Dr. Shiming Ge

Professor Supervisor/Master Supervisor 

Email：smge@cityu.edu.mo

Academic Qualifications

2008  Electronic Engineering, University of Science and Technology of China, China

2003  Electronic Engineering, University of Science and Technology of China, China

Research Interests

Computer Vision

AI Safety

Deep Learning

Research and publishing

1. Bochao Liu, Shiming Ge*, Pengju Wang, Shikun Li, Tongliang Liu. (2026). Privacy-Preserving Model Transcription with Differentially Private Synthetic Distillation. IEEE Trans. Pattern Anal. Mach. Intell. (TPAMI): 48(6): 6786-6798. (IF=20.4).

2. Kexin Bao, Yong Li, Dan Zeng, Shiming Ge*.(2026). Few-shot Class-Incremental Learning via Generative Co-Memory Regularization. Int. J. Comput. Vis. (IJCV), 134(4): 164. (5Y-IF=15.5).

3. Shikun Li, Xiaobo Xia, Jiankang Deng, Shiming Ge*, Tongliang Liu. (2024). Transferring Annotator-and Instance-dependent Transition Matrix for Learning from Crowds. IEEE Trans. Pattern Anal. Mach. Intell. (TPAMI), 46(11): 7377-7391. (IF=20.4).

4. Fanzhao Lin, Kexin Bao, Yong Li, Dan Zeng, Shiming Ge*.(2024). Learning Contrast-Enhanced Shape-Biased Representations for Infrared Small Target Detection. IEEE Trans. Image Process. (TIP), 33: 3047-3058. (IF=15.3).

5. Kangkai Zhang, Shiming Ge*, Ruixin Shi, Dan Zeng.(2024). Low-Resolution Object Recognition With Cross-Resolution Relational Contrastive Distillation. IEEE Trans. Circuits Syst. Video Technol. (TCSVT), 34(4): 2374-2384 (2024). (IF=10.8)

6. Fanzhao Lin, Shiming Ge*, Kexin Bao, Chenggang Yan, Dan Zeng.(2024). Learning Shape-Biased Representations for Infrared Small Target Detection. IEEE Trans. Multim. (TMM), 26: 4681-4692. (IF=9.9)

7. Shiming Ge, Bochao Liu, Pengju Wang, Yong Li, Dan Zeng.(2023). Learning Privacy-Preserving Student Networks via Discriminative-Generative Distillation. IEEE Trans. Image Process. (TIP), 32: 116-127. (IF=15.3)

8. Yingying Hua, Ruixin Shi, Pengju Wang, Shiming Ge*.(2023). Learning Patch-Channel Correspondence for Interpretable Face Forgery Detection. IEEE Trans. Image Process. (TIP), 32: 1668-1680. (IF=15.3)

9. Shikun Li, Tongliang Liu, Jiyong Tan, Dan Zeng, Shiming Ge*.(2023). Trustable Co-label Learning from Multiple Noisy Annotators. IEEE Trans. Multim. (TMM), 25: 1045-1057. (IF=9.9)

10. Jialin Gao, Xin Sun, Bernard Ghanem, Xi Zhou, Shiming Ge*.(2022). Efficient Video Grounding with Which-Where Reading Comprehension. IEEE Trans. Circuits Syst. Video Technol. (TCSVT), 32(10): 6900-6913. (IF=10.8)

11. Kangkai Zhang, Chunhui Zhang, Shikun Li, Dan Zeng, Shiming Ge*.(2022). Student Network Learning via Evolutionary Knowledge Distillation. IEEE Trans. Circuits Syst. Video Technol. (TCSVT), 32(4): 2251-2263. (IF=10.8)

12. Shiming Ge, Chunhui Zhang, Shikun Li, Dan Zeng, Dacheng Tao. (2021). Cascaded Correlation Refinement for Robust Deep Tracking. IEEE Trans. Neural Networks Learn. Syst. (TNNLS), 32(3): 1276-1288. (IF=9.7)

13. Shiming Ge, Zhao Luo, Chunhui Zhang, Dan Zeng, Dacheng Tao. (2020). Distilling Channels for Efficient Deep Tracking. IEEE Trans. Image Process. (TIP), 29: 2610-2621. (IF=15.3)

14. Shiming Ge, Shengwei Zhao, Chenyu Li, Yu Zhang, Jia Li. (2020). Efficient Low-Resolution Face Recognition via Bridge Distillation. IEEE Trans. Image Process. (TIP), 29: 6898-6908. (IF=15.3)

15. Jia Li, Kui Fu, Shengwei Zhao, Shiming Ge*. (2020). Spatiotemporal Knowledge Distillation for Efficient Estimation of Aerial Video Saliency. IEEE Trans. Image Process. (TIP), 29: 1902-1914. (IF=15.3)

16. Guanshuo Wang, Yufeng Yuan, Jiwei Li, Shiming Ge*, Xi Zhou. (2020). Receptive Multi-Granularity Representation for Person Re-Identification. IEEE Trans. Image Process. (TIP), 29: 6096-6109. (IF=15.3)

17. Shiming Ge, Chenyu Li, Shengwei Zhao, Dan Zeng. (2020). Occluded Face Recognition in the Wild by Identity-Diversity Inpainting. IEEE Trans. Circuits Syst. Video Technol. (TCSVT), 30(10): 3387-3397. (IF=10.8)

18. Jia Li, Yifan Zhao, Weihua Ye, Kaiwen Yu, Shiming Ge*. (2020). Attentive Deep Stitching and Quality Assessment for 360 Omnidirectional Images. IEEE J. Sel. Top. Signal Process. (JSTSP), 14(1): 209-221. (IF=13.7)

19. Shiming Ge, Shengwei Zhao, Chenyu Li, Jia Li. (2019). Low-Resolution Face Recognition in the Wild via Selective Knowledge Distillation. IEEE Trans. Image Process. (TIP), 28(4): 2051-2062. (IF=15.3)

20. Shiming Ge, Xin Jin, Qiting Ye, Zhao Luo, Qiang Li. (2018). Image Editing by Object-Aware Optimal Boundary Searching and Mixed-Domain Composition. Comput. Vis. Media (CVM), 4(1): 71-82. (IF=8.3)