(Selected students' publications)
1. Y. Chen, J. Ding, et.al., A Two-Stage Conditional Diffusion Model for Underwater Image Enhancement, Optics and Lasers in Engineering 201 (2026) 109720, https://doi.org/10.1016/j.optlaseng.2026.109720
2.J. Liu, J. Ding, et.al., DRL-based joint optimization of trajectory and resource scheduling in a multi-UAV-assisted MEC system, Physical Communication 78 (2026) 103259 https://doi.org/10.1016/j.phycom.2026.103259
3. X. Wei, J. Sun, J. Ding, et.al., Response time analysis of a big data system with stochastic Petri nets, The Journal of Supercomputing, (2026) 82:349 https://doi.org/10.1007/s11227-026-08507-4
4. Z. Wang, J. Ding, et.al., Deep reinforcement learning based priority-aware joint access and energy optimization in UAV-assisted NOMA IoT networks, Physical Communication 77 (2026) 103179, https://doi.org/10.1016/j.phycom.2026.103179
5. X. Wei, J. Ding, et.al., Joint Optimization of UAV Deployment and Resource Allocation for Energy Efficiency in NOMA-Enabled UAV Networks, Telecommunication Systems, 89,70 (2026). https://doi.org/10.1007/s11235-026-01450-y
6. B. Li, J. Ding, et.al., Joint optimization of resource and position for UAV secure two-Way relay systems using reinforcement learning, Physical Communication 75(2026) 103004, https://doi.org/10.1016/j.phycom.2026.103004
7. X. Zhao, Z. Wu, X. Wei, J. Ding, Energy-efficient uplink random access for mMTC using Multi-agent Q-learning and ACB-enhanced NOMA, Telecommunication Systems (2026) 89:18 https://doi.org/10.1007/s11235-025-01393-w
8.J. Liu, J. Ding, et.al, Joint Trajectory and Resources Allocation in a UAV-Assisted NOMA-MEC System Using Deep Reinforcement Learning,Wireless Personal Communications (2026), https://doi.org/10.1007/s11277-026-12196-w
9. Y. Zhang, Z. Wang, et.al., Priority-aware Q-learning for uplink random access in NOMA-based mMTC networks, Telecommunication Systmes (2026) 89:134, https://doi.org/10.1007/s11235-026-01514-z
10. Z. Wu, G. Jing, J. Ding, X. Zhao, SCMA-Q-learning with Overload Control for Random Access in LEO satellite mMTC Networks, Physical Communication 69 (2025) 102584, https://doi.org/10.1016/j.phycom.2024.102584
(Selected publications from 2021)
1. J. Ding, et.al., Asymptotic critical ridii in wireless Ad Hoc networks over a convex region, IEEE Transactions on Networking, 2026, (doi: 10.1109/TON.2025.3592168)
2. J. Ding, et.al., Stability analysis of a conservative reaction-diffusion system with rate controls, Applied Mathematics Letters, Volume 163, April 2025, 109457, https://doi.org/10.1016/j.aml.2025.109457
3. J. Ding, et.al., Asymptotic behaviour of a conservative reaction-diffusion system associated with a Markov process algebra model, Journal of Mathematical Analysis and Applications, Vol 538, No. 1, Oct. 2024 (doi:10.1016/j.jmaa.2024.128357)
4. J.Yang, L. Zhao, J. Ding, Z. Ding, Performance Analysis of Short-Packet NOMA Systems assisted by IRS with Failed Elements, IEEE Transactions on Vehicular Technology, Vol 73, No. 4, 5959-5964, April 2024 (doi:10.1109/TVT.2023.3330582)
5. S. Liu, S. Ma, H. Chen, L. Cui, J. Ding, Combining KNN with AutoEncoder for Outlier detection, Journal of Computer Scdience and Technology, 2023 (doi: 10.1007/s11390-023-2403-y)
6. P. He, X. Xu*, X. Chang, J. Ding*, S.Chen, "Multi-manifold discriminant local spline embedding", Pattern Recognition 129 (2022) 108714
7. J. Ding*, et al., “Response time analysis of a manufacturing supply chain with performance evaluation process algebra”, Computers & Industrial Engineering, 167 (2022) 108043,2022
8. X. Chen, J. Ding*, et al,, “A Decentralized Trust Management System for Intelligent Transportation Environments”, IEEE Transactions on Intelligent Transportation Systems, Vol 23, No.1, Jan. 2022 (高被引)
9. J. Ding, et al, “Hierarchical structure of a green supply chain”, Computers & Industrial Engineering 157 (2021) 107303, July 2021
10. X. Chen*, J. Ding, et al, “An Efficient Formal Modeling Framework for Hybrid Cloud-fog Systems”, IEEE Transactions on Network Science and Engineering, Vol.8, NO.1, JANUARY-MARCH 2021
(Submissions or preprints)
1. J. Ding, et al., MobiPEPA: A Mobile Markovian Process Algebra for Provable Safety in Spatially-Aware AI, submitted to IEEE TSE, 2026.
2. H. Chen, S. Ma, J. Ding, Finding relaxed temporal network motifs, submitted to IEEE TKDD, 2026
3. B. Li, J. Ding. et al, Dynamic jamming optimization for RSMA-UAV heterogeneous multi-agent against mobile eavesdroppers, submitted to IEEE TMC, 2026
4. J. Ding, et al., Asymptotic Critical Radii in Random Geometric Graphs over higher-Dimensional regions, 2025, [2507.11879] Asymptotic Critical Radii in Random Geometric Graphs over Higher-dimensional Regions
5. J. Ding, et al., Asymptotic Critical Radii in Random Geometric Graphs over 3-Dimensional Convex regions, Preprints, Feb 5, 2022. (https://arxiv.org/pdf/2202.02509.pdf)
6. Ding, Jie and Gao, Shang and Ling, Zhi*, Asymptotic Behaviour of the Fluid Approximated System Derived from a Bio-PEPA Model, Preprints, March 2022. Available at SSRN: https://ssrn.com/abstract=4060905 or http://dx.doi.org/10.2139/ssrn.4060905