEE Wireless Communications, vol. 21, no. 2, pp. 10-17, April 2014.

Y. Liu, S. Xie, R. Yu, Y. Zhang, C. Yuen, "An Efficient MAC Protocol with Selective Grouping and Cooperative Sensing in Cognitive Radio Networks", IEEE Transactions on Vehicular Technology, vol.62, no.8, pp.3928-3941, Oct. 2013.

R. Yu, Y. Zhang, Stein Gjessing, W. Xia, K. Yang, "Toward Cloud-based Vehicular Networks with Efficient Resource Management", IEEE Network Magazine, vol. 27, no. 5, pp. 48-55, Sep/Oct. 2013.

H. Lai, Y. Pan, Y. Tang, R. Yu, "FSMRank: A Feature Selection Algorithm for Learning-to-Rank", IEEE Transactions on Neural Networks and Learning Systems, vol.24, no.6, pp.940-952, June 2013.

C. Yang, Y. Fu, Y. Zhang, S. Xie, R. Yu, "Energy-Efficient Hybrid Spectrum Access Scheme in Cognitive Vehicular Ad hoc Networks", IEEE Communications Letters, vol.17, no.2, pp.329-332, February 2013.

Y. Zhang, R. Yu, M. Nekovee, Y. Liu, S. Xie, S. Gjessing, "Cognitive Machine-to-Machine Communications: Visions and Potentials for the Smart Grid", IEEE Network Magazine, vol.26, no.3, pp.6-13, May/June 2012.

R. Yu, Y. Zhang, Y. Liu, S. Xie, L. Song, Mohsen Guizani, "Secondary Users Cooperation in Cognitive Radio Networks: Balancing Sensing Accuracy and Efficiency", IEEE Wireless Communications Magazine, vol.19, no.2, pp.2-9, Apr. 2012.

R. Yu, Y. Zhang, Stein Gjessing, Y. Chau, S. Xie, Mohsen Guizani, "Cognitive Radio based Hierarchical Communication Architecture for Smart Grid", IEEE Network Magazine, vol.25, no.5, pp.6-14, Sept./Oct. 2011. (WUN CogCom Best Paper Award)

Y. Zhang, R. Yu, S. Xie, W. Yao, Y. Xiao, M. Guizani , "Home M2M networks: Architecture, Standards and QoS improvements", IEEE Communications Magazine, vol.49, no.4, pp.44-52, Apr. 2011.

S. Xie, Y. Liu, Y. Zhang, R. Yu, "A Parallel Cooperative Spectrum Sensing in Cognitive Radio Networks", IEEE Transactions on Vehicular Technology, vol.59, no. 8, pp.4079 – 4092, Oct. 2010.