Publications

My main research interest is efficient diffusion transformers. ( 3 papers total )

2026

CVPR 2026

Forecast the Principal, Stabilize the Residual: Subspace-Aware Feature Caching for Efficient Diffusion Transformers

Guantao Chen , Shikang Zheng , Yuqi Lin , Linfeng Zhang

Paper

CVPR 2026

From Sketch to Fresco: Efficient Diffusion Transformer with Progressive Resolution

Shikang Zheng , Guantao Chen , Lixuan He , Jiacheng Liu , Yuqi Lin , Chang Zou , Linfeng Zhang

Paper

2025

ICLR 2026 ORAL

Let Features Decide Their Own Solvers: Hybrid Feature Caching for Diffusion Transformers

Shikang Zheng , Guantao Chen , Qinming Zhou , Yuqi Lin , Lixuan He , Chang Zou , Peiliang Cai , Jiacheng Liu , Linfeng Zhang

Paper Code Project