Few-shot Backdoor Defense Using Shapley Estimation. - Jiyang Guan; Zhuozhuo Tu; Ran He 001; Dacheng Tao (CVPR, 2022)

Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks. - Jiyang Guan; Jian Liang 001; Ran He 001 (NeurIPS, 2022)

Rethinking Local Perception in Lightweight Vision Transformer. - Qihang Fan; Huaibo Huang; Jiyang Guan; Ran He 001 (CoRR, 2023)

Test-Time Adaptation for Backdoor Defense. - Jiyang Guan; Jian Liang 001; Ran He 001 (CoRR, 2023)

Backdoor Defense via Test-Time Detecting and Repairing. - Jiyang Guan; Jian Liang 001; Ran He 001 (CVPR, 2024)

Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models? - Yanbo Wang 004; Jiyang Guan; Jian Liang 001; Ran He 001 (CVPR, 2025)

Sample Correlation for Fingerprinting Deep Face Recognition. - Jiyang Guan; Jian Liang 001; Yanbo Wang 004; Ran He 001 (Int. J. Comput. Vis., 2025)

Visual Watermarking in the Era of Diffusion Models: Advances and Challenges. - Junxian Duan; Jiyang Guan; Wenkui Yang; Ran He 001 (CoRR, 2025)