Fan Cao

Fan Cao

Assistant Professor

Publications


Journal Articles

  1. Liu, C., Cao, F., Diao, Y., He, Y. and Cai, S. (2025). Geographical Origin Identification of Dendrobium officinale Using Variational Inference-Enhanced Deep Learning. Foods, 14(19), 14193361.

  2. Liu, B., Ye, C., Xiao, Y., Li, B., Wang, Z., Zhou, B., He, S. and Cao, F. (2025). A multi-view forward positive and unlabeled graph learning method based on dictionary learning. Information Sciences, 720, 122517.

  3. Liu, B., Zhou, B., Xiao, Y., Wang, Z., Li, B., He, S., Ye, C. and Cao, F. (2025). SMT-DL: A semi-supervised multi-task learning framework based on dictionary learning for robust feature sharing. Neurocomputing, 651, 130996.

  4. Liu, B., Li, B., Xiao, Y., Wang, Z., Zhou, B., He, S., Ye, C. and Cao, F. (2025). Semi-supervised manifold regularized multi-task learning with privileged information. Information Sciences, 711, 122112.

  5. Liu, B., Cao, F., Zhao, S. and Xiao, Y. (2025). Boosting one-class transfer learning for multiple view uncertain data. Information Sciences, 692, 121653.

  6. Cao, F., Liu, B., Wang, K., Xiao, Y., He, J. and Xu, J. (2024). Dictionary-based multi-instance learning method with universum information. Information Sciences, 682, 121264.

  7. Cao, F., Liu, B., He, J., Xu, J. and Xiao, Y. (2024). Privacy preservation-based federated learning with uncertain data. Information Sciences, 678, 121024.

  8. Xu, J., Liu, B., Xiao, Y., Cao, F. and He, J. (2024). A multitask tensor-based relation network for cloth-changing person re-identification. Image and Vision Computing, 147, 105090.

  9. Xu, J., He, J., Liu, B., Cao, F. and Xiao, Y. (2024). A two-generation based method for few-shot learning with few-shot instance-level privileged information. Applied Intelligence, 54(5), pp.4077–4094.

  10. He, J., Liu, B., Cao, F., Xu, J. and Xiao, Y. (2024). Few-Shot Object Counting With Dynamic Similarity-Aware in Latent Space. IEEE Transactions on Geoscience and Remote Sensing, 62, 3350383.

Conference Papers

  1. Cao, F. (2024). Monocular Visual Odometry Method for Indoor Mobile Robots. In: Proceedings of the 20th Chinese Intelligent Systems Conference (CISC). pp.140–147.

  2. Cao, F. and Yang, X. (2023). UWB-Based Intelligent Positioning Method for Indoor Complex Environments. In: Proceedings of the 3rd International Conference on Mobile Networks and Wireless Communications (ICMNWC).

  3. Cao, F., Ren, B., Huang, Y., Qin, Y., Hu, Y. and Cai, S. (2022). A Mechanical CAD Drawings Retrieval Method Based on Text and Image Information. In: Proceedings of the 37th Youth Academic Annual Conference of Chinese Association of Automation (YAC). pp.463–467.

  4. Cao, F., Shen, J., Chen, P., Guo, J., Ge, H. and Cai, S. (2021). Automatic Segmentation and Measurement of Femoral Head Necrosis in CT Images. In: Proceedings of the 35th International Congress and Exhibition on Computer Assisted Radiology and Surgery (CARS). Int J CARS 16 (Suppl 1).