Personal Info

I’m Li-Jun Zhao (赵丽君). I am currently a Ph.D. student of School of Software in Shandong University and a member of MIMA Group, led by Prof. Xin-Shun Xu. My research interests include machine learning, fine-grained image analysis, few-shot learning, and class incremental learning.

Research Interests

1. Machine Learning
2. Fine-Grained Image Analysis
3. Few-Shot Learning
4. Class Incremental Learning

Education

• Ph.D. in Software engineering, School of Software, Shandong University, 2022.09-Present Advisor: Prof. Xin-Shun Xu
• B.E. in Software engineering, School of Software, Shandong University, 2018.09-2022.06

Selected Publications

1. Li-Jun Zhao, Zhen-Duo Chen, Yongxin Wang, Xin Luo, Xin-Shun Xu. Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
2. Li-Jun Zhao, Zhen-Duo Chen, Zhen-Xiang Ma, Xin Luo, Xin-Shun Xu. Angular Isotonic Loss Guided Multi-Layer Integration for Few-shot Fine-grained Image Classification. IEEE Transactions on Image Processing, 2024.
3. Zhen-Duo Chen, Li-Jun Zhao, Zi-Chao Zhang, Xin Luo, Xin-Shun Xu. Characteristics Matching Based Hash Codes Generation for Efficient Fine-grained Image Retrieval. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
4. Zhen-Xiang Ma, Zhen-Duo Chen, Li-Jun Zhao, Zi-Chao Zhang, Tai Zheng, Xin Luo, Xin-Shun Xu. Bi-directional Task-Guided Network for Few-Shot Fine-Grained Image Classification. ACM International Conference on Multimedia, 2024.
5. Zhen-Xiang Ma, Zhen-Duo Chen, Li-Jun Zhao, Zi-Chao Zhang, Xin Luo, Xin-Shun Xu. Cross-Layer and Cross-Sample Feature Optimization Network for Few-Shot Fine-Grained Image Classification. AAAI Conference on Artificial Intelligence (AAAI), 2024.

Awards

• Outstanding Graduate of Shandong Province, 2022
• First-class Scholarship of Shandong University, 2021
• National scholarship, 2020
• First-class Scholarship of Shandong University, 2020