Yiyuan She

According to our database, Yiyuan She authored at least 27 papers between 2004 and 2024.

Collaborative distances:

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

2024

Reducing Storage Requirement in Blockchain via Node-Oriented Block Placement.

Bo Yin, Jiaqi Li, Yiyuan She, Xuetao Wei

IEEE Trans. Netw. Sci. Eng., 2024

2023

Slow Kill for Big Data Learning.

Yiyuan She, Jiahui Shen, Adrian Barbu

IEEE Trans. Inf. Theory, September, 2023

Slow Kill for Big Data Learning.

Yiyuan She, Jianhui Shen, Adrian Barbu

CoRR, 2023

2022

On Generalization and Computation of Tukey's Depth: Part II.

Yiyuan She, Shao Tang, Jingze Liu

J. Data Sci. Stat. Vis., 2022

On Generalization and Computation of Tukey's Depth: Part I.

Yiyuan She, Shao Tang, Jingze Liu

J. Data Sci. Stat. Vis., 2022

2021

Supervised Multivariate Learning with Simultaneous Feature Auto-grouping and Dimension Reduction.

Yiyuan She, Jiahui Shen, Chao Zhang

CoRR, 2021

Network Pruning via Annealing and Direct Sparsity Control.

Yangzi Guo, Yiyuan She, Adrian Barbu

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Indirect Gaussian Graph Learning Beyond Gaussianity.

Yiyuan She, Shao Tang, Qiaoya Zhang

IEEE Trans. Netw. Sci. Eng., 2020

Training Efficient Network Architecture and Weights via Direct Sparsity Control.

Yangzi Guo, Yiyuan She, Adrian Barbu

CoRR, 2020

2018

Reinforced Robust Principal Component Pursuit.

Pratik Prabhanjan Brahma, Yiyuan She, Shijie Li, Jiade Li, Dapeng Oliver Wu

IEEE Trans. Neural Networks Learn. Syst., 2018

2017

Feature Selection with Annealing for Computer Vision and Big Data Learning.

Adrian Barbu, Yiyuan She, Liangjing Ding, Gary Gramajo

IEEE Trans. Pattern Anal. Mach. Intell., 2017

2016

Why Deep Learning Works: A Manifold Disentanglement Perspective.

Pratik Prabhanjan Brahma, Dapeng Wu, Yiyuan She

IEEE Trans. Neural Networks Learn. Syst., 2016

2015

Joint Association Graph Screening and Decomposition for Large-Scale Linear Dynamical Systems.

Yiyuan She, Yuejia He, Shijie Li, Dapeng Wu

IEEE Trans. Signal Process., 2015

Manifold-Regularized Selectable Factor Extraction for Semi-supervised Image Classification.

Xin Shi, Chao Zhang, Fangyun Wei, Hongyang Zhang, Yiyuan She

Proceedings of the British Machine Vision Conference 2015, 2015

2014

Learning Topology and Dynamics of Large Recurrent Neural Networks.

Yiyuan She, Yuejia He, Dapeng Wu

IEEE Trans. Signal Process., 2014

The Group Square-Root Lasso: Theoretical Properties and Fast Algorithms.

Florentina Bunea, Johannes Lederer, Yiyuan She

IEEE Trans. Inf. Theory, 2014

2013

Stationary-sparse causality network learning.

Yuejia He, Yiyuan She, Dapeng Wu

J. Mach. Learn. Res., 2013

A comparison of typical ℓ_p minimization algorithms.

Qin Lyu, Zhouchen Lin, Yiyuan She, Chao Zhang

Neurocomputing, 2013

Fast Simultaneous Feature Selection and Learning.

Adrian Barbu, Yiyuan She

CoRR, 2013

2012

An iterative algorithm for fitting nonconvex penalized generalized linear models with grouped predictors.

Yiyuan She

Comput. Stat. Data Anal., 2012

2011

Penalized least squares regression methods and applications to neuroimaging.

Florentina Bunea, Yiyuan She, Hernando Ombao, Assawin Gongvatana, Kate Devlin, Ronald Cohen

NeuroImage, 2011

2010

Outlier Detection Using Nonconvex Penalized Regression

Yiyuan She, Art B. Owen

CoRR, 2010

Approximating Higher-Order Distances Using Random Projections.

Ping Li, Michael W. Mahoney, Yiyuan She

Proceedings of the UAI 2010, 2010

2009

Resolving deconvolution ambiguity in gene alternative splicing.

Yiyuan She, Earl Hubbell, Hui Wang

BMC Bioinform., 2009

2006

Matrix Factorizations for Parallel Integer Transformation.

Yiyuan She, Pengwei Hao, Yakup Paker

IEEE Trans. Signal Process., 2006

2004

Block TERM factorization of block matrices.

Yiyuan She, Pengwei Hao

Sci. China Ser. F Inf. Sci., 2004

Matrix Factorizations for Parallel Integer Transforms.

Yiyuan She, Pengwei Hao, Yakup Paker

Proceedings of the 7th International Symposium on Parallel Architectures, 2004