Publications (187)
Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations
Liang Luo, Yuxin Chen, Zhengyu Zhang +39
Model-based Deep Medical Imaging: the roadmap of generalizing iterative reconstruction model using deep learning
Jing Cheng, Haifeng Wang, Yanjie Zhu +10
SOLARIS: Speculative Offloading of Latent-bAsed Representation for Inference Scaling
Zikun Liu, Liang Luo, Qianru Li +31
One-Dimensional Quantum Confinement Effect Modulated Thermoelectric Properties in InAs Nanowires
Yuan Tian, Mohammed R. Sakr, Jesse M. Kinder +5
UEPS: Robust and Efficient MRI Reconstruction
Xiang Zhou, Hong Shang, Zijian Zhan +3
InterGSEdit: Interactive 3D Gaussian Splatting Editing with 3D Geometry-Consistent Attention Prior
Minghao Wen, Shengjie Wu, Kangkan Wang +1
One-dimensional Weak Localization of Electrons in a Single InAs Nanowire
Dong Liang, Mohammed R. Sakr, Xuan P. A. Gao
Quantum Neural Network for Accelerated Magnetic Resonance Imaging
Shuo Zhou, Yihang Zhou, Congcong Liu +4
Magneto-transport Effects in Topological Insulator BiSe Nanoribbons
Hao Tang, Dong Liang, Richard L. J. Qiu +1
Meta-Learning Enabled Score-Based Generative Model for 1.5T-Like Image Reconstruction from 0.5T MRI
Zhuo-Xu Cui, Congcong Liu, Chentao Cao +6
LINEAR: Learning Implicit Neural Representation With Explicit Physical Priors for Accelerated Quantitative T1rho Mapping
Yuanyuan Liu, Jinwen Xie, Zhuo-Xu Cui +4
Correlated and Multi-frequency Diffusion Modeling for Highly Under-sampled MRI Reconstruction
Yu Guan, Chuanming Yu, Shiyu Lu +3
DP-MDM: Detail-Preserving MR Reconstruction via Multiple Diffusion Models
Mengxiao Geng, Jiahao Zhu, Xiaolin Zhu +3
Unsupervised Decomposition Networks for Bias Field Correction in MR Image
Dong Liang, Xingyu Qiu, Kuanquan Wang +3
Two-dimensional Transport Induced Linear Magneto-Resistance in Topological Insulator BiSe Nanoribbons
Hao Tang, Dong Liang, Richard L. J. Qiu +1
Finding Local Diffusion Schrödinger Bridge using Kolmogorov-Arnold Network
Xingyu Qiu, Mengying Yang, Xinghua Ma +6
Infinity-MM: Scaling Multimodal Performance with Large-Scale and High-Quality Instruction Data
Shuhao Gu, Jialing Zhang, Siyuan Zhou +23
Explanations of MTF discrepancy in grating-based X-ray differential phase contrast CT imaging
Yuhang Tan, Jiecheng Yang, Hairong Zheng +3
Realistic Restorer: artifact-free flow restorer(AF2R) for MRI motion artifact removal
Jiandong Su, Kun Shang, Dong Liang
Automated Machine Learning in the smart construction era:Significance and accessibility for industrial classification and regression tasks
Rui Zhao, Zhongze Yang, Dong Liang +1
SuperDTI: Ultrafast diffusion tensor imaging and fiber tractography with deep learning
Hongyu Li, Zifei Liang, Chaoyi Zhang +9
A Mini Immersed Finite Element Method for Two-Phase Stokes Problems on Cartesian Meshes
Haifeng Ji, Dong Liang, Qian Zhang
Modified Meta-Thompson Sampling for Linear Bandits and Its Bayes Regret Analysis
Hao Li, Dong Liang, Zheng Xie
