Longhao Yuan

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 22

Top Topics

Linear Transformations

Missing Entries

Tensor Decomposition

Top Venues

Publications

Longhao Yuan, Chao Li, Jianting Cao, Qibin Zhao
Rank minimization on tensor ring: an efficient approach for tensor decomposition and completion. Mach. Learn. 109 (3) (2020)
Longhao Yuan, Chao Li, Jianting Cao, Qibin Zhao
Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction. CoRR (2019)
Longhao Yuan, Qibin Zhao, Lihua Gui, Jianting Cao
High-order tensor completion via gradient-based optimization under tensor train format. Signal Process. Image Commun. 73 (2019)
Qibin Zhao, Masashi Sugiyama, Longhao Yuan, Andrzej Cichocki
Learning Efficient Tensor Representations with Ring-structured Networks. ICASSP (2019)
Qipeng Chen, Longhao Yuan, Yao Miao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao
Quasi-Brain-Death EEG Diagnosis Based on Tensor Train Decomposition. ISNN (2) (2019)
Longhao Yuan, Chao Li, Danilo P. Mandic, Jianting Cao, Qibin Zhao
Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion. AAAI (2019)
Chao Li, Wei He, Longhao Yuan, Zhun Sun, Qibin Zhao
Guaranteed Matrix Completion Under Multiple Linear Transformations. CVPR (2019)
Wei He, Longhao Yuan, Naoto Yokoya
Total-variation-regularized Tensor Ring Completion for Remote Sensing Image Reconstruction. ICASSP (2019)
Wei He, Naoto Yokoya, Longhao Yuan, Qibin Zhao
Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation. IEEE Trans. Geosci. Remote. Sens. 57 (11) (2019)
Michio Iwata, Longhao Yuan, Qibin Zhao, Yasuo Tabei, Francois Berenger, Ryusuke Sawada, Sayaka Akiyoshi, Momoko Hamano, Yoshihiro Yamanishi
Predicting drug-induced transcriptome responses of a wide range of human cell lines by a novel tensor-train decomposition algorithm. Bioinform. 35 (14) (2019)
Longhao Yuan, Chao Li, Jianting Cao, Qibin Zhao
Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction. ICASSP (2019)
Longhao Yuan, Jianting Cao, Qiang Wu, Qibin Zhao
Higher-dimension Tensor Completion via Low-rank Tensor Ring Decomposition. CoRR (2018)
Longhao Yuan, Qibin Zhao, Jianting Cao
High-Order Tensor Completion for Data Recovery via Sparse Tensor-Train Optimization. ICASSP (2018)
Longhao Yuan, Qibin Zhao, Jianting Cao
High-dimension Tensor Completion via Gradient-based Optimization Under Tensor-train Format. CoRR (2018)
Qibin Zhao, Masashi Sugiyama, Longhao Yuan, Andrzej Cichocki
Learning Efficient Tensor Representations with Ring Structure Networks. ICLR (Workshop) (2018)
Longhao Yuan, Jianting Cao, Xuyang Zhao, Qiang Wu, Qibin Zhao
Higher-dimension Tensor Completion via Low-rank Tensor Ring Decomposition. APSIPA (2018)
Longhao Yuan, Chao Li, Danilo P. Mandic, Jianting Cao, Qibin Zhao
Rank Minimization on Tensor Ring: A New Paradigm in Scalable Tensor Decomposition and Completion. CoRR (2018)
Longhao Yuan, Chao Li, Danilo P. Mandic, Jianting Cao, Qibin Zhao
Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion. CoRR (2018)
Longhao Yuan, Qibin Zhao, Jianting Cao
Completion of High Order Tensor Data with Missing Entries via Tensor-train Decomposition. CoRR (2017)
Longhao Yuan, Qibin Zhao, Jianting Cao
Completion of High Order Tensor Data with Missing Entries via Tensor-Train Decomposition. ICONIP (1) (2017)
Longhao Yuan, Jianting Cao
Patients' EEG Data Analysis via Spectrogram Image with a Convolution Neural Network. KES-IDT (1) (2017)
Longhao Yuan, Qibin Zhao, Jianting Cao
High-order Tensor Completion for Data Recovery via Sparse Tensor-train Optimization. CoRR (2017)