Publications
Selected Publications
2026
WDK-Net: Lightweight Wavelet Diffusion with Kolmogorov–Arnold Network for Limited-angle Cardiac CT Reconstruction
IEEE Transactions on Medical Imaging
Co-corresponding author.
2025
Staged and Physics-Grounded Learning Framework with Hyperintensity Prior for Pre-Contrast MRI Synthesis
International Conference on Machine Learning (ICML)
2024
Hyper-compression: Model Compression via Hyperfunction
Accepted in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
Co-first author.
2023
Simulation of Arbitrary Level Contrast Dose in MRI Using an Iterative Global Transformer Model
Medical Image Computing and Computer-Assisted Intervention (MICCAI)
2023
CTformer: Convolution-free Token2Token Dilated Vision Transformer for Low-Dose CT Denoising
Physics in Medicine & Biology, 68(6), 065012
2022
Manifoldron: Direct Space Partition via Manifold Discovery
Accepted in IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
Co-first author.
Additional Publications
2025
Photon-Counting CT Reconstruction Using Separable Attention-Based Tensor Neural Network Prior
IEEE ISBI
2024
Gradient Guided Co-retention Feature Pyramid Network for LDCT Image Denoising
MICCAI
2023
Masked Autoencoders for Low-Dose CT Denoising
IEEE ISBI
2023
LoMAE: Low Level Vision Masked Autoencoders for Low-Dose CT Denoising
Accepted in IEEE JBHI
2021
TED-Net: Convolution-Free T2T Vision Transformer-Based Encoder-Decoder Dilation Network for Low-Dose CT Denoising
MLMI
2021
On a Sparse Shortcut Topology of Artificial Neural Networks
IEEE Transactions on Artificial Intelligence, 3(4), 595–608
2017
Weighting Features Before Applying Machine Learning Methods to Pulsar Search
ICIS