Beyond Generation: Rethinking Denoising Process for Diffusion Forgery Detection. - Kaiwen Qian; Yifan Xu 019; Xiao Wang; Dandan Liang; Yuchun Fang (PRCV (12), 2025)

DiscoIB: Disentangled Subject Customization via Information Bottleneck. - Yifan Xu 019; Kaiwen Qian; Yuchun Fang (PRCV (5), 2025)

Diffusion-Driven Forgery Detection: Distilling Latent Features for Generalized Image Forensics. - Kaiwen Qian; Yutao Xu; Yifan Xu 019; Yuchun Fang (IEEE Signal Process. Lett., 2026)