Dr. Shuren QI

Postdoctoral Fellow
PhD (Nanjing University of Aeronautics and Astronautics);

[Teacher's name in full]
ORCID:
0000-0003-0574-2313
Address:
Room 540A, Sino Building,
The Chinese University of Hong Kong,
Shatin, N.T., Hong Kong
Tel:
3943 5415
Email:
shurenqi@cuhk.edu.hk
Personal Website:

https://shurenqi.github.io

Fields of Interest:

Invariants, Geometric Deep Learning, Trustworthy AI, Science AI

Selected Publications:

  1. Shuren Qi, Fei Wang, Tieyong Zeng, and Fenglei Fan. Rethink deep learning with invariance in data representation. The ACM Web Conference (WWW), Tutorial Track, 2025.
  2. Shuren Qi, Yushu Zhang, Chao Wang, Jiantao Zhou, and Xiaochun Cao. A principled design of image representation: Towards forensic tasks. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023, 45(5): 5337-5354.
  3. Shuren Qi, Yushu Zhang, Chao Wang, Tao Xiang, Xiaochun Cao, and Yong Xiang. Representing noisy image without denoising. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024, 46(10): 6713 - 6730.
  4. Shuren Qi, Yushu Zhang, Chao Wang, Jiantao Zhou, and Xiaochun Cao. A survey of orthogonal moments for image representation: Theory, implementation, and evaluation. ACM Computing Surveys (CSUR), 2023, 55(1): 1-35.
  5. Yushu Zhang, Yuanyuan Sun, Shuren Qi*, Zhongyun Hua, Wenying Wen, and Yuming Fang. Atkscopes: Multiresolution adversarial perturbation as a unified attack on perceptual hashing and beyond. The USENIX Security Symposium (USENIX Security), 2025.