GAD-PVI: A General Accelerated Dynamic-Weight Particle-Based Variational Inference Framework. - Fangyikang Wang; Huminhao Zhu; Chao Zhang 029; Hanbin Zhao; Hui Qian 001 (CoRR, 2023)

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)

Neural Sinkhorn Gradient Flow. - Huminhao Zhu; Fangyikang Wang; Chao Zhang 029; Hanbin Zhao; Hui Qian 001 (CoRR, 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)

Analyzing and Improving Model Collapse in Rectified Flow Models. - Huminhao Zhu; Fangyikang Wang; Tianyu Ding; Qing Qu 001; Zhihui Zhu (CoRR, 2024)

GAD-PVI: A General Accelerated Dynamic-Weight Particle-Based Variational Inference Framework. - Fangyikang Wang; Huminhao Zhu; Chao Zhang; Hanbin Zhao; Hui Qian 001 (Entropy, 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)