Publications

You can also find my articles on Google Scholar.

Highlights

J. Hu, B. Song, X. Xu, L. Shen, J. A. Fessler.
Learning Image Priors through Patch-based Diffusion Models for Solving Inverse Problems
Advances in Neural Information Processing Systems, 2024.
J. Hu★, B. Song★, Z. Luo, J. A. Fessler, L. Shen.
DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction.
Advances in Neural Information Processing Systems, 2024.

J. Hu★, Z. Li★, X. Xu, L. Shen, J. A. Fessler.
Accelerated Wirtinger Flow With Score-Based Image Prior for Holographic Phase Retrieval in Poisson-Gaussian Noise Conditions.
IEEE Transactions in Computational Imaging (TCI), 2024.
J. Hu, B. T.-W. Lin, J. H. Vega, N. R.-L. Tsiang.
Predictive Models of Driver Deceleration and Acceleration Responses to Lead Vehicle Cutting in and Out
Transportation Research Record: Journal of the Transportation Research Record, 2022, pp. 92-102.
T. Hong, X. Xu, J. Hu, J. A. Fessler.
Provable Preconditioned Plug-and-Play Approach for Compressed Sensing MRI Reconstruction
IEEE Transactions in Computational Imaging (TCI), 2024.
X. Xu, M. Klasky, M. T. McCann, J. Hu, J. A. Fessler.
Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction
IEEE Transactions in Computational Imaging (TCI) (under review), 2024.
T. Hong, Z. Xu, J. Hu, J. A. Fessler.
On Adapting Randomized Nystrom Preconditioners to Accelerate Variational Image Reconstruction
IEEE Transactions in Computational Imaging (TCI) (under review), 2024.
Z. Li, Y. Jia, X. Xu, J. Hu, J. A. Fessler, Y. Dewaraja.
Shorter SPECT Scans Using Self-supervised Coordinate Learning to Synthesize Skipped Projection Views
European Journal of Nuclear Medicine and Molecular Imaging (under review), 2024.