Longhao Yuan

Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion

Longhao Yuan, Chao Li, Danilo P. Mandic et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 167 citations · Full text

Tensor Ring, Sparse Representation, Engineering +15

Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation

Wei He, Naoto Yokoya, Longhao Yuan et al. · IEEE Transactions on Geoscience and Remote Sensing · 2019 · 135 citations

Tensor Ring, Image Reconstruction, Engineering +19

Learning Efficient Tensor Representations with Ring-structured Networks

Qibin Zhao, Masashi Sugiyama, Longhao Yuan et al. · 2019 · 78 citations

Geometric Learning, Image Analysis, Machine Learning +15

High-order tensor completion via gradient-based optimization under tensor train format

Longhao Yuan, Qibin Zhao, Lihua Gui et al. · Signal Processing Image Communication · 2018 · 53 citations

Matrix Factorization, Machine Learning, Large Scale Optimization +3

Higher-dimension Tensor Completion via Low-rank Tensor Ring Decomposition

Longhao Yuan, Jianting Cao, Xuyang Zhao et al. · 2018 · 44 citations

Tensor Ring, Sparse Representation, Image Analysis +12