13 citations · 17 across the 3 of their papers we have counts for
4 papers
Multi-mode Tensor Train Factorization with Spatial-spectral Regularization for Remote Sensing Images Recovery
Gaohang Yu, Shaochun Wan, Liqun Qi +1
Tensor train (TT) factorization and corresponding TT rank, which can well express the low-rankness and mode correlations of higher-order tensors, have attracted much attention in r…
T-Singular Values and T-Sketching for Third Order Tensors
Liqun Qi, Gaohang Yu
Based upon the T-SVD (tensor SVD) of third order tensors, introduced by Kilmer and her collaborators, we define T-singular values of third order tensors. T-singular values of third…
A Parallelizable Method for Missing Internet Traffic Tensor Data
Chen Ling, Gaohang Yu, Liqun Qi +1
Recovery of internet network traffic data from incomplete observed data is an important issue in internet network engineering and management. In this paper, by fully combining the…
Accelerating Power Methods for Higher-order Markov Chains
Gaohang Yu, Yi Zhou, Laishui Lv
Higher-order Markov chains play a very important role in many fields, ranging from multilinear PageRank to financial modeling. In this paper, we propose three accelerated higher-or…