Multi-Step Denoising Scheduled Sampling: Towards Alleviating Exposure Bias for Diffusion Models. - Zhiyao Ren; Yibing Zhan; Liang Ding 006; Gaoang Wang; Chaoyue Wang; Zhongyi Fan; Dacheng Tao (AAAI, 2024)

G2LCPS: End-to-end semi-supervised landmark prediction with global-to-local cross pseudo supervision for airway difficulty assessment. - Zhiyao Ren; Dinh Viet Sang; Pooi-Mun Wong; Chin-Boon Chng; Joan Jue-Ying Too; Theng-Wai Foong; Ne-Hooi Will Loh; Chee-Kong Chui (Comput. Biol. Medicine, 2024)

Healthcare Copilot: Eliciting the Power of General LLMs for Medical Consultation. - Zhiyao Ren; Yibing Zhan; Baosheng Yu; Liang Ding 006; Dacheng Tao (CoRR, 2024)

Reverse Prompt: Cracking the Recipe Inside Text-to-Image Generation. - Zhiyao Ren; Yibing Zhan; Baosheng Yu; Dacheng Tao (CoRR, 2025)

ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks. - Zhiyao Ren; Siyuan Liang; Aishan Liu; Dacheng Tao (CoRR, 2025)