I am a Ph.D. student at the Institute of Nuclear and New Energy Technology (INET), Tsinghua University, advised by Prof. Peng Cong and Assistant Professor Yuewen Sun. I received my Bachelor’s degree from Zhengzhou University in July 2021, where I worked with Prof. Lei Li. My research focuses on X-ray imaging, computed tomography (CT), and the application of machine learning and deep learning techniques for image reconstruction and enhancement. I have been selected as a remote visiting scholar candidate at Mayo Clinic Arizona (Sep. 2024 – Mar. 2025) under Prof. Yi Rong. I am currently a visiting scholar at the National University of Singapore (May 2025 – Nov. 2025), collaborating with Assistant Professor Yueming Jin.
My research interest includes deep learning and computer vision. In particular, I focus on:
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X-ray Image; Radiography; Medical Physics;
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Machine Learning; Deep Learning; Computer Vision;
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Image Segmentation; Image Denoising; Image Reconstruction.
🔥 News
📝 Publications
Deep Radon Prior: A Fully Unsupervised Framework for Sparse-View CT Reconstruction.
Shuo Xu, Jintao Fu, Yuewen Sun*, Xincheng Xiang, Peng Cong (Co-first author, IF=7.0)
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Neural Architecture Search with Deep Radon Prior for Sparse-view CT Image Reconstruction
Jintao Fu, Peng Cong, Shuo Xu, Jiahao Chang, Ximing Liu, Yuewen Sun*.
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A Study on CT Detection Image Generation Based on Decompound Synthesize Method, Jintao Fu, Renjie Liu, Tianchen Zeng, Peng Cong, Ximing Liu, Yuewen Sun*. Journal of X-Ray Science and Technology. 2024 (First author, IF=1.7)
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Research on Ring Artifact Reduction Method for CT Images of Nuclear Graphite Components, Tianchen Zeng, Jintao Fu, Peng Cong, Ximing Liu, Yuewen Sun*. Journal of X-Ray Science and Technology. 2025 (Second author, IF=1.7)
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Defect R-CNN: A Novel High-Precision Method for CT Image Defect Detection, Zirou Jiang, Jintao Fu, Tianchen Zeng, Renjie Liu, Peng Cong, Jichen Miao, and Yuewen Sun*. Applied Sciences. 2025 (Co-first author, IF=2.5)
🎖 Honors and Awards
- 2024.10 I won the Tsinghua Scholarship for Phd Students.
- 2023.10 I won the Tsinghua Scholarship for Phd Students.
- 2022.10 I won the Tsinghua Scholarship for Phd Students.
📖 Educations
- 2021.09 - 2025.12 (now), PhD Student @ Tsinghua University, supervised by Prof. Peng Cong.
- 2025.05 - 2025.11 (now), Visiting PhD Student @ National University of Singapore, supervised by Prof. Yueming Jin.
- 2024.09 - 2025.03, Visiting Scholar Candidate - Remote @ Mayo Clinic Arizona, supervised by Prof. Yi Rong.
- 2017.09 - 2021.07, Bachelor Student @ Zhengzhou University, supervised by Prof. Lei Li.
💬 Invited Talks
- 2025.06, ICONE32 2025.
- 2025.06, ANS 2025. | [video]
- 2025.05, Fully3D 2025, Travel Award.
- 2024.09, ISCSIC 2024.
- 2024.08, ICONE31 2024.
- 2023.11, 2023全国同位素制备及应用技术交流研讨会, 优秀青年论文奖.
- 2023.05, ICONE30 2023.