Yiyuan She

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 15

Top Topics

Linear Dynamical Systems

Cognitive Radio

Association Graph

Top Venues

IEEE Trans. Inf. Theory

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Signal Process.

Publications

Zihang Song, Yiyuan She, Jian Yang, Jinbo Peng, Yue Gao, Rahim Tafazolli
Nonuniform Sampling Pattern Design for Compressed Spectrum Sensing in Mobile Cognitive Radio Networks. IEEE Trans. Mob. Comput. 23 (9) (2024)
Bo Yin, Jiaqi Li, Yiyuan She, Xuetao Wei
Reducing Storage Requirement in Blockchain via Node-Oriented Block Placement. IEEE Trans. Netw. Sci. Eng. 11 (1) (2024)
Yiyuan She, Jiahui Shen, Adrian Barbu
Slow Kill for Big Data Learning. IEEE Trans. Inf. Theory 69 (9) (2023)
Yiyuan She, Jianhui Shen, Adrian Barbu
Slow Kill for Big Data Learning. CoRR (2023)
Yiyuan She, Shao Tang, Jingze Liu
On Generalization and Computation of Tukey's Depth: Part II. J. Data Sci. Stat. Vis. 2 (2) (2022)
Yiyuan She, Shao Tang, Jingze Liu
On Generalization and Computation of Tukey's Depth: Part I. J. Data Sci. Stat. Vis. 2 (1) (2022)
Yangzi Guo, Yiyuan She, Adrian Barbu
Network Pruning via Annealing and Direct Sparsity Control. IJCNN (2021)
Yiyuan She, Jiahui Shen, Chao Zhang
Supervised Multivariate Learning with Simultaneous Feature Auto-grouping and Dimension Reduction. CoRR (2021)
Yiyuan She, Shao Tang, Qiaoya Zhang
Indirect Gaussian Graph Learning Beyond Gaussianity. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Yangzi Guo, Yiyuan She, Adrian Barbu
Training Efficient Network Architecture and Weights via Direct Sparsity Control. CoRR (2020)
Pratik Prabhanjan Brahma, Yiyuan She, Shijie Li, Jiade Li, Dapeng Oliver Wu
Reinforced Robust Principal Component Pursuit. IEEE Trans. Neural Networks Learn. Syst. 29 (5) (2018)
Adrian Barbu, Yiyuan She, Liangjing Ding, Gary Gramajo
Feature Selection with Annealing for Computer Vision and Big Data Learning. IEEE Trans. Pattern Anal. Mach. Intell. 39 (2) (2017)
Pratik Prabhanjan Brahma, Dapeng Wu, Yiyuan She
Why Deep Learning Works: A Manifold Disentanglement Perspective. IEEE Trans. Neural Networks Learn. Syst. 27 (10) (2016)
Xin Shi, Chao Zhang, Fangyun Wei, Hongyang Zhang, Yiyuan She
Manifold-Regularized Selectable Factor Extraction for Semi-supervised Image Classification. BMVC (2015)
Yiyuan She, Yuejia He, Shijie Li, Dapeng Wu
Joint Association Graph Screening and Decomposition for Large-Scale Linear Dynamical Systems. IEEE Trans. Signal Process. 63 (2) (2015)
Yiyuan She, Yuejia He, Dapeng Wu
Learning Topology and Dynamics of Large Recurrent Neural Networks. IEEE Trans. Signal Process. 62 (22) (2014)
Florentina Bunea, Johannes Lederer, Yiyuan She
The Group Square-Root Lasso: Theoretical Properties and Fast Algorithms. IEEE Trans. Inf. Theory 60 (2) (2014)
Adrian Barbu, Yiyuan She
Fast Simultaneous Feature Selection and Learning. CoRR (2013)
Yuejia He, Yiyuan She, Dapeng Wu
Stationary-sparse causality network learning. J. Mach. Learn. Res. 14 (1) (2013)
Qin Lyu, Zhouchen Lin, Yiyuan She, Chao Zhang
minimization algorithms. Neurocomputing 119 (2013)
Ping Li, Michael W. Mahoney, Yiyuan She
Approximating Higher-Order Distances Using Random Projections CoRR (2012)
Yiyuan She
An iterative algorithm for fitting nonconvex penalized generalized linear models with grouped predictors. Comput. Stat. Data Anal. 56 (10) (2012)
Florentina Bunea, Yiyuan She, Hernando Ombao, Assawin Gongvatana, Kate Devlin, Ronald Cohen
Penalized least squares regression methods and applications to neuroimaging. NeuroImage 55 (4) (2011)
Ping Li, Michael W. Mahoney, Yiyuan She
Approximating Higher-Order Distances Using Random Projections. UAI (2010)
Yiyuan She, Art B. Owen
Outlier Detection Using Nonconvex Penalized Regression CoRR (2010)
Yiyuan She, Earl Hubbell, Hui Wang
Resolving deconvolution ambiguity in gene alternative splicing. BMC Bioinform. 10 (2009)
Yiyuan She, Pengwei Hao, Yakup Paker
Matrix Factorizations for Parallel Integer Transformation. IEEE Trans. Signal Process. 54 (12) (2006)
Yiyuan She, Pengwei Hao, Yakup Paker
Matrix Factorizations for Parallel Integer Transforms. ISPAN (2004)
Yiyuan She, Pengwei Hao
Block TERM factorization of block matrices. Sci. China Ser. F Inf. Sci. 47 (4) (2004)