Longhao Yuan

According to our database, Longhao Yuan authored at least 18 papers between 2017 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Rank minimization on tensor ring: an efficient approach for tensor decomposition and completion.

Longhao Yuan, Chao Li, Jianting Cao, Qibin Zhao

Mach. Learn., 2020

2019

Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation.

Wei He, Naoto Yokoya, Longhao Yuan, Qibin Zhao

IEEE Trans. Geosci. Remote. Sens., 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

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

Quasi-Brain-Death EEG Diagnosis Based on Tensor Train Decomposition.

Qipeng Chen, Longhao Yuan, Yao Miao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao

Proceedings of the Advances in Neural Networks - ISNN 2019, 2019

Learning Efficient Tensor Representations with Ring-structured Networks.

Qibin Zhao, Masashi Sugiyama, Longhao Yuan, Andrzej Cichocki

Proceedings of the IEEE International Conference on Acoustics, 2019

Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction.

Longhao Yuan, Chao Li, Jianting Cao, Qibin Zhao

Proceedings of the IEEE International Conference on Acoustics, 2019

Total-variation-regularized Tensor Ring Completion for Remote Sensing Image Reconstruction.

Wei He, Longhao Yuan, Naoto Yokoya

Proceedings of the IEEE International Conference on Acoustics, 2019

Guaranteed Matrix Completion Under Multiple Linear Transformations.

Chao Li, Wei He, Longhao Yuan, Zhun Sun, Qibin Zhao

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

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

Longhao Yuan, Chao Li, Danilo P. Mandic, Jianting Cao, Qibin Zhao

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

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

Longhao Yuan, Jianting Cao, Qiang Wu, Qibin Zhao

CoRR, 2018

Rank Minimization on Tensor Ring: A New Paradigm in Scalable Tensor Decomposition and Completion.

Longhao Yuan, Chao Li, Danilo P. Mandic, Jianting Cao, Qibin Zhao

CoRR, 2018

High-dimension Tensor Completion via Gradient-based Optimization Under Tensor-train Format.

Longhao Yuan, Qibin Zhao, Jianting Cao

CoRR, 2018

Learning Efficient Tensor Representations with Ring Structure Networks.

Qibin Zhao, Masashi Sugiyama, Longhao Yuan, Andrzej Cichocki

Proceedings of the 6th International Conference on Learning Representations, 2018

High-Order Tensor Completion for Data Recovery via Sparse Tensor-Train Optimization.

Longhao Yuan, Qibin Zhao, Jianting Cao

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

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

Longhao Yuan, Jianting Cao, Xuyang Zhao, Qiang Wu, Qibin Zhao

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017

Patients' EEG Data Analysis via Spectrogram Image with a Convolution Neural Network.

Longhao Yuan, Jianting Cao

Proceedings of the Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017), 2017

Completion of High Order Tensor Data with Missing Entries via Tensor-Train Decomposition.

Longhao Yuan, Qibin Zhao, Jianting Cao

Proceedings of the Neural Information Processing - 24th International Conference, 2017