Selected Publications
ML in Wireless Networks
[1] J. Huang, B. Wu, Q. Duan, L. Dong and S. Yu, “A Fast UAV Trajectory Planning Framework in RIS-assisted Communication Systems with Accelerated Learning via Multithreading and Federating,” IEEE Transactions on Mobile Computing, 2025, doi: 10.1109/TMC.2025.3544903.
[2] Q. Duan, J. Huang, S. Hu, R. Deng, Z. Lu, and S. Yu, “Combining Federated Learning and Edge Computing toward Ubiquitous Intelligence in 6G Network: Challenges, Recent Advances, and Future Directions,” IEEE Communications on Survey & Tutorial, vol. 25, no. 4, pp. 2892-2950, Fourthquarter 2023.
[3] J. Huang, C. Xing, S. Gu, and E. Baker, “Drop Maslow’s Hammer or Not: Machine Learning for Resource Management in D2D Communications,” ACM Applied Computing Review, vol. 22, no. 1, pp. 5-14, March 2022.
[4] B. Gu, M. Alazab, Z. Lin, X. Zhang, and J. Huang, “AI-enabled Task offloading for Improving Quality of Computational Experience in Ultra Dense Networks,’’ ACM Transactions on Internet Technology, vol. 22, no. 3, 17 pages, March 2022.
D2D and 5G Communications
[1] X. Xu, Q. Chen, H. Jiang and J. Huang, “Millimeter-Wave NR-U and WiGig Coexistence: Joint User Grouping, Beam Coordination, and Power Control,” IEEE Transactions on Wireless Communications, vol. 21, no. 4, pp. 2352-2367, April 2022.
[2] J. Huang, B. Yu, C. Xing, T. Cerny, and Z. Ning, “Online Energy Scheduling Policies in Energy Harvesting Enabled D2D Communications,’’ IEEE Transactions on Industrial Informatics, vol. 17, no. 8, pp. 5678-5687, Aug. 2021.
[3] J. Huang, C. Xing, and M. Guizani, “Power Allocation for D2D Communications With SWIPT,’’ IEEE Transactions on Wireless Communications, vol. 19, no. 4, pp. 2308-2320, Apr. 2020.
[4] J. Huang, Y. Zhou, Z. Ning, and H. Gharavi, “Wireless Power Transfer and Energy Harvesting: Current Status and Future Prospects,’’ IEEE Wireless Communications, vol. 26, no. 4, pp. 163-169, Aug. 2019.
[5] J. Huang, J. Zou, and C. Xing, “Energy-efficient Mode Selection for D2D Communications in Cellular Networks,’’ IEEE Transactions on Cognitive Communications and Networking, vol. 4, no. 4, pp. 869-882, Oct. 2018.
Internet of Vehicles and MEC
[1] Z. Ning, K. Zhang, X. Wang, L. Guo, X. Hu, J. Huang, B. Hu, and R. Y. K. Kwok, “Intelligent Edge Computing in Internet of Vehicles: A Joint Computation Offloading and Caching Solution,” IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 4, pp. 2212-2225, April 2021.
[2] J. Huang, M. Zhao, Y. Zhou, and C. Xing, “In-Vehicle Networking: Protocols, Challenges, and Solutions,’’ IEEE Network, vol. 33, no. 1, pp. 92-98, Jan./Feb. 2019.
[3] Z. Ning, P. Dong, X. Wang, L. Guo, J. Rodrigues, X. Kong, J. Huang, and R. Y. K. Kwok, “Deep Reinforcement Learning for Intelligent Internet of Vehicles: An Energy-Efficient Computational Offloading Scheme,” IEEE Transactions on Cognitive Communications and Networking, vol. 5, no. 4, pp. 1060-1072, Dec. 2019.
[4] Z. Ning, J. Huang, X. Wang, J. P. C. Rodrigues, and L. Guo, “Mobile Edge Computing-Enabled Internet of Vehicles: Toward Energy-Efficient Scheduling,’’ IEEE Network, vol. 33, no. 5, pp. 198-205, Sept.-Oct. 2019.
