Yifei Lou - RankMe

83 papers A* 3A 2B 4C 1Misc 3Journal 63Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A General Framework for Group Sparsity in Hyperspectral Unmixing Using Endmember Bundles. J. Math. Imaging Vis. Gokul Bhusal, Yifei Lou, Cristina Garcia-Cardona, Ekaterina Merkurjev
2026	J	`jnl`	Tensor Dynamic Mode Decomposition. IEEE Signal Process. Lett. Ziqin He, Mengqi Hu, Yifei Lou, Can Chen
2025	J	`jnl`	A General Framework for Group Sparsity in Hyperspectral Unmixing Using Endmember Bundles. CoRR Gokul Bhusal, Yifei Lou, Cristina Garcia-Cardona, Ekaterina Merkurjev
2025	J	`jnl`	A Gradient-Based Optimization Method Using the Koopman Operator. SIAM J. Appl. Dyn. Syst. Mengqi Hu, Bian Li, Yi-An Ma, Yifei Lou, Xiu Yang
2025	J	`jnl`	A Plug-and-Play Framework for Volumetric Light-Sheet Image Reconstruction. CoRR Yi Gong, Xinyuan Zhang, Jichen Chai, Yichen Ding, Yifei Lou
2025	A	`conf`	Evidential Uncertainty Probes for Graph Neural Networks. AISTATS Linlin Yu, Kangshuo Li, Pritom Kumar Saha, Yifei Lou, Feng Chen
2025	J	`jnl`	Evidential Uncertainty Probes for Graph Neural Networks. CoRR Linlin Yu, Kangshuo Li, Pritom Kumar Saha, Yifei Lou, Feng Chen
2025	J	`jnl`	Image Denoising Using Transformed L1 (TL1) Regularization via ADMM. CoRR Nabiha Choudhury, Jianqing Jia, Yifei Lou
2025	A	`conf`	Noisy Low-Rank Matrix Completion via Transformed L AISTATS Kun Zhao, Jiayi Wang, Yifei Lou
2025	J	`jnl`	Tensor Dynamic Mode Decomposition. CoRR Ziqin He, Mengqi Hu, Yifei Lou, Can Chen
2025	J	`jnl`	Tensor Robust Principal Component Analysis via the Tensor Nuclear Over Frobenius Norm. J. Sci. Comput. Huiwen Zheng, Yifei Lou, Guoliang Tian, Chao Wang
2025	J	`jnl`	Tensor robust principal component analysis via the tensor nuclear over Frobenius norm. CoRR Huiwen Zheng, Yifei Lou, Guoliang Tian, Chao Wang
2024	J	`jnl`	A Generalized Formulation for Group Selection via ADMM. J. Sci. Comput. Chengyu Ke, Sunyoung Shin, Yifei Lou, Miju Ahn
2024	J	`jnl`	A Scale-Invariant Relaxation in Low-Rank Tensor Recovery with an Application to Tensor Completion. SIAM J. Imaging Sci. Huiwen Zheng, Yifei Lou, Guoliang Tian, Chao Wang
2024	—	`conf`	A low-rank tensor reconstruction and denoising method for enhancing CNN performance. SSIAI Rohin Harikumar, Susan E. Minkoff, Yifei Lou
2024	J	`jnl`	Poissonian Image Restoration Via the L J. Sci. Comput. Mujibur Rahman Chowdhury, Chao Wang, Yifei Lou
2024	J	`jnl`	Time-Varying Graph Signal Recovery Using High-Order Smoothness and Adaptive Low-rankness. CoRR Weihong Guo, Yifei Lou, Jing Qin, Ming Yan
2024	A*	`conf`	Uncertainty-aware Graph-based Hyperspectral Image Classification. ICLR Linlin Yu, Yifei Lou, Feng Chen
2023	J	`jnl`	Accelerated Sparse Recovery via Gradient Descent with Nonlinear Conjugate Gradient Momentum. J. Sci. Comput. Mengqi Hu, Yifei Lou, Bao Wang, Ming Yan, Xiu Yang, Qiang Ye
2023	J	`jnl`	Difference of anisotropic and isotropic TV for segmentation under blur and Poisson noise. Frontiers Comput. Sci. Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin
2023	J	`jnl`	Efficient Image Segmentation Framework with Difference of Anisotropic and Isotropic Total Variation for Blur and Poisson Noise Removal. CoRR Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin
