Exploring Dual-task Correlation for Pose Guided Person Image Generation. - Pengze Zhang; Lingxiao Yang; Jianhuang Lai; Xiaohua Xie (CVPR, 2022)

Lightweight Texture Correlation Network for Pose Guided Person Image Generation. - Pengze Zhang; Lingxiao Yang; Xiaohua Xie; Jianhuang Lai (IEEE Trans. Circuits Syst. Video Technol., 2022)

Formulating Discrete Probability Flow Through Optimal Transport. - Pengze Zhang; Hubery Yin; Chen Li; Xiaohua Xie (NeurIPS, 2023)

Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models. - Pengze Zhang; Hubery Yin; Chen Li; Xiaohua Xie (CVPR, 2024)

Pose Guided Person Image Generation Via Dual-Task Correlation and Affinity Learning. - Pengze Zhang; Lingxiao Yang; Xiaohua Xie; Jianhuang Lai (IEEE Trans. Vis. Comput. Graph., 2024)

AnyDressing: Customizable Multi-Garment Virtual Dressing via Latent Diffusion Models. - Xinghui Li; Qichao Sun; Pengze Zhang; Fulong Ye; Zhichao Liao; Wanquan Feng; Songtao Zhao; Qian He (CVPR, 2025)

DreamID: High-Fidelity and Fast diffusion-based Face Swapping via Triplet ID Group Learning. - Fulong Ye; Miao Hua; Pengze Zhang; Xinghui Li; Qichao Sun; Songtao Zhao; Qian He; Xinglong Wu (CoRR, 2025)

DreamO: A Unified Framework for Image Customization. - Chong Mou; Yanze Wu; Wenxu Wu; Zinan Guo; Pengze Zhang; Yufeng Cheng; Yiming Luo; Fei Ding; Shiwen Zhang; Xinghui Li; Mengtian Li; Songtao Zhao; et al. (CoRR, 2025)

MUSAR: Exploring Multi-Subject Customization from Single-Subject Dataset via Attention Routing. - Zinan Guo; Pengze Zhang; Yanze Wu; Chong Mou; Songtao Zhao; Qian He (CoRR, 2025)