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)

BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models. - Fangyikang Wang; Hubery Yin; Yuejiang Dong; Huminhao Zhu; Zhang Chao; Hanbin Zhao; Hui Qian 001; Chen Li (NeurIPS, 2024)

BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models. - Fangyikang Wang; Hubery Yin; Yuejiang Dong; Huminhao Zhu; Chao Zhang; Hanbin Zhao; Hui Qian 001; Chen Li (CoRR, 2024)

Efficiently Access Diffusion Fisher: Within the Outer Product Span Space. - Fangyikang Wang; Hubery Yin; Shaobin Zhuang; Huminhao Zhu; Yinan Li; Lei Qian; Chao Zhang; Hanbin Zhao; Hui Qian 001; Chen Li (CoRR, 2025)

Unleashing High-Quality Image Generation in Diffusion Sampling Using Second-Order Levenberg-Marquardt-Langevin. - Fangyikang Wang; Hubery Yin; Lei Qian; Yinan Li; Shaobin Zhuang; Huminhao Zhu; Yilin Zhang; Yanlong Tang; Chao Zhang; Hanbin Zhao; Hui Qian 001; Chen Li (CoRR, 2025)