目前主要研究方向为多媒体信息安全和隐私保护深度学习~

近年来研究成果如下（*表示通讯作者,分区均为发表年的分区）

2026:

1. Yao, D., Song, W., Chen, Q., Tian L. (2026). Assessing the impact of geomagnetic storms on certain ionospheric parameters via the CNN-LSTM. The European Physical Journal Plus, 141(366) (JCR Q2)
   

2. 一种基于扩散模型的自适应非对称图像隐写方法和系统（发明专利，彭宇翔；付冲；宋伟）

3. Song, W., Liu, B., Fu, C., Yang, W., Chen, J., & Zhang, Y. (2026). Protection of batch color images using a novel parallel cross-plane encryption scheme. Cluster Computing, 29(3), 131. （JCR Q1）

2025:

1. Liu, B., Song, W.*, Zheng, M., Fu, C., Chen, J., & Wang, X. (2025). Semantically enhanced selective image encryption scheme with parallel computing. Expert Systems with Applications, 279, 127404. (指导研二学生发表，中科院一区，时年为高被引)

2. Song, W., Fu, C., Zheng, Y., Chen, J., & Zhang, Y. (2025). Neural network-driven parallel accelerated selective image encryption with semantic understanding. The European Physical Journal Special Topics, 1-16. (JCR Q2)

3. Liu, B., Song, W.*, Yang, W., Fu, C., Yao, D., & Chen, J. (2025). A neural network-guided chaos-based parallel encryption scheme for securing regions of interest in multiple images. The European Physical Journal Special Topics, 1-20. （指导学生发表）

4. Gu, Y., Fu, C., Song, W., Wang, X., & Chen, J. (2025). RTLinearFormer: Semantic segmentation with lightweight linear attentions. Neurocomputing, 625, 129489. (JCR Q1)

5. Xiang, S., Fu, C., Song, W., Wang, X., Chen, J., & Sham, C. W. (2025). FRT-DETR: faster real-time end-to-end detector for industrial surface defects based on transformer. Journal of Real-Time Image Processing, 22(5), 180. （JCR Q2）
   

2024:

1. Song, W., Fu, C., Zheng, Y., Zhang, Y., Chen, J., & Wang, P. (2024). Batch image encryption using cross image permutation and diffusion. Journal of Information Security and Applications, 80, 103686. (JCR Q2, 中科院二区)

2. Song, W., Fu, C., Lin, Z., Zhang, Y., Chen, J., & Sham, C. W. (2024). Batch medical image encryption using 3D Latin cube-based simultaneous permutation and diffusion. Signal, Image and Video Processing, 18(3), 2499-2508. （SCI）

3. Peng, Y., Fu, C., Cao, G., Song, W., Chen, J., & Sham, C. W. (2024). JPEG-compatible joint image compression and encryption algorithm with file size preservation. ACM Transactions on Multimedia Computing, Communications and Applications, 20(4), 1-20. （JCR Q1, CCF B）

4. Sheng, Q., Fu, C., Song, W., Lin, Z., Chen, J., & Sham, C. W. (2024). A chaotic selective encryption scheme for H. 265/HEVC video with zero bit rate increment. Nonlinear Dynamics, 112(9), 7631-7648. (JCR Q1, 中科院二区)

5. Zheng, Y., Zhang, W., Song, W., Wang, X., & Fu, C. (2024). Encrypted video search with single/multiple writers. ACM Transactions on Multimedia Computing, Communications and Applications, 20(9), 1-23. 
   

2023：

1. Song, W., Fu, C., Zheng, Y., Tie, M., Liu, J., & Chen, J. (2023). A parallel image encryption algorithm using intra bitplane scrambling. Mathematics and Computers in Simulation, 204, 71-88. (JCR Q1，中科院二区Top, 发表年为高被引)

2. Zhao, T., Fu, C., Tian, Y., Song, W., & Sham, C. W. (2023). Gsn-hvnet: A lightweight, multi-task deep learning framework for nuclei segmentation and classification. Bioengineering, 10(3), 393. (JCR Q2)

3. Zheng, Y., Song, W., Du, M., SM Chow, S., Lou, Q., Zhao, Y., & Wang, X. (2023, August). Cryptography-inspired federated learning for generative adversarial networks and meta learning. In International conference on advanced data mining and applications. (CCF推荐会议)

4. Zhao, T., Fu, C., Song, W., & Sham, C. W. (2023). RGGC-UNet: Accurate deep learning framework for signet ring cell semantic segmentation in pathological images. Bioengineering, 11(1), 16.