Publications

You can also find my articles on my Google Scholar profile.

Mentees’ names were underlined. Asterisk indicates dual first-author position. Open access articles or preprints () are linked below; all other PDFs () are provided for personal use only. Supplementary materials on GitHub () and OSF () for each publication are linked below the citation.

Peer-reviewed Journals

Dai, W., Wu, Z., Liu, R., Wu, T., Wang, M., Zhou, J., Zhang, Z. and Liu, J., 2024. Automated Non-invasive Analysis of Motile Sperms Using Sperm Feature-correlated Network. IEEE Transactions on Automation Science and Engineering.

Wu, T., Shang, K., Dai, W., Wang, M., Liu, R., Zhou, J. and Liu, J., 2024. High-resolution Cross-scale Transformer: A Deep Learning Model for Bolt Loosening Detection Based on Monocular Vision Measurement. Engineering Applications of Artificial Intelligence, 133, p.108574.

Dai, W., Wu, T., Liu, R., Wang, M., Yin, J. and Liu, J., 2024. Any Region Can Be Perceived Equally and Effectively on Rotation Pretext Task Using Full Rotation and Weighted-region Mixture. Neural Networks, 176, p.106350.

Liu, R., Dai, W., Wu, C., Wu, T., Wang, M., Zhou, J., Zhang, X., Li, W.J. and Liu, J., 2024. Deep Learning-based Microscopic Cell Detection Using Inverse Distance Transform and Auxiliary Counting. IEEE Journal of Biomedical and Health Informatics.

Dai, W., Liu, R., Wu, T., Wang, M., Yin, J. and Liu, J., 2023. Deeply Supervised Skin Lesions Diagnosis with Stage and Branch Attention. IEEE Journal of Biomedical and Health Informatics.

Liu, R., Dai, W., Wu, T., Wang, M., Wan, S. and Liu, J., 2022. AIMIC: Deep Learning for Microscopic Image Classification. Computer Methods and Programs in Biomedicine, 226, p.107162.

Refereed Conference Proceedings

Dai, W., Wu, Z., Liu, R., Zhou, J., Wang, M., Wu, T., and Liu, J. (2024). SoSegFormer: A Cross-scale Feature Correlated Network for Small Medical Object Segmentation, IEEE International Symposium on Biomedical Imaging.

Dai, W., Wu, Z., Wang, J., Liu, R., Wu, T., Wang, M., Zhou, J., Zhang, Z. and Liu, J. (2024). Automated Non-invasive Analysis of Motile Sperms Using Cross-scale Guidance Network, IEEE International Conference on Robotics and Automation.