李琼，博士、讲师

　　办公地点：信息楼319

　　邮箱：liqiong@qau.edu.cn

　　个人履历：

　　2022-08至今，青岛农业大学，理学与信息科学学院，教师

　　2020-12 至 2021-06，香港理工大学，电子与信息工程系，助理研究员

　　2017-09 至 2022-06，中国海洋大学，计算机应用技术，博士

　　2014-09 至 2017-06，中国海洋大学，软件工程，硕士

　　2010-09 至 2014-06，山东师范大学，计算机科学与技术，学士

　　研究方向：

　　计算机视觉与模式识别、人工智能、智慧农业

　　已发表论文：

　　Li, Q., Sun, X., Dong, J. (2025).  Transductive Zero-Shot Learning via Knowledge Graph and Graph Convolutional Networks, Scientific Reports. (SCI三区)

　　Li, Q., Rigall, E., Sun, X., Lam, K. M., & Dong, J. (2023). Dual autoencoder based zero shot learning in special domain. Pattern Analysis and Applications, 26(2), 797-808.（SCI四区）

　　Li, Q., Sun, X., Dong, J., Song, S., Zhang, T., Liu, D., ... & Han, S. (2020). Developing a microscopic image dataset in support of intelligent phytoplankton detection using deep learning. ICES Journal of Marine Science, 77(4), 1427-1439.(SCI一区)

　　Yu Jiaao, Lv Qingxuan, Li Yuezun, Dong Junyu, Zhao Haoran, Li Qiong. PMOT2023: A Large-Scale Multi-Object Tracking (MOT) Dataset with Application to Phytoplankton Observation[J]. Journal of Marine Science and Engineering, 2023, 11(6): 1141. (SCI四区)

　　Sun, X., Xv, H., Dong, J., Zhou, H., Chen, C., & Li, Q. (2020). Few-shot learning for domain-specific fine-grained image classification. IEEE Transactions on Industrial Electronics, 68(4), 3588-3598. (SCI一区)

　　Zhao, H., Sun, X., Dong, J., Dong, Z., & Li, Q. (2021). Knowledge distillation via instance-level sequence learning. Knowledge-Based Systems, 233, 107519. (SCI一区)

　　Sun, X., Liu, L., Li, Q., Dong, J., Lima, E., & Yin, R. (2019). Deep pixel‐to‐pixel network for underwater image enhancement and restoration. IET Image Processing, 13(3), 469-474. (SCI四区)

　　Ma, X., Sun, X., Dong, J., Li, Q., & Su, H. (2018, May). Study of Enteromorpha Idendification Based on Machine Learning Technology. In 2018 OCEANS-MTS/IEEE Kobe Techno-Oceans (OTO) (pp. 1-8). IEEE.

　　Dong, J., Yin, R., Sun, X., Li, Q., Yang, Y., & Qin, X. (2018). Inpainting of remote sensing SST images with deep convolutional generative adversarial network. IEEE geoscience and remote sensing letters, 16(2), 173-177.

　　Xu Hongwei, Sun Xin, Dong Junyu, Zhang Shu, Li Qiong. Multi-level Similarity Learning for Low-Shot Recognition, 2019 Smart World Conference.

　　Han Shuai, Sun Xin, Dong Junyu, Zhang Shu, Li Qiong. Unpaired Dead-to-Live Phytoplankton Translation, 2019 Smart World Conference.

　　张彤彤, 董军宇, 赵浩然, 李琼, & 孙鑫. (2020). 基于知识蒸馏的轻量型浮游植物检测网络. 应用科学学报, 38(3), 10.

　　解翠, 李琼, & 董军宇. (2017). 基于海洋监测数据的厄尔尼诺特征可视分析. 计算机辅助设计与图形学学报, 29(12), 8.

　　Xie, C., Ma, G., Li, Q., Xun, J., & Dong, J. (2016). Visual exploration of tsunami evacuation planning. Journal of Visualization, 19, 475-487.