2023年间，学院在IEEE Transactions on Neural Networks and Learning Systems、ACS Nano、IEEE Transactions on Instrumentation and Measurement、Solitons & Fractals等国内外重要期刊及学术会议上发表学术论文65篇，其中中科院一区5篇、中科院二区16篇，IEEE Trans论文4篇，ESI高被引论文1篇，SCI检索43篇。 其中，部分高水平论文如下所示：

1. Li J, Liu J, Zhou S, et al. Gesenet: A general semantic-guided network with couple mask ensemble for medical image fusion[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023.中科院一区

2. Chen L, Liu R, Zhang W, et al. MSTP-Net: Multiscale Spatio-temporal Parallel Networks for Human Motion Prediction[J]. IEEE Transactions on Consumer Electronics, 2023.中科院二区

3. Lei J, Li J, Liu J, et al. GALFusion: multi-exposure image fusion via a global-local aggregation learning network[J]. IEEE Transactions on Instrumentation and Measurement, 2023, 72: 1-15中科院二区

4. Guo X, Wang P, Qiu S, et al. FAST: Adopting Federated Unlearning to Eliminating Malicious Terminals at Server Side[J]. IEEE Transactions on Network Science and Engineering, 2023,11(2):2289-2302中科院二区

5. Zhang P, Chen J, Che C, et al. IEA-GNN: Anchor-aware graph neural network fused with information entropy for node classification and link prediction[J]. Information Sciences, 2023, 634: 665-676.中科院一区

6. Dong Q, Zhou S, Zhang Q, et al. A new five-dimensional non-Hamiltonian conservative hyperchaos system with multistability and transient properties[J]. Chaos, Solitons & Fractals, 2023, 175(1): 113998.中科院一区

7. Zhang X, Liu Y, Wang B, et al. Biomolecule-Driven Two-Factor Authentication Strategy for Access Control of Molecular Devices[J]. ACS nano, 2023, 17(18): 18178-18189.中科院一区

8. Qin J, Gao F, Wang Z, et al. A novel temporal generative adversarial network for electrocardiography anomaly detection[J]. Artificial Intelligence in Medicine, 2023, 136: 102489.中科院一区

9. Zeng C, Liu X, Wang B, et al. Multifunctional Exo III-assisted scalability strategy for constructing DNA molecular logic circuits[J]. Analyst, 2023, 148(9): 1954-1960.中科院二区

10. Wang H, Zhang X, Liu Y, et al. A nicking enzyme-assisted allosteric strategy for self-resetting DNA switching circuits[J]. Analyst, 2024, 149(1): 169-179.中科院二区

11. Wang P, Cao B, Ma T, et al. DUHI: dynamically updated hash index clustering method for DNA storage[J]. Computers in Biology and Medicine, 2023, 164: 107244.中科院二区

12. Wang P, Cao B, Ma T, et al.DUHI: Dynamically hash index clustering method for DNA storage[J].Computers in Biology and Medicine, 2023.中科院二区

13. Cao B, Wang B, Zhang Q. GCNSA: DNA storage encoding with a graph convolutional network and self-attention[J]. Iscience, 2023, 26(3):106231中科院二区

14. Jiang H, Zhang P, Che C, et al. CariesFG: A fine-grained RGB image classification framework with attention mechanism for dental caries[J]. Engineering Applications of Artificial Intelligence, 2023, 123: 106306.中科院二区

15. Ning X, Dong Q, Zhou S, et al. Construction of new 5D Hamiltonian conservative hyperchaotic system and its application in image encryption[J]. Nonlinear Dynamics, 2023, 111(21): 20425-20446.中科院二区

16. Qin R, Cui S, Zhang X, et al. Programming DNA Reaction Networks Using Allosteric DNA Hairpins[J]. Biomolecules, 2023, 13(3): 481.中科院二区

17. Shi Y, Chen R, Liu D, et al. A visually secure image encryption scheme based on adaptive block compressed sensing and non-negative matrix factorization[J]. Optics & Laser Technology, 2023, 163: 109345.中科院二区

18. Zhao Y, Cao B, Wang P, et al. DBTRG: De Bruijn Trim rotation graph encoding for reliable DNA storage[J]. Computational and Structural Biotechnology Journal, 2023, 21: 4469-4477.中科院二区

19. Wang J, Zhang X, Shi P, et al. A DNA Finite-State Machine Based on the Programmable Allosteric Strategy of DNAzyme[J]. International Journal of Molecular Sciences, 2023, 24(4): 3588.中科院二区

20. Liu Y, Wang J, Sun L, et al. Active Self-Assembly of Ladder-Shaped DNA Carrier for Drug Delivery[J]. Molecules, 2023, 28(2): 797.中科院二区

21. Liu Y, Jiang M, Hu L, et al. The statistical nature of h-index of a network node and its extensions[J]. Journal of Informetrics, 2023, 17(3): 101424.中科院二区

22. Qin J, Liu Y, Cai M, et al. G2GNet: A model for video tremor diagnosis in Parkinson’s disease[C]//2023 IEEE Smart World Congress (SWC). IEEE, 2023: 1-6.

23. Qin J, Chen Y, Liu Y, et al. MSNN: Spiking Neural Networks with Multiple Kinds of Neurons[C]//2023 IEEE Smart World Congress (SWC). IEEE, 2023: 1-6.