2023	J	`jnl`	Graph-Based Active Learning for Nearly Blind Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Bohan Chen, Yifei Lou, Andrea L. Bertozzi, Jocelyn Chanussot
2023	A*	`conf`	Improvements on Uncertainty Quantification for Node Classification via Distance Based Regularization. NeurIPS Russell Hart, Linlin Yu, Yifei Lou, Feng Chen
2023	J	`jnl`	Improvements on Uncertainty Quantification for Node Classification via Distance-Based Regularization. CoRR Russell Alan Hart, Linlin Yu, Yifei Lou, Feng Chen
2023	J	`jnl`	Low-Rank Tensor Data Reconstruction and Denoising via ADMM: Algorithm and Convergence Analysis. J. Sci. Comput. Jonathan Popa, Yifei Lou, Susan E. Minkoff
2023	J	`jnl`	Minimizing Quotient Regularization Model. CoRR Chao Wang, Jean-François Aujol, Guy Gilboa, Yifei Lou
2023	Misc	`conf`	Non-Convex Approaches for Low-Rank Tensor Completion under Tubal Sampling. ICASSP Zheng Tan, Longxiu Huang, HanQin Cai, Yifei Lou
2023	J	`jnl`	Non-convex approaches for low-rank tensor completion under tubal sampling. CoRR Zheng Tan, Longxiu Huang, HanQin Cai, Yifei Lou
2023	B	`conf`	Weighted Anisotropic-Isotropic Total Variation for Poisson Denoising. ICIP Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin
2023	J	`jnl`	Weighted Anisotropic-Isotropic Total Variation for Poisson Denoising. CoRR Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin
2022	J	`jnl`	A General Framework of Rotational Sparse Approximation in Uncertainty Quantification. SIAM/ASA J. Uncertain. Quantification Mengqi Hu, Yifei Lou, Xiu Yang
2022	J	`jnl`	A Smoothing and Thresholding Image Segmentation Framework with Weighted Anisotropic-Isotropic Total Variation. CoRR Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin
2022	B	`conf`	Combining Dynamic Mode Decomposition and Difference-in-Differences in an Analysis of At-Risk Youth. IEEE Big Data Marc Andrew Choi, Siyu Huang, Hengyuan Qi, Marco Scialanga, Emerson McMullen, Axel Sanchez Moreno, Yifei Lou, Andrea L. Bertozzi, P. Jeffrey Brantingham
2021	J	`jnl`	A Novel Regularization Based on the Error Function for Sparse Recovery. J. Sci. Comput. Weihong Guo, Yifei Lou, Jing Qin, Ming Yan
2021	J	`jnl`	A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image Segmentation. SIAM J. Imaging Sci. Kevin Bui, Fredrick Park, Yifei Lou, Jack Xin
2021	J	`jnl`	Blind Hyperspectral Unmixing Based on Graph Total Variation Regularization. IEEE Trans. Geosci. Remote. Sens. Jing Qin, Harlin Lee, Jocelyn T. Chi, Lucas Drumetz, Jocelyn Chanussot, Yifei Lou, Andrea L. Bertozzi
2021	J	`jnl`	Implicit Regularization Effects of the Sobolev Norms in Image Processing. CoRR Yunan Yang, Jingwei Hu, Yifei Lou
2021	J	`jnl`	Iteratively Reweighted Group Lasso Based on Log-Composite Regularization. SIAM J. Sci. Comput. Chengyu Ke, Miju Ahn, Sunyoung Shin, Yifei Lou
2021	J	`jnl`	Limited-Angle CT Reconstruction via the L SIAM J. Imaging Sci. Chao Wang, Min Tao, James G. Nagy, Yifei Lou
2021	J	`jnl`	Minimizing L1 over L2 norms on the gradient. CoRR Chao Wang, Min Tao, Chen-Nee Chuah, James G. Nagy, Yifei Lou
