Xuanyu Tian

According to our database, Xuanyu Tian authored at least 23 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Disentangled Learning Improves Implicit Neural Representations for Medical Reconstruction.

Qing Wu, Xuanyu Tian, Chenhe Du, Haonan Zhang, Xiao Wang, Le Lu, Yuyao Zhang

CoRR, May, 2026

Zero-shot Low-Field MRI Enhancement via Diffusion-Based Adaptive Contrast Transport.

Muyu Liu, Chenhe Du, Xuanyu Tian, Qing Wu, Xiao Wang, Haonan Zhang, Hongjiang Wei, Yuyao Zhang

CoRR, March, 2026

Resolving Blind Inverse Problems under Dynamic Range Compression via Structured Forward Operator Modeling.

Muyu Liu, Xuanyu Tian, Chenhe Du, Qing Wu, Hongjiang Wei, Yuyao Zhang

CoRR, March, 2026

Plug-and-Play Diffusion Meets ADMM: Dual-Variable Coupling for Robust Medical Image Reconstruction.

Chenhe Du, Xuanyu Tian, Qing Wu, Muyu Liu, Jingyi Yu, Hongjiang Wei, Yuyao Zhang

CoRR, February, 2026

Improving 2D Diffusion Models for 3D Medical Imaging with Inter-Slice Consistent Stochasticity.

Chenhe Du, Qing Wu, Xuanyu Tian, Jingyi Yu, Hongjiang Wei, Yuyao Zhang

CoRR, February, 2026

Spatio-Temporal Continuous Fetal Body Atlas Via Latent-Conditioned Implicit Neural Representation.

Xiao Wang, Jiangjie Wu, Xuanyu Tian, Taotao Sun, Hongjiang Wei, Yuyao Zhang

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

NICE: Neural Implicit Craniofacial Model for Orthognathic Surgery Prediction.

Jiawen Yang, Yihui Cao, Xuanyu Tian, Yuyao Zhang, Hongjiang Wei

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Unsupervised Motion-Compensated Decomposition for Cardiac MRI Reconstruction via Neural Representation.

Xuanyu Tian, Lixuan Chen, Qing Wu, Xiao Wang, Jie Feng, Yuyao Zhang, Hongjiang Wei

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

SPIDER: Structure-Preferential Implicit Deep Network for Biplanar X-ray Reconstruction.

Tianqi Yu, Xuanyu Tian, Jiawen Yang, Dongming He, Jingyi Yu, Xudong Wang, Yuyao Zhang

CoRR, July, 2025

COLLATOR: Consistent spatial-temporal longitudinal atlas construction via implicit neural representation.

Lixuan Chen, Xuanyu Tian, Jiangjie Wu, Guoyan Lao, Yuyao Zhang, Hongjiang Wei

Medical Image Anal., 2025

Joint coil sensitivity and motion correction in parallel MRI with a self-calibrating score-based diffusion model.

Lixuan Chen, Xuanyu Tian, Jiangjie Wu, Ruimin Feng, Guoyan Lao, Yuyao Zhang, Hongen Liao, Hongjiang Wei

Medical Image Anal., 2025

Self-supervised denoising for high-dimensional magnetic resonance image.

Xuanyu Tian, Jiangjie Wu, Guoyan Lao, Chenhe Du, Changhao Jiang, Yanbin Li, Jeff L. Zhang, Hongjiang Wei, Yuyao Zhang

Biomed. Signal Process. Control., 2025

Blending Parametric Model and Neural Refinement: A Coarse-to-Fine Approach for Predicting Facial Changes in Orthognathic Surgery.

Jiawen Yang, Dongming He, Xuanyu Tian, Lei Ma, Jingyi Yu, Xudong Wang, Yuyao Zhang

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Accelerated 3D Thermometry Field Reconstruction from Tri-Planar Images via Cross-View Implicit Representation.

Xin Li, Xuanyu Tian, Xudong Zhao, Hongjiang Wei, Yuyao Zhang

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural Representation.

Qing Wu, Chenhe Du, Xuanyu Tian, Jingyi Yu, Yuyao Zhang, Hongjiang Wei

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Unsupervised Self-Prior Embedding Neural Representation for Iterative Sparse-View CT Reconstruction.

Xuanyu Tian, Lixuan Chen, Qing Wu, Chenhe Du, Jingjing Shi, Hongjiang Wei, Yuyao Zhang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Zero-Shot Image Denoising for High-Resolution Electron Microscopy.

Xuanyu Tian, Zhuoya Dong, Xiyue Lin, Yue Gao, Hongjiang Wei, Yanhang Ma, Jingyi Yu, Yuyao Zhang

IEEE Trans. Computational Imaging, 2024

DPER: Diffusion Prior Driven Neural Representation for Limited Angle and Sparse View CT Reconstruction.

Chenhe Du, Xiyue Lin, Qing Wu, Xuanyu Tian, Ying Su, Zhe Luo, Hongjiang Wei, S. Kevin Zhou, Jingyi Yu, Yuyao Zhang

CoRR, 2024

Zero-Shot Low-Field MRI Enhancement via Denoising Diffusion Driven Neural Representation.

Xiyue Lin, Chenhe Du, Qing Wu, Xuanyu Tian, Jingyi Yu, Yuyao Zhang, Hongjiang Wei

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Reconstructing Knee CT Volumes from Biplanar X-Rays Via Self-Supervised Neural Field.

Shuyang Lai, Xuanyu Tian, Qing Wu, Chenhe Du, Xiaojun Xu, Hongjiang Wei, Xiaojun Guan, Yuyao Zhang

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

JSMoCo: Joint Coil Sensitivity and Motion Correction in Parallel MRI with a Self-Calibrating Score-Based Diffusion Model.

Lixuan Chen, Xuanyu Tian, Jiangjie Wu, Ruimin Feng, Guoyan Lao, Yuyao Zhang, Hongjiang Wei

CoRR, 2023

Self-Supervised High-Dimentional Magnetic Resonance Image Denoising Using Super-Resolved Single Noisy Image.

Changhao Jiang, Xuanyu Tian, Yanbin Li, Jiangjie Wu, Xin Mu, Lei Zhang, Yuyao Zhang

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Noise2SR: Learning to Denoise from Super-Resolved Single Noisy Fluorescence Image.

Xuanyu Tian, Qing Wu, Hongjiang Wei, Yuyao Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022