Jiulong Liu
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Publications

  1. Zhaoqiang Liu, Xinshao Wang, and Jiulong Liu. Misspecified Phase Retrieval with Generative Priors. NeurIPS 2022.

  2. Jiulong Liu, and Zhaoqiang Liu. Non-Iterative Recovery from Nonlinear Observations using Generative Models. CVPR 2022.

  3. Zhaoqiang Liu, Jiulong Liu, Subhroshekhar Ghosh, Jun Han, and Jonathan Scarlett. Generative Principal Component Analysis. ICLR 2022.

  4. Hao Gao, Jiulong Liu, Yuting Lin, Gregory N. Gan, Guillem Pratx, Fen Wang, Katja Langen et al. Simultaneous dose and dose rate optimization (SDDRO) of the FLASH effect for pencil‐beam‐scanning proton therapy. Medical Physics (2021).

  5. Jiulong Liu, Angelica I. Aviles-Rivero, Hui Ji, and Carola-Bibiane Schönlieb. Rethinking medical image reconstruction via shape prior, going deeper and faster: Deep joint indirect registration and reconstruction. Medical Image Analysis 68 (2021): 101930.

  6. Jiulong Liu, Nanguang Chen, and Hui Ji. Learnable douglas-rachford iteration and its applications in DOT imaging. Inverse Problems & Imaging 14, no. 4 (2020): 683.

  7. Jiulong Liu, Tao Kuang, and Xiaoqun Zhang. Image reconstruction by splitting deep learning regularization from iterative inversion. In International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 224-231. Springer, Cham, 2018.

  8. Jiulong Liu, Xiaoqun Zhang, Bin Dong, Zuowei Shen, and Lixu Gu. A wavelet frame method with shape prior for ultrasound video segmentation. SIAM Journal on Imaging Sciences 9, no. 2 (2016): 495-519.

  9. Jiulong Liu, Huanjun Ding, Sabee Molloi, Xiaoqun Zhang, and Hao Gao. TICMR: Total image constrained material reconstruction via nonlocal total variation regularization for spectral CT. IEEE transactions on medical imaging 35, no. 12 (2016): 2578-2586.

  10. Jiulong Liu, and Hao Gao. Material reconstruction for spectral computed tomography with detector response function. Inverse Problems 32, no. 11 (2016): 114001.

  11. Jiulong Liu, Xue Zhang, Xiaoqun Zhang, Hongkai Zhao, Yu Gao, David Thomas, Daniel A. Low, and Hao Gao. 5D respiratory motion model based image reconstruction algorithm for 4D cone-beam computed tomography. Inverse Problems 31, no. 11 (2015): 115007.

  12. Liu, J., and H. Gao. “WE-FG-207B-02: Material Reconstruction for Spectral Computed Tomography with Detector Response Function.” Medical Physics 43, 3834 (2016).

  13. Liu, J., D. Low, and H. Gao. “TH‐EF‐BRA‐01: 5D Respiratory Motion Model Based Iterative Reconstruction Method for 4DCBCT.” Medical Physics 43, no. 6Part47 (2016): 3897-3897.

  14. Liu, J., H. Ding, S. Molloi, X. Zhang, and H. Gao. “MO‐FG‐204‐07: Nonlocal Total Variation Based Spectral CT Image Reconstruction.” Medical physics 42, no. 6Part29 (2015): 3570-3570.

  15. Liu, J., Y. Gao, D. Thomas, X. Zhang, H. Zhao, D. Low, and H. Gao. “TH‐CD‐303‐11: Simultaneous Reference Image and Deformation Reconstruction for 4DCBCT with Periodic and Non-Periodic Breathing Based On 5D Respiratory Motion Model.” Medical Physics 42, no. 6Part43 (2015): 3731-3731.

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