Yiyuan She

31 papers A 2B 1Journal 27Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Mind the jumps: A scalable robust local Gaussian process for multidimensional response surfaces with discontinuities.
Neurocomputing
Isaac Adjetey, Yiyuan She
2025 J jnl
Mind the Jumps: A Scalable Robust Local Gaussian Process for Multidimensional Response Surfaces with Discontinuities.
CoRR
Isaac Adjetey, Yiyuan She
2024 J jnl
Nonuniform Sampling Pattern Design for Compressed Spectrum Sensing in Mobile Cognitive Radio Networks.
IEEE Trans. Mob. Comput.
Zihang Song, Yiyuan She, Jian Yang, Jinbo Peng, Yue Gao, Rahim Tafazolli
2024 J jnl
Reducing Storage Requirement in Blockchain via Node-Oriented Block Placement.
IEEE Trans. Netw. Sci. Eng.
Bo Yin, Jiaqi Li, Yiyuan She, Xuetao Wei
2023 J jnl
Slow Kill for Big Data Learning.
CoRR
Yiyuan She, Jianhui Shen, Adrian Barbu
2023 J jnl
Slow Kill for Big Data Learning.
IEEE Trans. Inf. Theory
Yiyuan She, Jiahui Shen, Adrian Barbu
2022 J jnl
On Generalization and Computation of Tukey's Depth: Part I.
J. Data Sci. Stat. Vis.
Yiyuan She, Shao Tang, Jingze Liu
2022 J jnl
On Generalization and Computation of Tukey's Depth: Part II.
J. Data Sci. Stat. Vis.
Yiyuan She, Shao Tang, Jingze Liu
2021 B conf
Network Pruning via Annealing and Direct Sparsity Control.
IJCNN
Yangzi Guo, Yiyuan She, Adrian Barbu
2021 J jnl
Supervised Multivariate Learning with Simultaneous Feature Auto-grouping and Dimension Reduction.
CoRR
Yiyuan She, Jiahui Shen, Chao Zhang
2020 J jnl
Indirect Gaussian Graph Learning Beyond Gaussianity.
IEEE Trans. Netw. Sci. Eng.
Yiyuan She, Shao Tang, Qiaoya Zhang
2020 J jnl
Training Efficient Network Architecture and Weights via Direct Sparsity Control.
CoRR
Yangzi Guo, Yiyuan She, Adrian Barbu
2018 J jnl
Reinforced Robust Principal Component Pursuit.
IEEE Trans. Neural Networks Learn. Syst.
Pratik Prabhanjan Brahma, Yiyuan She, Shijie Li, Jiade Li, Dapeng Oliver Wu
2017 J jnl
Feature Selection with Annealing for Computer Vision and Big Data Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Adrian Barbu, Yiyuan She, Liangjing Ding, Gary Gramajo
2016 J jnl
Why Deep Learning Works: A Manifold Disentanglement Perspective.
IEEE Trans. Neural Networks Learn. Syst.
Pratik Prabhanjan Brahma, Dapeng Wu, Yiyuan She
2015 J jnl
Joint Association Graph Screening and Decomposition for Large-Scale Linear Dynamical Systems.
IEEE Trans. Signal Process.
Yiyuan She, Yuejia He, Shijie Li, Dapeng Wu
2015 A conf
Manifold-Regularized Selectable Factor Extraction for Semi-supervised Image Classification.
BMVC
Xin Shi, Chao Zhang, Fangyun Wei, Hongyang Zhang, Yiyuan She
2014 J jnl
Learning Topology and Dynamics of Large Recurrent Neural Networks.
IEEE Trans. Signal Process.
Yiyuan She, Yuejia He, Dapeng Wu
2014 J jnl
The Group Square-Root Lasso: Theoretical Properties and Fast Algorithms.
IEEE Trans. Inf. Theory
Florentina Bunea, Johannes Lederer, Yiyuan She
2013 J jnl
A comparison of typical ℓ
Neurocomputing
Qin Lyu, Zhouchen Lin, Yiyuan She, Chao Zhang
2013 J jnl
Fast Simultaneous Feature Selection and Learning.
CoRR
Adrian Barbu, Yiyuan She
2013 J jnl
Stationary-sparse causality network learning.
J. Mach. Learn. Res.
Yuejia He, Yiyuan She, Dapeng Wu
2012 J jnl
An iterative algorithm for fitting nonconvex penalized generalized linear models with grouped predictors.
Comput. Stat. Data Anal.
Yiyuan She
2012 J jnl
Approximating Higher-Order Distances Using Random Projections
CoRR
Ping Li, Michael W. Mahoney, Yiyuan She
2011 J jnl
Penalized least squares regression methods and applications to neuroimaging.
NeuroImage
Florentina Bunea, Yiyuan She, Hernando Ombao, Assawin Gongvatana, Kate Devlin, Ronald Cohen
2010 A conf
Approximating Higher-Order Distances Using Random Projections.
UAI
Ping Li, Michael W. Mahoney, Yiyuan She
2010 J jnl
Outlier Detection Using Nonconvex Penalized Regression
CoRR
Yiyuan She, Art B. Owen
2009 J jnl
Resolving deconvolution ambiguity in gene alternative splicing.
BMC Bioinform.
Yiyuan She, Earl Hubbell, Hui Wang
2006 J jnl
Matrix Factorizations for Parallel Integer Transformation.
IEEE Trans. Signal Process.
Yiyuan She, Pengwei Hao, Yakup Paker
2004 J jnl
Block TERM factorization of block matrices.
Sci. China Ser. F Inf. Sci.
Yiyuan She, Pengwei Hao
2004 — conf
Matrix Factorizations for Parallel Integer Transforms.
ISPAN
Yiyuan She, Pengwei Hao, Yakup Paker