A Survey on Cache Methods in Diffusion Models: Toward Efficient Multi-Modal Generation. - Jiacheng Liu; Xinyu Wang; Yuqi Lin; Zhikai Wang; Peiru Wang; Peiliang Cai; Qinming Zhou; Zhengan Yan; Zexuan Yan; Zhengyi Shi; Chang Zou; Yue Ma; et al. (CoRR, 2025)

AnomalyAgent: Agentic Industrial Anomaly Synthesis via Tool-Augmented Reinforcement Learning. - Jiaming Su 009; Tengchao Yang; Ruikang Zhang; Zhengan Yan; Haoyu Sun; Linfeng Zhang (CoRR, 2026)

SpecEdit: Training-Free Acceleration for Diffusion based Image Editing via Semantic Locking. - Zhengan Yan; Shikang Zheng; Haoran Qin; Xiaobing Tu; Yinggui Wang; Jiacheng Liu; Jiaxuan Ren; Yuqi Lin; Peiliang Cai; Jinkui Ren; Xiantao Zhang; Linfeng Zhang (CoRR, 2026)