Completion of High Order Tensor Data with Missing Entries via Tensor-Train Decomposition. - Longhao Yuan; Qibin Zhao; Jianting Cao (ICONIP (1), 2017)

Patients' EEG Data Analysis via Spectrogram Image with a Convolution Neural Network. - Longhao Yuan; Jianting Cao (KES-IDT (1), 2017)

Higher-dimension Tensor Completion via Low-rank Tensor Ring Decomposition. - Longhao Yuan; Jianting Cao; Xuyang Zhao; Qiang Wu 009; Qibin Zhao (APSIPA, 2018)

High-Order Tensor Completion for Data Recovery via Sparse Tensor-Train Optimization. - Longhao Yuan; Qibin Zhao; Jianting Cao (ICASSP, 2018)

Learning Efficient Tensor Representations with Ring Structure Networks. - Qibin Zhao; Masashi Sugiyama; Longhao Yuan; Andrzej Cichocki (ICLR (Workshop), 2018)

High-dimension Tensor Completion via Gradient-based Optimization Under Tensor-train Format. - Longhao Yuan; Qibin Zhao; Jianting Cao (CoRR, 2018)

Rank Minimization on Tensor Ring: A New Paradigm in Scalable Tensor Decomposition and Completion. - Longhao Yuan; Chao Li 013; Danilo P. Mandic; Jianting Cao; Qibin Zhao (CoRR, 2018)

Higher-dimension Tensor Completion via Low-rank Tensor Ring Decomposition. - Longhao Yuan; Jianting Cao; Qiang Wu 009; Qibin Zhao (CoRR, 2018)

Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion. - Longhao Yuan; Chao Li 013; Danilo P. Mandic; Jianting Cao; Qibin Zhao (AAAI, 2019)

Guaranteed Matrix Completion Under Multiple Linear Transformations. - Chao Li 013; Wei He 003; Longhao Yuan; Zhun Sun; Qibin Zhao (CVPR, 2019)

Total-variation-regularized Tensor Ring Completion for Remote Sensing Image Reconstruction. - Wei He 003; Longhao Yuan; Naoto Yokoya (ICASSP, 2019)

Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction. - Longhao Yuan; Chao Li 013; Jianting Cao; Qibin Zhao (ICASSP, 2019)

Learning Efficient Tensor Representations with Ring-structured Networks. - Qibin Zhao; Masashi Sugiyama; Longhao Yuan; Andrzej Cichocki (ICASSP, 2019)

Quasi-Brain-Death EEG Diagnosis Based on Tensor Train Decomposition. - Qipeng Chen; Longhao Yuan; Yao Miao; Qibin Zhao; Toshihisa Tanaka 001; Jianting Cao (ISNN (2), 2019)

Predicting drug-induced transcriptome responses of a wide range of human cell lines by a novel tensor-train decomposition algorithm. - Michio Iwata; Longhao Yuan; Qibin Zhao; Yasuo Tabei; Francois Berenger; Ryusuke Sawada; Sayaka Akiyoshi; Momoko Hamano; Yoshihiro Yamanishi (Bioinform., 2019)

High-order tensor completion via gradient-based optimization under tensor train format. - Longhao Yuan; Qibin Zhao; Lihua Gui; Jianting Cao (Signal Process. Image Commun., 2019)

Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation. - Wei He 003; Naoto Yokoya; Longhao Yuan; Qibin Zhao (IEEE Trans. Geosci. Remote. Sens., 2019)

Rank minimization on tensor ring: an efficient approach for tensor decomposition and completion. - Longhao Yuan; Chao Li 013; Jianting Cao; Qibin Zhao (Mach. Learn., 2020)