2021	J	`jnl`	Probabilistic Structure Learning for EEG/MEG Source Imaging With Hierarchical Graph Priors. IEEE Trans. Medical Imaging Feng Liu, Li Wang, Yifei Lou, Ren-Cang Li, Patrick L. Purdon
2020	J	`jnl`	A Novel Regularization Based on the Error Function for Sparse Recovery. CoRR Weihong Guo, Yifei Lou, Jing Qin, Ming Yan
2020	J	`jnl`	A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image Segmentation. CoRR Kevin Bui, Fredrick Park, Yifei Lou, Jack Xin
2020	J	`jnl`	Accelerated Schemes for the $L_1/L_2$ Minimization. IEEE Trans. Signal Process. Chao Wang, Ming Yan, Yaghoub Rahimi, Yifei Lou
2020	J	`jnl`	Limited-angle CT reconstruction via the L1/L2 minimization. CoRR Chao Wang, Min Tao, James G. Nagy, Yifei Lou
2020	J	`jnl`	Non-blind and Blind Deconvolution Under Poisson Noise Using Fractional-Order Total Variation. J. Math. Imaging Vis. Mujibur Rahman Chowdhury, Jing Qin, Yifei Lou
2019	—	`conf`	A Neural Network Approach for Image Reconstruction from a Single X-Ray Projection. MIUA Samiha Rouf, Chenyang Shen, Yan Cao, Conner Davis, Xun Jia, Yifei Lou
2019	J	`jnl`	A Scale-Invariant Approach for Sparse Signal Recovery. SIAM J. Sci. Comput. Yaghoub Rahimi, Chao Wang, Hongbo Dong, Yifei Lou
2019	—	`conf`	Fast Blind Hyperspectral Unmixing Based On Graph Laplacian. WHISPERS Jing Qin, Harlin Lee, Jocelyn T. Chi, Yifei Lou, Jocelyn Chanussot, Andrea L. Bertozzi
2019	Misc	`conf`	L1-2 Regularized Logistic Regression. ACSSC Jing Qin, Yifei Lou
2019	J	`jnl`	Phase Retrieval for Binary Signals: Box Relaxation and Uniqueness. CoRR Wing Hong Wong, Yifei Lou, Tieyong Zeng
2019	J	`jnl`	Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior. CoRR Feng Liu, Li Wang, Yifei Lou, Ren-Cang Li, Patrick L. Purdon
2018	J	`jnl`	A Scale Invariant Approach for Sparse Signal Recovery. CoRR Yaghoub Rahimi, Chao Wang, Hongbo Dong, Yifei Lou
2018	—	`conf`	Empirical Studies on Phase Retrieval. IVMSP Russell Hart, Huibin Chang, Yifei Lou
2018	—	`conf`	Estimating Latent Brain Sources with Low-Rank Representation and Graph Regularization. BI Feng Liu, Shouyi Wang, Jing Qin, Yifei Lou, Jay M. Rosenberger
2018	J	`jnl`	Fast L1-L2 Minimization via a Proximal Operator. J. Sci. Comput. Yifei Lou, Ming Yan
2018	J	`jnl`	Multienergy Cone-Beam Computed Tomography Reconstruction with a Spatial Spectral Nonlocal Means Algorithm. SIAM J. Imaging Sci. Bin Li, Chenyang Shen, Yujie Chi, Ming Yang, Yifei Lou, Linghong Zhou, Xun Jia
2018	J	`jnl`	Total Variation-Based Phase Retrieval for Poisson Noise Removal. SIAM J. Imaging Sci. Huibin Chang, Yifei Lou, Yuping Duan, Stefano Marchesini
2018	J	`jnl`	Variational Phase Retrieval with Globally Convergent Preconditioned Proximal Algorithm. SIAM J. Imaging Sci. Huibin Chang, Stefano Marchesini, Yifei Lou, Tieyong Zeng
2017	J	`jnl`	Graph Regularized EEG Source Imaging with In-Class Consistency and Out-Class Discrimination. IEEE Trans. Big Data Feng Liu, Jay M. Rosenberger, Yifei Lou, Rahilsadat Hosseini, Jianzhong Su, Shouyi Wang
2017	B	`conf`	Group-based truncated l1-2 model for image inpainting. ICIP Tian-Hui Ma, Yifei Lou, Ting-Zhu Huang, Xi-Le Zhao
