Yuanyuan Liu

Bilinear Factor Matrix Norm Minimization for Robust PCA: Algorithms and Applications

Fanhua Shang, James Cheng, Yuanyuan Liu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 166 citations

Engineering, Corrupted Outliers, Image Analysis +19

Trace Norm Regularized CANDECOMP/PARAFAC Decomposition With Missing Data

Yuanyuan Liu, Fanhua Shang, Licheng Jiao et al. · IEEE Transactions on Cybernetics · 2014 · 124 citations

Sparse Representation, Engineering, Machine Learning +11

A novel machine learning method for multiaxial fatigue life prediction: Improved adaptive neuro-fuzzy inference system

Jianxiong Gao, Fei Heng, Yiping Yuan et al. · International Journal of Fatigue · 2023 · 103 citations

Novel Machine, Fuzzy Logic, Engineering +12

A fast tri-factorization method for low-rank matrix recovery and completion

Yuanyuan Liu, Licheng Jiao, Fanhua Shang · Pattern Recognition · 2012 · 74 citations

Numerical Analysis, Sparse Representation, Engineering +7

Generalized Higher Order Orthogonal Iteration for Tensor Learning and Decomposition

Yuanyuan Liu, Fanhua Shang, Wei Fan et al. · IEEE Transactions on Neural Networks and Learning Systems · 2015 · 68 citations