Group & Reweight: A Novel Cost-Sensitive Approach to Mitigating Class Imbalance in Network Traffic Classification
Wumei Du, Dong Liang, Yiqin Lv +4
Scatter correction for photon-counting detector based CBCT imaging
Xin Zhang, Ting Su, Jiongtao Zhu +3
T1rho Fractional-order Relaxation of Human Articular Cartilage
Lixian Zou, Haifeng Wang, Yanjie Zhu +8
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction
Cong Quan, Jinjie Zhou, Yuanzheng Zhu +4
Co-occurrence Background Model with Superpixels for Robust Background Initialization
Wenjun Zhou, Yuheng Deng, Bo Peng +2
MultiMedEdit: A Scenario-Aware Benchmark for Evaluating Knowledge Editing in Medical VQA
Shengtao Wen, Haodong Chen, Yadong Wang +6
HAVIR: HierArchical Vision to Image Reconstruction using CLIP-Guided Versatile Diffusion
Shiyi Zhang, Dong Liang, Hairong Zheng +1
Fast Calculation Method of Average g-Factor for Wave-CAIPI Imaging
Haifeng Wang, Zhilang Qiu, Shi Su +2
StructSR: Refuse Spurious Details in Real-World Image Super-Resolution
Yachao Li, Dong Liang, Tianyu Ding +1
Dynamic Dual-Graph Fusion Convolutional Network For Alzheimer's Disease Diagnosis
Fanshi Li, Zhihui Wang, Yifan Guo +6
CBCT scatter correction with dual-layer flat-panel detector
Xin Zhang, Jixiong Xie, Ting Su +7
Joint PET-MRI Reconstruction with Diffusion Stochastic Differential Model
Taofeng Xie, Zhuoxu Cui, Congcong Liu +9
IFR-Net: Iterative Feature Refinement Network for Compressed Sensing MRI
Yiling Liu, Qiegen Liu, Minghui Zhang +3
ACCELERATION: Sequentially-scanning DECT Imaging Using High Temporal Resolution Image Reconstruction And Temporal Extrapolation
Qiaoxin Li, Dong Liang, Yinsheng Li
Fully Kolmogorov-Arnold Deep Model in Medical Image Segmentation
Xingyu Qiu, Xinghua Ma, Dong Liang +4
Interactive Gadolinium-Free MRI Synthesis: A Transformer with Localization Prompt Learning
Linhao Li, Changhui Su, Yu Guo +3
Optimized Magnetic Resonance Fingerprinting Using Ziv-Zakai Bound
Chaoguang Gong, Yue Hu, Peng Li +6
Electrical Probing of Field-Driven Cascading Quantized Transitions of Skyrmion Cluster States in MnSi Nanowires
Haifeng Du, Dong Liang, Chiming Jin +11
Integer Binary-Range Alignment Neuron for Spiking Neural Networks
Binghao Ye, Wenjuan Li, Dong Wang +5
High temporal resolution total-body dynamic PET imaging based on pixel-level time-activity curve correction
Zixiang Chen, Yaping Wu, Na Zhang +5
Teaching AI Stepwise Diagnostic Reasoning with Report-Guided Chain-of-Thought Learning
Yihong Luo, Wenwu He, Zhuo-Xu Cui +1
Towards Globally Predictable k-Space Interpolation: A White-box Transformer Approach
Chen Luo, Qiyu Jin, Taofeng Xie +7
An Unsupervised Deep Learning Method for Multi-coil Cine MRI
Ziwen Ke, Jing Cheng, Leslie Ying +3
ALL-E: Aesthetics-guided Low-light Image Enhancement
Ling Li, Dong Liang, Yuanhang Gao +2
Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis
Zeyu Zhang, Yuanshen Zhao, Jingxian Duan +5
Variable Augmented Network for Invertible MR Coil Compression
Xianghao Liao, Shanshan Wang, Lanlan Tu +3
Is Each Layer Non-trivial in CNN?
