[1] - 南昌大学-数学与计算机学院-计算机科学与技术系，副教授，硕士生导师

国家自然科学基金项目：混合量子经典计算架构下的量子生成对抗网络研究，结题

1. Wenyu Yang, Heng Li, Yunkun Wang, Yunqian Wang, Dual-Channel Attention-Autoencoder for Tabular-Graph Fusion: Tackling Heterogeneous Data in AI for Science, Expert Systems With Applications, 2026. JCR Q1 & 中科院一区TOP
   

2. Junhua Xiao, Ao Ma, Yunkun Wang, Yunqian Wang, A Multimodal Fusion Framework for NF/RO Performance: Leveraging Molecular Graphs for Superior Predictive Modeling and Mechanistic Explanations, ACS ES&T Engineering, 2026

3. Jianbin Hu, Ao Ma, Junhua Xiao, Yunkun Wang, Yunqian Wang, Multimodal Machine Learning for Intelligent MOF Design: Adsorption Mechanism Analysis and Visual Prediction, ACS ES&T Water, 2026
   

4. Zhiqiang Guo, Jianbin Hu, Wenyu Yang and Yunqian Wang, Optimizing quantum federated learning: addressing non-I I D data challenges with global data sharing in weighted model averaging and clustering-based parameter selection, Phys. Scr. 100 125106 (2025).
   

5. Wenyu Yang, Bozhi Yang, and Yunqian Wang. An in-depth exploration of predictive analytics in academic performance: a comprehensive framework utilizing large-scale feature-derived bidirectional long short-term memory neural networks. Education and Information Technologies (2025).

6. Junhua Xiao, Heng Li, Jianbin Hu, Yunkun Wang, Yunqian Wang. Optimizing nanofiltration for PFOS removal: A gradient boosting convolutional model approach, Journal of Environmental Chemical Engineering, Volume 13, Issue 4 (2025). 

7. Jianbin Hu, Junhua Xiao, Wenyu Yang, Yunkun Wang, Yunqian Wang. Quantum-Enhanced Gradient Boosting Neural Networks for Optimizing PFOS Removal with Nanofiltration Membranes, Desalination and Water Treatment Volume 323, 101266 (2025) .

8. Tuo, Jiayi, Minmin Zha, Heng Li, Daosen Xie, Yunkun Wang, Guo-Ping Sheng, and Yunqian Wang. "Predictive modeling and insight into protein fouling in microfiltration and ultrafiltration through one-dimensional convolutional models." Separation and Purification Technology (2025): 128237.(SCI一区TOP)

9. Li, Heng, Bin Zeng, Jiayi Tuo, Yunkun Wang, Guo-Ping Sheng, and Yunqian Wang. "Development of an improved deep network model as a general technique for thin film nanocomposite reverse osmosis membrane simulation." Journal of Membrane Science 692 (2024): 122320. (SCI一区TOP)

10. Li, Heng, Bin Zeng, Taorong Qiu, Wei Huang, Yunkun Wang, Guo-Ping Sheng, and Yunqian Wang. "Deep learning models for assisted decision-making in performance optimization of thin film nanocomposite membranes." Journal of Membrane Science 687 (2023): 122093. (SCI一区TOP)

11. Li, Heng, Yunkun Wang, and Yunqian Wang. "Machine learning for predicting the dynamic extraction of multiple substances by emulsion liquid membranes." Separation and Purification Technology 313 (2023): 123458. (SCI一区TOP)

12. Jingjun Wang, Hao Zhang, Yan Wang, Dilnur Dilxat, Rukang Tian, Yingxin Tang, Hong Mei, Yunqian Wang, Huiyan Shen, Wei-Hua Li^*, Yunkun Wang^*. "Ionic liquid-functionalized antibiofouling nanofiltration membranes." Desalination 572 (2024): 117120. (SCI一区TOP)

13. Wang, Yunqian, Yufeng Wang, Chao Chen, Runcai Jiang, and Wei Huang. "Development of variational quantum deep neural networks for image recognition." Neurocomputing 501 (2022): 566-582.(SCI二区TOP/CCF-C)

14. Wang, Yunqian, Chao Chen, and Wei Huang. "Design of quantum filter for hybrid quantum-classical convolutional neural networks." In 2021 International Conference on Information Technology and Biomedical Engineering (ICITBE), pp. 66-70. IEEE, 2021.

15. Zhou, Nan-Run, Kong-Ni Zhu, and Yun-Qian Wang. "Three-party semi-quantum key agreement protocol." International Journal of Theoretical Physics 59 (2020): 663-676.

16. Li, Xiao-Zhen, Wei-Wei Chen, and Yun-Qian Wang. "Quantum image compression-encryption scheme based on quantum discrete cosine transform." International Journal of Theoretical Physics 57 (2018): 2904-2919.

17. Zhao, Xing-Qiang, Hua-Ying Chen, Yun-Qian Wang, and Nan-Run Zhou. "Semi-quantum bi-signature scheme based on W states." International Journal of Theoretical Physics 58 (2019): 3239-3251.

18. Yan, Xing-Yu, Nan-Run Zhou, Li-Hua Gong, Yun-Qian Wang, and Xiao-Jun Wen. "High-dimensional quantum key distribution based on qudits transmission with quantum Fourier transform." Quantum Information Processing 18 (2019): 1-14.

19. Zhao, Xing-Qiang, Yun-Qian Wang, Li-Hua Gong, and Qing-Wei Zeng. "New bi-signature scheme based on GHZ states and W states." International Journal of Theoretical Physics 58 (2019): 1555-1567.

20. Zhu, Kong-Ni, Nan-Run Zhou, Yun-Qian Wang, and Xiao-Jun Wen. "Semi-quantum key distribution protocols with GHZ states." International Journal of Theoretical Physics 57 (2018): 3621-3631.

21. Zhou, Nanrun, Weiwei Chen, Xinyu Yan, and Yunqian Wang. "Bit-level quantum color image encryption scheme with quantum cross-exchange operation and hyper-chaotic system." Quantum Information Processing 17 (2018): 1-24.