CertDW: Towards Certified Dataset Ownership Verification via Conformal Prediction. - Ting Qiao; Yiming Li 004; Jianbin Li; Yingjia Wang; Leyi Qi; Junfeng Guo; Ruili Feng; Dacheng Tao (CoRR, 2025)

Towards Resilient Safety-driven Unlearning for Diffusion Models against Downstream Fine-tuning. - Boheng Li; Renjie Gu; Junjie Wang; Leyi Qi; Yiming Li 004; Run Wang 001; Zhan Qin; Tianwei Zhang 004 (CoRR, 2025)

DREAM: Scalable Red Teaming for Text-to-Image Generative Systems via Distribution Modeling. - Boheng Li; Junjie Wang; Yiming Li 004; Zhiyang Hu; Leyi Qi; Jianshuo Dong; Run Wang 001; Han Qiu 001; Zhan Qin; Tianwei Zhang 004 (CoRR, 2025)