| 2025 | AISTATS | Evidential Uncertainty Probes for Graph Neural Networks. | Linlin Yu, Kangshuo Li, Pritom Kumar Saha, Yifei Lou, Feng Chen |
| 2025 | AISTATS | Noisy Low-Rank Matrix Completion via Transformed L | Kun Zhao, Jiayi Wang, Yifei Lou |
| 2024 | ICLR | Uncertainty-aware Graph-based Hyperspectral Image Classification. | Linlin Yu, Yifei Lou, Feng Chen |
| 2023 | ICASSP | Non-Convex Approaches for Low-Rank Tensor Completion under Tubal Sampling. | Zheng Tan, Longxiu Huang, HanQin Cai, Yifei Lou |
| 2023 | ICIP | Weighted Anisotropic-Isotropic Total Variation for Poisson Denoising. | Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin |
| 2019 | ACSSC | L1-2 Regularized Logistic Regression. | Jing Qin, Yifei Lou |
| 2017 | ICIP | Group-based truncated l1-2 model for image inpainting. | Tian-Hui Ma, Yifei Lou, Ting-Zhu Huang, Xi-Le Zhao |
| 2016 | ICIP | A weighted difference of anisotropic and isotropic total variation for relaxed Mumford-Shah image segmentation. | Fredrick Park, Yifei Lou, Jack Xin |
| 2010 | MICCAI | 4D Computed Tomography Reconstruction from Few-Projection Data via Temporal Non-local Regularization. | Xun Jia, Yifei Lou, Bin Dong, Zhen Tian, Steve B. Jiang |
| 2009 | ICIAP | Nonlocal Similarity Image Filtering. | Yifei Lou, Paolo Favaro, Stefano Soatto, Andrea L. Bertozzi |
| 2009 | ICMLA | A Dynamic CT Image Reconstruction Method by Inducing Prior Information from PCA Analysis. | Xun Jia, Yifei Lou, Ruijiang Li, Xuejun Gu, John Levis, Steve B. Jiang |
| 2007 | CVPR | Autocalibration and Uncalibrated Reconstruction of Shape from Defocus. | Yifei Lou, Paolo Favaro, Andrea L. Bertozzi, Stefano Soatto |