2023年以来代表性论文：

1. Y. L. Cai, S. Wu, Y. T. Lei, M. Y. Shao, D. Z. Li, S. H. Hong, J. Qi*, and H. X. Sun, “Self-supervised few-shot modulation recognition with adversarial representation learning and mixture of experts," IEEE Transactions on Cognitive Communications and Networking,  12: 5763-5778, 2026.
   

2. Y. T. Lei, D. Z. Li, M. Y. Shao, S. H. Hong*, and H. X. Sun, “CoSwinVIT: a vision transformer for enhanced uniform spectrum response in specific emitter identification,” IEEE Transactions on Information Forensics & Security, 21: 1654-1668, 2026.

3. M. Y. Shao, Z. Q. Fu, D. Z. Li, F. Q. Zhang, Y. L. Cai, S. H. Hong, L. Cao, Y. Peng, and J. Qi*, “STF-GCN: A multi-domain graph convolution network method for automatic modulation recognition via adaptive correlation,” IEEE Transactions on Cognitive Communications and Networking, 12: 2036-2050, 2026.
   

4. Z. Q. Fu, J. R. Wang, M. Y. Shao, D. Z. Li, S. H. Hong*, and H. X. Sun, “IQGCA: a lightweight graph structure of I/Q signal for automatic modulation recognition,” IEEE Transactions on Vehicular Technology, 75(1): 1631-1636, 2026.

5. X. W. Chen, D. Z. Li, M. Y. Shao, S. H. Hong*, L. Xu, J. Qi, D. X. Chen, and H. X. Sun, “Lightweight specific emitter identification via joint compression based on reinforcement learning,” IEEE Internet of Things Journal, 12(23): 51026-51040, 2025.
   

6. L. M. Qiwang, M. Y. Shao, Y. L. Cai, D. Z. Li, S. H. Hong*, J. Qi, and H. X. Sun, “Robust specific emitter identification under label noise and quantity limitations in intelligent transportation systems,” IEEE Transactions on Intelligent Transportation Systems, 26(12): 21622-21634, 2025. 

7. Z. D. Chen, X. C. Lu, Y. F. Huang, D. Z. Li, W. Liu*, S. H. Hong*, and H. X. Sun, “DOA estimation with sparse Bayesian learning using hierarchical Half-Cauchy prior with spectra refinement strategy,” IEEE Transactions on Aerospace and Electronic Systems, 61(5): 12059-12074, 2025.

8. M. Y. Shao, Z. H. Song, X. L. Liang, F. Q. Zhang, D. Z. Li, S. H. Hong, L. Cao, Y. Peng, and J. Qi*, “SWLC-Conformer: an efficient and secure hybrid architecture for specific emitter identification,” IEEE Internet of Things Journal, 12(20): 43801-43811, 2025. 

9. D. Z. Li, Z. D. Chen, M. Y. Shao, X. W. Chen, S. H. Hong*, J. Qi, and H. X. Sun, “Non-exemplar class-incremental learning via prototype correction and hierarchical regularization for specific emitter identification,” IEEE Transactions on Intelligent Transportation Systems, 26(8): 12632-12646, 2025.

10. D. Z. Li, M. Y. Shao, P. F. Deng, S. H. Hong*, J. Qi, and H.X. Sun, “A self-supervised-based approach of specific emitter identification for the automatic identification system,” IEEE Transactions on Cognitive Communications and Networking, 11(3): 1649-1663, 2025.

11. M. Y. Shao, D. Z. Li, S. H. Hong*, J. Qi, and H. X. Sun, “IQFormer: a novel transformer-based model with multi-modality fusion for automatic modulation recognition”, IEEE Transactions on Cognitive Communications and Networking, 11(3): 1623-1634, 2025.

12. D. Z. Li, X. W. Chen, S. H. Hong*, J. Qi, and H. X. Sun, “FSCIL-SEI: few-shot class-incremental learning approach for specific emitter identification”, IEEE Transactions on Instrumentation and Measurement, 74: 2504914, 2025.

13. Y. L. Cai, D. Z. Li, S. Wu, M. Y. Shao, S. H. Hong, J. Qi*, and H. X. Sun, “Secure and intelligent sensing in unmanned aerial vehicles: a semi-supervised modulation recognition framework,” IEEE Sensors Journal, 25(5): 8975-8987, 2025.

14. Y. F. Huang, Z. D. Chen, D. Z. Li, K. Ye, L. Zhou, and S. H. Hong*, “An efficient sparse Bayesian DOA estimator based on fixed-point method for off-grid targets,” Expert Systems with Applications, 269: 126424, 2025.

15. K. Ye, L. Zhou, S. H. Hong*, X. B. Zhang, and H. X. Sun, “DOA estimation based on an interpolated coprime array structure”, Signal Processing, 230: 109846, 2025.

16. D. Z. Li, J. Qi, S. H. Hong*, P. F. Deng, and H. X. Sun, “A class-incremental approach with self-training and prototype augmentation for specific emitter identification”, IEEE Transactions on Information Forensics & Security, 19: 1714-1727, 2024.

17. D. Z. Li, X. W. Chen, M. Y. Shao, P. F. Deng, S. H. Hong*, J. Qi, and H. X. Sun, “Smart secure authentication sensing for maritime traffic: sensor individual recognition perspective”, IEEE Sensors Journal, 24(15): 25082-25093, 2024.

18. H. J. Lai, K. Ye, H. X. Sun, and S. H. Hong*, “Atomic norm-based joint delay-doppler shift estimation for OFDM passive radar,” IEEE Signal Processing Letters, 31: 36-40, 2024.

19. Z. H. Feng, L. Zhou, J. Qi*, and S. H. Hong, “DBVS-APF-RRT*: A global path planning algorithm with ultra-high speed generation of initial paths and high optimal path quality,” Expert Systems with Applications, 249: 123571, 2024.

20. Y. J. Lv, J. G. He, and S. H. Hong*, “Design of double protograph LDPC codes based JSCC systems via the ACE-PEG algorithm,” Science China Information Sciences, 67(7): 179305, 2024.

21. L. Zhou, J. Qi*, and S. H. Hong, “Enhanced dilated nested arrays with reduced mutual coupling for DOA estimation,” IEEE Sensors Journal, 24(1): 615-623, 2024.

22. P. F. Deng, S. H. Hong*, J. Qi, L. Wang, and H. X. Sun, “A lightweight Transformer-based approach of specific emitter identification for the automatic identification system,” IEEE Transactions on Information Forensics & Security, 18: 2303-2317, 2023.

23. Z. A. H. Qasem, J. F. Wang, H. A. Leftah, H. X. Sun*, S. H. Hong*, et al. “Real signal DHT-OFDM with index modulation for underwater acoustic communication”, IEEE Journal of Oceanic Engineering, 48(1): 246-259, 2023.

24. J. H. Yang, S. H. Hong*, and L. Wang, “A task-guided normalized min-sum decoding network for LDPC codes-based DJSCC”, IEEE Communications Letters, 27(8): 1934-1938, 2023.

25. S. H. Hong*, J. Q. Ke, and L. Wang, “Global design of double protograph LDPC codes for joint source-channel coding”, IEEE Communications Letters, 27(2): 424-427, 2023.