Fast Multi-contrast MRI Reconstruction. - Junzhou Huang; Chen Chen 003; Leon Axel (MICCAI (1), 2012)

Compressive Sensing MRI with Wavelet Tree Sparsity. - Chen Chen 003; Junzhou Huang (NIPS, 2012)

Learning with Forest Sparsity - Chen Chen 003; Yeqing Li; Junzhou Huang (CoRR, 2012)

Calibrationless Parallel MRI with Joint Total Variation Regularization. - Chen Chen 003; Yeqing Li; Junzhou Huang (MICCAI (3), 2013)

Sub-Selective Quantization for Large-Scale Image Search. - Yeqing Li; Chen Chen 003; Wei Liu 005; Junzhou Huang (AAAI, 2014)

Preconditioning for Accelerated Iteratively Reweighted Least Squares in Structured Sparsity Reconstruction. - Chen Chen 003; Junzhou Huang; Lei He 001; Hongsheng Li 001 (CVPR, 2014)

Image Fusion with Local Spectral Consistency and Dynamic Gradient Sparsity. - Chen Chen 003; Yeqing Li; Wei Liu 005; Junzhou Huang (CVPR, 2014)

O(1) Algorithms for Overlapping Group Sparsity. - Chen Chen 003; Zhongxing Peng; Junzhou Huang (ICPR, 2014)

Transformation-Invariant Collaborative Sub-representation. - Yeqing Li; Chen Chen 003; Junzhou Huang (ICPR, 2014)

Exploiting both intra-quadtree and inter-spatial structures for multi-contrast MRI. - Chen Chen 003; Junzhou Huang (ISBI, 2014)

2D diffuse optical imaging using clustered sparsity. - Chen Chen 003; Fenghua Tian; Jixing Yao; Hanli Liu; Junzhou Huang (ISBI, 2014)

Real Time Dynamic MRI with Dynamic Total Variation. - Chen Chen 003; Yeqing Li; Leon Axel; Junzhou Huang (MICCAI (1), 2014)

Instrument Tracking via Online Learning in Retinal Microsurgery. - Yeqing Li; Chen Chen 003; Xiaolei Huang 001; Junzhou Huang (MICCAI (1), 2014)

Fast Iteratively Reweighted Least Squares Algorithms for Analysis-Based Sparsity Reconstruction. - Chen Chen 003; Junzhou Huang; Lei He 001; Hongsheng Li 001 (CoRR, 2014)

SIRF: Simultaneous Image Registration and Fusion in A Unified Framework. - Chen Chen 003; Yeqing Li; Wei Liu 005; Junzhou Huang (CoRR, 2014)

The benefit of tree sparsity in accelerated MRI. - Chen Chen 003; Junzhou Huang (Medical Image Anal., 2014)

Diffuse Optical Tomography Enhanced by Clustered Sparsity for Functional Brain Imaging. - Chen Chen 003; Fenghua Tian; Hanli Liu; Junzhou Huang (IEEE Trans. Medical Imaging, 2014)

Forest Sparsity for Multi-Channel Compressive Sensing. - Chen Chen 003; Yeqing Li; Junzhou Huang (IEEE Trans. Signal Process., 2014)

Deep sparse representation for robust image registration. - Yeqing Li; Chen Chen 003; Fei Yang 001; Junzhou Huang (CVPR, 2015)

Multi-frequency diffuse optical tomography for cancer detection. - Chen Chen 003; Venkaiah C. Kavuri; Xinlong Wang; Ruoyu Li 002; Hanli Liu; Junzhou Huang (ISBI, 2015)

Robust image registration in the gradient domain. - Yeqing Li; Chen Chen 003; Jinghao Zhou; Junzhou Huang (ISBI, 2015)

SIRF: Simultaneous Satellite Image Registration and Fusion in a Unified Framework. - Chen Chen 003; Yeqing Li; Wei Liu 005; Junzhou Huang (IEEE Trans. Image Process., 2015)

Robust Image and Video Dehazing with Visual Artifact Suppression via Gradient Residual Minimization. - Chen Chen 003; Minh N. Do; Jue Wang 001 (ECCV (2), 2016)

Semantic Image Inpainting with Perceptual and Contextual Losses. - Raymond A. Yeh; Chen Chen 003; Teck-Yian Lim; Mark Hasegawa-Johnson; Minh N. Do (CoRR, 2016)

Infrared and visible image fusion using total variation model. - Yong Ma 001; Jun Chen 019; Chen Chen 003; Fan Fan 001; Jiayi Ma 001 (Neurocomputing, 2016)

Infrared and visible image fusion via gradient transfer and total variation minimization. - Jiayi Ma 001; Chen Chen 003; Chang Li 001; Jun Huang 008 (Inf. Fusion, 2016)

Semantic Image Inpainting with Deep Generative Models. - Raymond A. Yeh; Chen Chen 003; Teck-Yian Lim; Alexander G. Schwing; Mark Hasegawa-Johnson; Minh N. Do (CVPR, 2017)

Accelerated Stereo Matching for Autonomous Vehicles using An Upright Pinhole Camera Model. - Chen Chen 003; Jiangbo Lu; Do-Kyoung Kwon; Darnell Moore; Minh N. Do (Autonomous Vehicles and Machines, 2017)

Learning to See in the Dark. - Chen Chen 003; Qifeng Chen; Jia Xu; Vladlen Koltun (CVPR, 2018)

Image Restoration with Deep Generative Models. - Raymond A. Yeh; Teck-Yian Lim; Chen Chen 003; Alexander G. Schwing; Mark Hasegawa-Johnson; Minh N. Do (ICASSP, 2018)

Fast iteratively reweighted least squares algorithms for analysis-based sparse reconstruction. - Chen Chen 003; Lei He 001; Hongsheng Li 001; Junzhou Huang (Medical Image Anal., 2018)

Hierarchical Sparse Representation for Robust Image Registration. - Yeqing Li; Chen Chen 003; Fei Yang 001; Junzhou Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Image processing and synthesis: From hand-crafted to data-driven modeling - Chen Chen 003 (2018)

Seeing Motion in the Dark. - Chen Chen 003; Qifeng Chen; Minh N. Do; Vladlen Koltun (ICCV, 2019)

DarkDiff: Advancing Low-Light Raw Enhancement by Retasking Diffusion Models for Camera ISP. - Amber Yijia Zheng; Yu Zhang; Jun Hu; Raymond A. Yeh; Chen Chen 003 (CoRR, 2025)