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2020 – today
- 2026
[j2]Zhichao Chen
, Yulong Zhang, Odin Zhang, Fangyikang Wang, Le Yao, Hao Wang, Zhihuan Song:
Blending Data and Knowledge for Process Industrial Modeling Under Riemannian Preconditioned Bayesian Framework. IEEE Trans. Knowl. Data Eng. 38(1): 82-95 (2026)- 2025
- [c5]Fangyikang Wang, Hubery Yin, Shaobin Zhuang, Huminhao Zhu, Yinan Li, Lei Qian, Chao Zhang, Hanbin Zhao, Hui Qian, Chen Li:
Efficiently Access Diffusion Fisher: Within the Outer Product Span Space. ICML 2025 - [c4]Shaobin Zhuang, Yiwei Guo, Yanbo Ding, Kunchang Li, Xinyuan Chen, Yaohui Wang, Fangyikang Wang, Ying Zhang, Chen Li, Yali Wang:
TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision. ICML 2025 - [i11]Shaobin Zhuang, Zhipeng Huang, Binxin Yang, Ying Zhang, Fangyikang Wang, Canmiao Fu, Chong Sun, Zheng-Jun Zha, Chen Li, Yali Wang:
Get In Video: Add Anything You Want to the Video. CoRR abs/2503.06268 (2025) - [i10]Shaobin Zhuang, Yiwei Guo, Yanbo Ding, Kunchang Li, Xinyuan Chen, Yaohui Wang, Fangyikang Wang, Ying Zhang, Chen Li, Yali Wang:
TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision. CoRR abs/2503.07416 (2025) - [i9]Shaobin Zhuang, Zhipeng Huang, Ying Zhang, Fangyikang Wang, Canmiao Fu, Binxin Yang, Chong Sun, Chen Li, Yali Wang:
Video-GPT via Next Clip Diffusion. CoRR abs/2505.12489 (2025) - [i8]Fangyikang Wang, Hubery Yin, Shaobin Zhuang, Huminhao Zhu, Yinan Li, Lei Qian, Chao Zhang, Hanbin Zhao, Hui Qian, Chen Li:
Efficiently Access Diffusion Fisher: Within the Outer Product Span Space. CoRR abs/2505.23264 (2025) - [i7]Fangyikang Wang, Hubery Yin, Lei Qian, Yinan Li, Shaobin Zhuang, Huminhao Zhu, Yilin Zhang, Yanlong Tang, Chao Zhang, Hanbin Zhao, Hui Qian, Chen Li:
Unleashing High-Quality Image Generation in Diffusion Sampling Using Second-Order Levenberg-Marquardt-Langevin. CoRR abs/2505.24222 (2025) - [i6]Shaobin Zhuang, Yiwei Guo, Canmiao Fu, Zhipeng Huang, Zeyue Tian, Fangyikang Wang, Ying Zhang, Chen Li, Yali Wang:
WeTok: Powerful Discrete Tokenization for High-Fidelity Visual Reconstruction. CoRR abs/2508.05599 (2025) - 2024
- [j1]Fangyikang Wang, Huminhao Zhu, Chao Zhang, Hanbin Zhao, Hui Qian:
GAD-PVI: A General Accelerated Dynamic-Weight Particle-Based Variational Inference Framework. Entropy 26(8): 679 (2024) - [c3]Fangyikang Wang, Huminhao Zhu, Chao Zhang, Hanbin Zhao, Hui Qian:
GAD-PVI: A General Accelerated Dynamic-Weight Particle-Based Variational Inference Framework. AAAI 2024: 15466-15473 - [c2]Zhichao Chen, Haoxuan Li, Fangyikang Wang, Odin Zhang, Hu Xu, Xiaoyu Jiang, Zhihuan Song, Hao Wang:
Rethinking the Diffusion Models for Missing Data Imputation: A Gradient Flow Perspective. NeurIPS 2024 - [c1]Fangyikang Wang, Hubery Yin, Yuejiang Dong, Huminhao Zhu, Zhang Chao, Hanbin Zhao, Hui Qian, Chen Li:
BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models. NeurIPS 2024 - [i5]Huminhao Zhu, Fangyikang Wang, Chao Zhang, Hanbin Zhao, Hui Qian:
Neural Sinkhorn Gradient Flow. CoRR abs/2401.14069 (2024) - [i4]Zhichao Chen, Haoxuan Li, Fangyikang Wang, Odin Zhang, Hu Xu, Xiaoyu Jiang, Zhihuan Song, Eric H. Wang:
Rethinking the Diffusion Models for Numerical Tabular Data Imputation from the Perspective of Wasserstein Gradient Flow. CoRR abs/2406.15762 (2024) - [i3]Fangyikang Wang, Hubery Yin, Yuejiang Dong, Huminhao Zhu, Chao Zhang, Hanbin Zhao, Hui Qian, Chen Li:
BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models. CoRR abs/2410.07273 (2024) - [i2]Huminhao Zhu, Fangyikang Wang, Tianyu Ding, Qing Qu, Zhihui Zhu:
Analyzing and Improving Model Collapse in Rectified Flow Models. CoRR abs/2412.08175 (2024) - 2023
- [i1]Fangyikang Wang, Huminhao Zhu, Chao Zhang, Hanbin Zhao, Hui Qian:
GAD-PVI: A General Accelerated Dynamic-Weight Particle-Based Variational Inference Framework. CoRR abs/2312.16429 (2023)
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