Wei Wang, Yanjie Zhu, Zhuoxu Cui +1
One-shot Generative Prior in Hankel-k-space for Parallel Imaging Reconstruction
Hong Peng, Chen Jiang, Jing Cheng +4
Estimation of angular sensitivity for X-ray interferometers with multiple phase gratings
Jianwei Chen, Jiecheng Yang, Peiping Zhu +5
HOComp: Interaction-Aware Human-Object Composition
Dong Liang, Jinyuan Jia, Yuhao Liu +1
DIR-DBTnet: Deep iterative reconstruction network for 3D digital breast tomosynthesis imaging
Ting Su, Xiaolei Deng, Zhenwei Wang +5
Deep Low-rank Prior in Dynamic MR Imaging
Ziwen Ke, Wenqi Huang, Jing Cheng +8
SRE-CNN: A Spatiotemporal Rotation-Equivariant CNN for Cardiac Cine MR Imaging
Yuliang Zhu, Jing Cheng, Zhuo-Xu Cui +3
Highly accelerated MR parametric mapping by undersampling the k-space and reducing the contrast number simultaneously with deep learning
Yanjie Zhu, Haoxiang Li, Yuanyuan Liu +5
EgoAdapt: Enhancing Robustness in Egocentric Interactive Speaker Detection Under Missing Modalities
Xinyuan Qian, Xinjia Zhu, Alessio Brutti +1
Anchor Retouching via Model Interaction for Robust Object Detection in Aerial Images
Dong Liang, Qixiang Geng, Zongqi Wei +4
MRI Reconstruction Using Deep Energy-Based Model
Yu Guan, Zongjiang Tu, Shanshan Wang +3
Learning Calibrated-Guidance for Object Detection in Aerial Images
Zongqi Wei, Dong Liang, Dong Zhang +4
Physics-Informed DeepMRI: Bridging the Gap from Heat Diffusion to k-Space Interpolation
Zhuo-Xu Cui, Congcong Liu, Xiaohong Fan +11
Single-shot wide-field optical section imaging
Yuyao Hu, Dong Liang, Jing Wang +4
Back to Physics: Operator-Guided Generative Paths for SMS MRI Reconstruction
Zhibo Chen, Yu Guan, Yajuan Huang +5
Connectional-Style-Guided Contextual Representation Learning for Brain Disease Diagnosis
Gongshu Wang, Ning Jiang, Yunxiao Ma +6
Simultaneously improving multiple imaging parameters with scattering media
Fu Zhao, Shuman Du, Dong Liang +1
Denoising Auto-encoding Priors in Undecimated Wavelet Domain for MR Image Reconstruction
Siyuan Wang, Junjie Lv, Yuanyuan Hu +3
AquilaMoE: Efficient Training for MoE Models with Scale-Up and Scale-Out Strategies
Bo-Wen Zhang, Liangdong Wang, Ye Yuan +24
Fast Sampling for Linear Inverse Problems of Vectors and Tensors using Multilinear Extensions
Hao Li, Dong Liang, Zixi Zhou +1
Improvements and Experiments of a Compact Statistical Background Model
Dong Liang, Shun'ichi Kaneko
LBF:Learnable Bilateral Filter For Point Cloud Denoising
Huajian Si, Zeyong Wei, Zhe Zhu +4
PS-Net: Learned Partially Separable Model for Dynamic MR Imaging
Chentao Cao, Zhuo-Xu Cui, Qingyong Zhu +3
PIE: Physics-inspired Low-light Enhancement
Dong Liang, Zhengyan Xu, Ling Li +2
MPI: Multi-receptive and Parallel Integration for Salient Object Detection
Han Sun, Jun Cen, Ningzhong Liu +2
Structure and Smoothness Constrained Dual Networks for MR Bias Field Correction
Dong Liang, Xingyu Qiu, Yuzhen Li +4
Accurate myocardial T1 mapping at 5T using an improved MOLLI method: A validation study
Linqi Ge, Yinuo Zhao, Yubo Guo +7
