Longhao Yuan

22 papers A* 2Misc 4Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2020 J jnl
Rank minimization on tensor ring: an efficient approach for tensor decomposition and completion.
Mach. Learn.
Longhao Yuan, Chao Li, Jianting Cao, Qibin Zhao
2019 A* conf
Guaranteed Matrix Completion Under Multiple Linear Transformations.
CVPR
Chao Li, Wei He, Longhao Yuan, Zhun Sun, Qibin Zhao
2019 J jnl
High-order tensor completion via gradient-based optimization under tensor train format.
Signal Process. Image Commun.
Longhao Yuan, Qibin Zhao, Lihua Gui, Jianting Cao
2019 Misc conf
Learning Efficient Tensor Representations with Ring-structured Networks.
ICASSP
Qibin Zhao, Masashi Sugiyama, Longhao Yuan, Andrzej Cichocki
2019 J jnl
Predicting drug-induced transcriptome responses of a wide range of human cell lines by a novel tensor-train decomposition algorithm.
Bioinform.
Michio Iwata, Longhao Yuan, Qibin Zhao, Yasuo Tabei, Francois Berenger, Ryusuke Sawada, Sayaka Akiyoshi, Momoko Hamano, Yoshihiro Yamanishi
2019 — conf
Quasi-Brain-Death EEG Diagnosis Based on Tensor Train Decomposition.
ISNN (2)
Qipeng Chen, Longhao Yuan, Yao Miao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao
2019 Misc conf
Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction.
ICASSP
Longhao Yuan, Chao Li, Jianting Cao, Qibin Zhao
2019 J jnl
Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction.
CoRR
Longhao Yuan, Chao Li, Jianting Cao, Qibin Zhao
2019 J jnl
Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation.
IEEE Trans. Geosci. Remote. Sens.
Wei He, Naoto Yokoya, Longhao Yuan, Qibin Zhao
2019 A* conf
Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion.
AAAI
Longhao Yuan, Chao Li, Danilo P. Mandic, Jianting Cao, Qibin Zhao
2019 Misc conf
Total-variation-regularized Tensor Ring Completion for Remote Sensing Image Reconstruction.
ICASSP
Wei He, Longhao Yuan, Naoto Yokoya
2018 Misc conf
High-Order Tensor Completion for Data Recovery via Sparse Tensor-Train Optimization.
ICASSP
Longhao Yuan, Qibin Zhao, Jianting Cao
2018 J jnl
High-dimension Tensor Completion via Gradient-based Optimization Under Tensor-train Format.
CoRR
Longhao Yuan, Qibin Zhao, Jianting Cao
2018 — conf
Higher-dimension Tensor Completion via Low-rank Tensor Ring Decomposition.
APSIPA
Longhao Yuan, Jianting Cao, Xuyang Zhao, Qiang Wu, Qibin Zhao
2018 J jnl
Higher-dimension Tensor Completion via Low-rank Tensor Ring Decomposition.
CoRR
Longhao Yuan, Jianting Cao, Qiang Wu, Qibin Zhao
2018 — conf
Learning Efficient Tensor Representations with Ring Structure Networks.
ICLR (Workshop)
Qibin Zhao, Masashi Sugiyama, Longhao Yuan, Andrzej Cichocki
2018 J jnl
Rank Minimization on Tensor Ring: A New Paradigm in Scalable Tensor Decomposition and Completion.
CoRR
Longhao Yuan, Chao Li, Danilo P. Mandic, Jianting Cao, Qibin Zhao
2018 J jnl
Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion.
CoRR
Longhao Yuan, Chao Li, Danilo P. Mandic, Jianting Cao, Qibin Zhao
2017 — conf
Completion of High Order Tensor Data with Missing Entries via Tensor-Train Decomposition.
ICONIP (1)
Longhao Yuan, Qibin Zhao, Jianting Cao
2017 J jnl
Completion of High Order Tensor Data with Missing Entries via Tensor-train Decomposition.
CoRR
Longhao Yuan, Qibin Zhao, Jianting Cao
2017 J jnl
High-order Tensor Completion for Data Recovery via Sparse Tensor-train Optimization.
CoRR
Longhao Yuan, Qibin Zhao, Jianting Cao
2017 — conf
Patients' EEG Data Analysis via Spectrogram Image with a Convolution Neural Network.
KES-IDT (1)
Longhao Yuan, Jianting Cao