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)

Rethinking the Diffusion Models for Missing Data Imputation: A Gradient Flow Perspective. - Zhichao Chen 001; Haoxuan Li 001; Fangyikang Wang; Odin Zhang; Hu Xu; Xiaoyu Jiang; Zhihuan Song; Hao Wang 049 (NeurIPS, 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)

Neural Sinkhorn Gradient Flow. - Huminhao Zhu; Fangyikang Wang; Chao Zhang 029; Hanbin Zhao; Hui Qian 001 (CoRR, 2024)

Rethinking the Diffusion Models for Numerical Tabular Data Imputation from the Perspective of Wasserstein Gradient Flow. - Zhichao Chen 001; Haoxuan Li 001; Fangyikang Wang; Odin Zhang; Hu Xu; Xiaoyu Jiang; Zhihuan Song; Eric H. Wang (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)

Get In Video: Add Anything You Want to the Video. - Shaobin Zhuang; Zhipeng Huang 014; Binxin Yang; Ying Zhang; Fangyikang Wang; Canmiao Fu; Chong Sun; Zheng-Jun Zha; Chen Li; Yali Wang (CoRR, 2025)

TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision. - Shaobin Zhuang; Yiwei Guo; Yanbo Ding; Kunchang Li 002; Xinyuan Chen; Yaohui Wang 001; Fangyikang Wang; Ying Zhang; Chen Li; Yali Wang 001 (CoRR, 2025)

Video-GPT via Next Clip Diffusion. - Shaobin Zhuang; Zhipeng Huang 014; Ying Zhang; Fangyikang Wang; Canmiao Fu; Binxin Yang; Chong Sun; Chen Li; Yali Wang (CoRR, 2025)

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)

WeTok: Powerful Discrete Tokenization for High-Fidelity Visual Reconstruction. - Shaobin Zhuang; Yiwei Guo; Canmiao Fu; Zhipeng Huang; Zeyue Tian; Fangyikang Wang; Ying Zhang; Chen Li; Yali Wang 001 (CoRR, 2025)