Noise-Adaptive Diffusion Sampling for Inverse Problems Without Task-Specific Tuning.

Yingzhi Xia

Yingzhi Xia Setthakorn Tanomkiattikun Liangli Zhen Zaiwang Gu Noise-Adaptive Diffusion Sampling for Inverse Problems Without Task-Specific Tuning. 2026 April abs/2604.16919 CoRR https://doi.org/10.48550/arXiv.2604.16919 db/journals/corr/corr2604.html#abs-2604-16919 streams/journals/corr

Manna Dai Yang Jiang Feng Yang 0011 Joyjit Chattoraj Yingzhi Xia Xinxing Xu Weijiang Zhao My Ha Dao Yong Liu 0026 MDDIP: Efficient single-layer pixel-based metasurface denoising via deep image prior. 113799 2025 324 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2025.113799 db/journals/kbs/kbs324.html#DaiJYCXXZDL25 streams/journals/kbs

Manna Dai Yang Jiang Feng Yang 0011 Joyjit Chattoraj Yingzhi Xia Xinxing Xu Weijiang Zhao My Ha Dao Yong Liu 0026 A surrogate-assisted extended generative adversarial network for parameter optimization in free-form metasurface design. 106654 2024 180 Neural Networks https://doi.org/10.1016/j.neunet.2024.106654 db/journals/nn/nn180.html#DaiJYCXXZDL24 streams/journals/nn

Yanyu Xu 0001 Yingzhi Xia Huazhu Fu Rick Siow Mong Goh Yong Liu 0026 Xinxing Xu Multi-Scale Region-Aware Implicit Neural Network for Medical Images Matting. 467-477 2024 MICCAI (9) https://doi.org/10.1007/978-3-031-72114-4_45 conf/miccai/2024-9 db/conf/miccai/miccai2024-9.html#XuXFGLX24 streams/conf/miccai

Manna Dai Yang Jiang Feng Yang 0011 Joyjit Chattoraj Yingzhi Xia Xinxing Xu Weijiang Zhao My Ha Dao Yong Liu 0026 A Surrogate-Assisted Extended Generative Adversarial Network for Parameter Optimization in Free-Form Metasurface Design. 2024 abs/2401.02961 CoRR https://doi.org/10.48550/arXiv.2401.02961 db/journals/corr/corr2401.html#abs-2401-02961

Joyjit Chattoraj Jian Cheng Wong Zhang Zexuan Manna Dai Yingzhi Xia Li Jichao Xinxing Xu Chin Chun Ooi Yang Feng My Ha Dao Yong Liu 0026 Tailoring Generative Adversarial Networks for Smooth Airfoil Design. 2024 abs/2404.11816 CoRR https://doi.org/10.48550/arXiv.2404.11816 db/journals/corr/corr2404.html#abs-2404-11816

Sen Li Yingzhi Xia Yu Liu Qifeng Liao A deep domain decomposition method based on Fourier features. 114963 2023 423 J. Comput. Appl. Math. https://doi.org/10.1016/j.cam.2022.114963 db/journals/jcam/jcam423.html#LiXLL23

Yingzhi Xia Qifeng Liao Jinglai Li VI-DGP: A Variational Inference Method with Deep Generative Prior for Solving High-Dimensional Inverse Problems. 16 2023 October 97 J. Sci. Comput. 1 https://doi.org/10.1007/s10915-023-02328-w db/journals/jscic/jscic97.html#XiaLL23

Zhihang Xu Yingzhi Xia Qifeng Liao A domain-decomposed VAE method for Bayesian inverse problems. 2023 abs/2301.05708 CoRR https://doi.org/10.48550/arXiv.2301.05708 db/journals/corr/corr2301.html#abs-2301-05708

Yingzhi Xia Qifeng Liao Jinglai Li VI-DGP: A variational inference method with deep generative prior for solving high-dimensional inverse problems. 2023 abs/2302.11173 CoRR https://doi.org/10.48550/arXiv.2302.11173 db/journals/corr/corr2302.html#abs-2302-11173

Yingzhi Xia Nicholas Zabaras Bayesian multiscale deep generative model for the solution of high-dimensional inverse problems. 111008 2022 455 J. Comput. Phys. https://doi.org/10.1016/j.jcp.2022.111008 db/journals/jcphy/jcphy455.html#XiaZ22

Sen Li Yingzhi Xia Yu Liu Qifeng Liao A deep domain decomposition method based on Fourier features. 2022 abs/2205.01884 CoRR https://doi.org/10.48550/arXiv.2205.01884 db/journals/corr/corr2205.html#abs-2205-01884

Yingzhi Xia Nicholas Zabaras Bayesian multiscale deep generative model for the solution of high-dimensional inverse problems. 2021 abs/2102.03169 CoRR https://arxiv.org/abs/2102.03169 db/journals/corr/corr2102.html#abs-2102-03169

Tianteng Wang Tong Li Yingzhi Xia Zexi Zhang Shikai Jin Risk Assessment and Online Forewarning of Oil & Gas Storage and Transportation Facilities Based on Data Mining. 1945-1953 2017 KES https://doi.org/10.1016/j.procs.2017.08.052 conf/kes/2017 db/conf/kes/kes2017.html#WangLXZJ17 Joyjit Chattoraj Manna Dai My Ha Dao Yang Feng Huazhu Fu Rick Siow Mong Goh Zaiwang Gu Yang Jiang Li Jichao Shikai Jin Jinglai Li Sen Li Tong Li Qifeng Liao Yong Liu 0026 Yu Liu Chin Chun Ooi Setthakorn Tanomkiattikun Tianteng Wang Jian Cheng Wong Xinxing Xu Yanyu Xu 0001 Zhihang Xu Feng Yang 0011 Nicholas Zabaras Zhang Zexuan Zexi Zhang Weijiang Zhao Liangli Zhen