ConvRot: Rotation-Based Plug-and-Play 4-bit Quantization for Diffusion Transformers. - Feice Huang; Zuliang Han; Xing Zhou; Yihuang Chen; Lifei Zhu; Haoqian Wang (CoRR, 2025)

No Cache Left Idle: Accelerating diffusion model via Extreme-slimming Caching. - Tingyan Wen; Haoyu Li; Yihuang Chen; Xing Zhou; Lifei Zhu; Xueqian Wang (CoRR, 2025)

1.x-Distill: Breaking the Diversity, Quality, and Efficiency Barrier in Distribution Matching Distillation. - Haoyu Li; Tingyan Wen; Lin Qi; Zhe Wu; Yihuang Chen; Xing Zhou; Lifei Zhu; Xueqian Wang; Kai Zhang (CoRR, 2026)