Detecting AI-generated videos via global semantic awareness and inter-frame semantic consistency. - Qianyu Xiang; Yunfeng Guo; Siqi Gu; Lizhe Xie; Yining Hu (Neurocomputing, 2026)

BM-DDFN: Bilinear cross-domain modeling for AIGC image source attribution. - Zihan Qin; Siqi Gu; Yuan Zhang; Lizhe Xie; Jing Mang; Qianyu Xiang; Yunfeng Guo; Zheng Wang; Yining Hu (Knowl. Based Syst., 2026)