Convex Latent-Optimized Adversarial Regularizers for Imaging Inverse Problems
Huayu Wang, Chen Luo, Taofeng Xie +4
Total-Body Low-Dose CT Image Denoising using Prior Knowledge Transfer Technique with Contrastive Regularization Mechanism
Minghan Fu, Yanhua Duan, Zhaoping Cheng +4
Droplet break-up with negative momentum Fluid Dynamics Videos
Laurent Tanguy, Dong Liang, Roland Zengerle +1
Dual-domain Attention-based Deep Network for Sparse-view CT Artifact Reduction
Xiang Gao, Ting Su, Jiongtao Zhu +7
Active Terahertz Imaging Dataset for Concealed Object Detection
Dong Liang, Fei Xue, Ling Li
Diff-DTI: Fast Diffusion Tensor Imaging Using A Feature-Enhanced Joint Diffusion Model
Lang Zhang, Jinling He, Dong Liang +2
Learning Priors in High-frequency Domain for Inverse Imaging Reconstruction
Zhuonan He, Jinjie Zhou, Dong Liang +2
A New Deep Learning Method for Image Deblurring in Optical Microscopic Systems
Huangxuan Zhao, Ziwen Ke, Ningbo Chen +8
K-space Gaussian Representation for Parallel MRI
Yu Guan, Mingyu Hu, Jiale Hu +3
Unsupervised patch-based dynamic MRI reconstruction using learnable tensor function with implicit neural representation
Yuanyuan Liu, Yuanbiao Yang, Jing Cheng +8
Deep unfolding as iterative regularization for imaging inverse problems
Zhuo-Xu Cui, Qingyong Zhu, Jing Cheng +1
MBA-RainGAN: Multi-branch Attention Generative Adversarial Network for Mixture of Rain Removal from Single Images
Yiyang Shen, Yidan Feng, Sen Deng +4
MUS-CDB: Mixed Uncertainty Sampling with Class Distribution Balancing for Active Annotation in Aerial Object Detection
Dong Liang, Jing-Wei Zhang, Ying-Peng Tang +1
CRDN: Cascaded Residual Dense Networks for Dynamic MR Imaging with Edge-enhanced Loss Constraint
Ziwen Ke, Shanshan Wang, Huitao Cheng +4
K-space Diffusion Model Based MR Reconstruction Method for Simultaneous Multislice Imaging
Ting Zhao, Zhuoxu Cui, Congcong Liu +4
Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation
Kaiwen Huang, Tao Zhou, Huazhu Fu +4
Positive Contrast Susceptibility MR Imaging Using GPU-based Primal-Dual Algorithm
Haifeng Wang, Fang Cai, Caiyun Shi +7
Model-driven CT reconstruction algorithm for nano-resolution X-ray phase contrast imaging
Xuebao Cai, Yuhang Tan, Ting Su +5
ISA-Net: Improved spatial attention network for PET-CT tumor segmentation
Zhengyong Huang, Sijuan Zou, Guoshuai Wang +11
CogGen: Cognitive-Load-Inspired Fully Unsupervised Deep Generative Modeling for Compressively Sampled MRI Reconstruction
Qingyong Zhu, Yumin Tan, Xiang Gu +1
Continuous Exposure-Time Modeling for Realistic Atmospheric Turbulence Synthesis
Junwei Zeng, Dong Liang, Sheng-Jun Huang +2
Myocardial T1 mapping at 5T using multi-inversion recovery real-time spoiled GRE
Linqi Ge, Yihang Zhang, Huibin Zhu +6
Sequential-Scanning Dual-Energy CT Imaging Using High Temporal Resolution Image Reconstruction and Error-Compensated Material Basis Image Generation
Qiaoxin Li, Ruifeng Chen, Peng Wang +4
High-dimensional Embedding Prior for Noisy K-space Domain MRIReconstruction
Yu Guan, Tianjia Huang, Qinrong Cai +3