2017	J	`jnl`	Image deblurring with an inaccurate blur kernel using a group-based low-rank image prior. Inf. Sci. Tian-Hui Ma, Ting-Zhu Huang, Xi-Le Zhao, Yifei Lou
2017	J	`jnl`	Truncated l SIAM J. Imaging Sci. Tian-Hui Ma, Yifei Lou, Ting-Zhu Huang
2016	B	`conf`	A weighted difference of anisotropic and isotropic total variation for relaxed Mumford-Shah image segmentation. ICIP Fredrick Park, Yifei Lou, Jack Xin
2016	J	`jnl`	Fast L CoRR Yifei Lou, Ming Yan
2016	J	`jnl`	Phase Retrieval from Incomplete Magnitude Information via Total Variation Regularization. SIAM J. Sci. Comput. Huibin Chang, Yifei Lou, Michael K. Ng, Tieyong Zeng
2016	J	`jnl`	Point Source Super-resolution Via Non-convex L J. Sci. Comput. Yifei Lou, Penghang Yin, Jack Xin
2016	J	`jnl`	Variational Multiplicative Noise Removal by DC Programming. J. Sci. Comput. Zhi Li, Yifei Lou, Tieyong Zeng
2015	J	`jnl`	A Weighted Difference of Anisotropic and Isotropic Total Variation Model for Image Processing. SIAM J. Imaging Sci. Yifei Lou, Tieyong Zeng, Stanley J. Osher, Jack Xin
2015	—	`conf`	Computational Aspects of Constrained L 1-L 2 Minimization for Compressive Sensing. MCO (1) Yifei Lou, Stanley J. Osher, Jack Xin
2015	J	`jnl`	Computing Sparse Representation in a Highly Coherent Dictionary Based on Difference of L J. Sci. Comput. Yifei Lou, Penghang Yin, Qi He, Jack Xin
2015	J	`jnl`	Minimization of ℓ SIAM J. Sci. Comput. Penghang Yin, Yifei Lou, Qi He, Jack Xin
2014	J	`jnl`	A Linear Systems Approach to Imaging Through Turbulence. J. Math. Imaging Vis. Mario Micheli, Yifei Lou, Stefano Soatto, Andrea L. Bertozzi
2014	J	`jnl`	Partially Blind Deblurring of Barcode from Out-of-Focus Blur. SIAM J. Imaging Sci. Yifei Lou, Ernie Esser, Hongkai Zhao, Jack Xin
2013	J	`jnl`	A Method for Finding Structured Sparse Solutions to Nonnegative Least Squares Problems with Applications. SIAM J. Imaging Sci. Ernie Esser, Yifei Lou, Jack Xin
2013	J	`jnl`	Joint CT/CBCT deformable registration and CBCT enhancement for cancer radiotherapy. Medical Image Anal. Yifei Lou, Tianye Niu, Xun Jia, Patricio A. Vela, Lei Zhu, Allen R. Tannenbaum
2013	J	`jnl`	Multimodal Deformable Registration of Traumatic Brain Injury MR Volumes via the Bhattacharyya Distance. IEEE Trans. Biomed. Eng. Yifei Lou, Andrei Irimia, Patricio A. Vela, Micah C. Chambers, John D. Van Horn, Paul M. Vespa, Allen R. Tannenbaum
2011	J	`jnl`	Direct Sparse Deblurring. J. Math. Imaging Vis. Yifei Lou, Andrea L. Bertozzi, Stefano Soatto
2010	—	`conf`	4D Computed Tomography Reconstruction from Few-Projection Data via Temporal Non-local Regularization. MICCAI (1) Xun Jia, Yifei Lou, Bin Dong, Zhen Tian, Steve B. Jiang
2010	J	`jnl`	Image Recovery via Nonlocal Operators. J. Sci. Comput. Yifei Lou, Xiaoqun Zhang, Stanley J. Osher, Andrea L. Bertozzi
2009	C	`conf`	A Dynamic CT Image Reconstruction Method by Inducing Prior Information from PCA Analysis. ICMLA Xun Jia, Yifei Lou, Ruijiang Li, Xuejun Gu, John Levis, Steve B. Jiang
2009	Misc	`conf`	Nonlocal Similarity Image Filtering. ICIAP Yifei Lou, Paolo Favaro, Stefano Soatto, Andrea L. Bertozzi
2007	A*	`conf`	Autocalibration and Uncalibrated Reconstruction of Shape from Defocus. CVPR Yifei Lou, Paolo Favaro, Andrea L. Bertozzi, Stefano Soatto