[5] F. Jameel, Z. Chang, J. Huang, and T. Ristaniemi, “Internet of Autonomous Vehicles: Architecture, Features, and Socio-Technological Challenges,’’ IEEE Wireless Communications, vol. 26, no. 4, pp. 21-29, Aug. 2019.
Internet of Things
[1] J. Huang, C. Xing, S. Y. Shin, F. Hou, and C. Hsu, “Optimizing M2M Communications and Quality of Services in the IoT for Sustainable Smart Cities,’’ IEEE Transactions on Sustainable Computing, vol. 3, no. 1, pp. 4-15, 1 Jan.-Mar. 2018.
[2] J. Huang, X. Li, W. Wang, K. Hua, and S. Guo, “DTD: A Novel Double-Track Approach to Clone Detection for RFID-Enabled Supply Chains,’’ IEEE Transactions on Emerging Topics in Computing, vol. 5, no. 1, pp. 134-140, Jan.-Mar. 2017.
[3] J. Huang, C. Xing, and C. Wang, “Simultaneous Wireless Information and Power Transfer: Technologies, Applications, and Research Challenges,’’ IEEE Communications Magazine, vol. 55, no. 11, pp.26-32, Nov. 2017.
[4] J. Huang, Q. Duan, Y. Zhao, Z. Zheng, and W. Wang, “Multicast Routing for Multimedia Communications in the Internet of Things,’’ IEEE Internet of Things Journal, vol. 4, no. 1, pp. 215-224, Feb. 2016.
[5] J. Huang, Y. Meng, X. Gong, Y. Liu, and Q. Duan, “A Novel Deployment Scheme for Green Internet of Things,’’ IEEE Internet of Things Journal, vol. 1, no. 2, pp. 196-205, Apr. 2014.
SDN and Cloud Computing
[1] J. Huang, Q. Duan, C. Xing, B. Gu, G. Wang, S. Zeadally, and E. Baker, “A Fine-Grained Video Traffic Control Mechanism in Software-Defined Networks,” IEEE Transactions on Network and Service Management, vol. 19, no. 3, pp. 3501-3515, Sept. 2022.
[2] J. Huang, Q. Duan, S. Guo, Y. Yan, and S. Yu, “Converged Network-Cloud Service Composition with End-to-End Performance Guarantee,’’ IEEE Transactions on Cloud Computing, vol. 6, no. 2, pp. 545-557, Apr.-June 2018.
[3] J. Huang, J. Zou, and C. Xing, “Competitions Among Service Providers in Cloud Computing: A New Economic Model,’’ IEEE Transactions on Network and Service Management, vol. 15, no. 2, pp. 866-877, June 2018.
[4] J. Huang, S. Li, and Q. Duan, “Constructing Multicast Routing Tree for Inter-Cloud Data Transmission: An Approximation Algorithmic Perspective,’’ IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 2, pp. 514-522, Mar. 2018.
[5] G. Wang, Y. Zhao, J. Huang, and W. Wang, “The Controller Placement Problem in Software Defined Networking: A Survey,’’ IEEE Network, vol. 31, no. 5, pp. 21-27, 2017.
QoS Routing and Shortest Path
[1] Q. Wang, H. Jiang, Y. Jiang, S. Yi, L. Li, C. Xing, and J. Huang, “On Searching Multiple Disjoint Shortest Paths in Scale-Free Networks with Hyperbolic Geometry,” IEEE Transactions on Network Science and Engineering, vol. 9, no. 4, pp. 2772-2785, July-Aug. 2022.
[2] J. Huang, Q. Duan, Q. Chen, Y. Sun, Y. Tanaka, and W. Wang, “Guaranteeing End-to-End Quality-of-Service with A Generic Routing Approach,’’ ACM Applied Computing Review, vol. 14, no. 2, pp. 8-22, June 2014.
[3] J. Huang, C. Xu, Q. Duan, Y. Ma, and G.-M. Muntean, “Novel End-to-End Quality of Service Provisioning Algorithms for Multimedia Services in Virtualization-based Future Internet,’’ IEEE Transactions on Broadcasting, vol. 58, no. 4, pp. 569-579, Dec. 2012.