Xuanyu Tian (田烜宇)

I am a 4-th year Ph.D. candicate in SMILE Lab at ShanghaiTech University (Shanghai, China), advised by Prof. Yuyao Zhang. Before that, I received my B.E. degree of Computer Science and Technology from Wuhan University of Technology in 2021.
I am dedicated to explore solving medical inverse problems within a scarce data and low SNR scenarios. Currently, my research focuses on:
- CT/MRI Undersampled Reconstruction
- Motion Correction and Motion Tracking
- Self-supervised Image Restoration
- Diffusion Models
See more in the detailed CV.
News
Feb 12, 2025 | Our paper “Moner” will be presented as a Spotlight at ICLR 2025 ![]() |
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Feb 9, 2025 | One paper about motion correction and coil sensitivity of parallel mri was accepted by Medical Image Analysis ![]() |
Jan 22, 2025 | One paper was accepted by The 13th International Conference on Learning Representations ICLR 2025 ![]() |
Jan 4, 2025 | Two paper were accepted by IEEE ISBI 2025 ![]() |
Dec 27, 2024 | One paper about high-dimensional MRI denoising was accepted by the Biomedical Signal Processing and Control (BSPC) ![]() |
Dec 10, 2024 | One paper about unsupervised sparse-view CT reconstruction was accepted by the 39th Annual AAAI Conference on Artificial Intelligence AAAI 2025 ![]() |
Nov 29, 2024 | One paper was accepted by Medical Image Analysis ![]() |
Oct 6, 2024 | I attended MICCAI 2024 at Marrakech in Morocco. A Legendary Journey ![]() |
Sep 5, 2024 | One paper was accepted by IEEE Transactions on Compuational Imaging (IEEE TCI) ![]() |
May 14, 2024 | One paper was accepted by MICCAI 2024 ![]() |
Feb 3, 2024 | One paper was accepted by IEEE ISBI 2024 ![]() |
Mar 2, 2023 | One paper was accepted by IEEE ISBI 2023 ![]() |
Sep 18, 2022 | One paper was accepted by MICCAI 2022 ![]() |
Sep 1, 2021 | Join SMILE lab at ShanghaiTech University ![]() |
Selected Publications
* denotes the co-first author
- AAAI 2025
×Unsupervised Self-Prior Embedding Neural Representation for Iterative Sparse-View CT ReconstructionProceedings of the AAAI Conference on Artificial Intelligence 2025 - ICLR 2025
Spotlight×Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural RepresentationThe 13th International Conference on Learning Representations 2025