Jiulong Liu
#516, Block Lanbai
55 ZhongGuanCun East Road
Beijing 100190, China
Phone: +86-10-82541751
Fax: +86-10-82541038
Email: jiulongliu@lsec [dot] cc[dot] ac [dot] cn
中国科学院数学与系统科学研究院计算数学与科学工程计算研究所
北京市海淀区中关村东路55号蓝白楼516， 100190
电话: +86-10-82541751
传真: +86-10-82541038
电子邮件: jiulongliu@lsec [dot] cc[dot] ac [dot] cn
Education Experience
Ph.D., Mathematics, Shanghai Jiao Tong University, China
B.Sc., Mathematics and Applied Mathematics, Xidian University, China
Professional Experience
05/2021 — Present, Associate Professor, Academy of Mathematics and Systems Science, Chinese Academy of Sciences
01/2018 — 04/2021, Research Fellow, Department of Mathematics, National University of Singapore
Research Interests
My research interests include
Computational Inverse Problems
Medical Image Reconstruction
Machine Learning
Recent Publications
Zhaoqiang Liu, Xinshao Wang, and Jiulong Liu. Misspecified Phase Retrieval with Generative Priors. NeurIPS 2022.
Jiulong Liu, and Zhaoqiang Liu. Non-Iterative Recovery from Nonlinear Observations using Generative Models. CVPR 2022.
Zhaoqiang Liu, Jiulong Liu, Subhroshekhar Ghosh, Jun Han, and Jonathan Scarlett. Generative Principal Component Analysis. ICLR 2022.
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).
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.