Name:Shi Jun 

Professional Title:Associate Professor

Situation of Tutors:Supervisor of Master's Candidates

School/Department: School of Software

Personal Profile:

Shi Jun currently works at the Hefei University of Technology. He graduated from the Image Processing Center, Beihang University in January 2015, and worked at the No. 38 Research Institute, China Electronic Technology Group Corporation from May 2015 to July 2017.

Machine learning, deep learning, computer vision, natural language processing, computer-aided diagnosis, remote sensing image understanding.

Research Directions and Achievements:

[1]Jun Shi*, Ruoyu Wang, Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Lanlan Yu. Cervical Cell Classification with Graph Convolutional Network. Computer Methods and Programs in Biomedicine, vol. 198, 105807, 2020.

[2] Tong Shu, Jun Shi*, Yushang Zheng*, Zhiguo Jiang, Lanlan Yu. A Key-Points Based Anchor-Free Cervical Cell Detector. 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2023.

[3]Jun Shi*, Xinyu Zhu, Yuan Zhang, Yushang Zheng*, Zhiguo Jiang, Liping Zheng. Cervical Cell Classification Using Multi-Scale Feature Fusion and Channel-wise Cross-attention. 20th IEEE International Symposium on Biomedical Imaging (ISBI), 2023.

[4] Jun Shi*, Kun Wu, Yushan Zheng*, Yuxin He, Jun Li, Zhiguo Jiang, Lanlan Yu. Global-local Attention Network for Weakly Supervised Cervical Cytology ROI Analysis. 19th IEEE International Symposium on Biomedical Imaging (ISBI), 2022.

[5]Yushan Zheng, Zhiguo Jiang*, Jun Shi*, et al. Encoding Histopathology Whole Slide Images with Location-aware Graphs for Diagnosticlally Relevant Regions Retrieval. Medical Image Analysis, 102308, 2022.

[6]Jun Li, Yushan Zheng*, Kun Wu, Jun Shi*, Fengying Xie, Zhiguo Jiang. Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images Analysis. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 273-282, 2022.

Awards and Honors:

1. The 7th China International College Students' 'Internet+' Innovation and Entrepreneurship Competition (silver award)

2. The 6th China International College Students' 'Internet+' Innovation and Entrepreneurship Competition (bronze award)