Xi-Lin Li

58 papers Misc 12Journal 37Unranked 9
YearRankTypeTitle / Venue / Authors
2024 J jnl
Stochastic Hessian Fitting on Lie Group.
CoRR
Xi-Lin Li
2021 J jnl
On correcting the phase bias of GCC in spatially correlated noise fields.
Signal Process.
Xi-Lin Li
2020 J jnl
A Triangular Network For Density Estimation.
CoRR
Xi-Lin Li
2020 J jnl
Convolutional PCA for Multiple Time Series.
IEEE Signal Process. Lett.
Xi-Lin Li
2020 J jnl
Multichannel Convolutive Speech Separation with Estimated Density Models.
CoRR
Xi-Lin Li
2019 — conf
Preconditioner on Matrix Lie Group for SGD.
ICLR (Poster)
Xi-Lin Li
2018 J jnl
Learning Preconditioners on Lie Groups.
CoRR
Xi-Lin Li
2018 J jnl
Learning with Labels of Existing and Nonexisting.
CoRR
Xi-Lin Li
2018 J jnl
On the Performance of Preconditioned Stochastic Gradient Descent.
CoRR
Xi-Lin Li
2018 J jnl
Periodic Sequences Modulated Filter Banks.
IEEE Signal Process. Lett.
Xi-Lin Li
2018 J jnl
Preconditioned Stochastic Gradient Descent.
IEEE Trans. Neural Networks Learn. Syst.
Xi-Lin Li
2016 J jnl
Recurrent neural network training with preconditioned stochastic gradient descent.
CoRR
Xi-Lin Li
2015 J jnl
Preconditioned Stochastic Gradient Descent.
CoRR
Xi-Lin Li
2014 Misc conf
An efficient entropy rate estimator for complex-valued signal processing: Application to ICA.
ICASSP
Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali
2014 J jnl
Blind Source Separation by Entropy Rate Minimization.
IEEE Trans. Signal Process.
Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali
2014 J jnl
General Non-Orthogonal Constrained ICA.
IEEE Trans. Signal Process.
Pedro A. Rodriguez, Matthew Anderson, Xi-Lin Li, Tülay Adali
2013 Misc conf
Algorithms for Markovian source separation by entropy rate minimization.
ICASSP
Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali
2013 J jnl
Direction-of-arrival estimation based on spatial-temporal statistics without knowing the source number.
Signal Process.
Wen-Jun Zeng, Xi-Lin Li, Hing-Cheung So
2013 J jnl
Noncircular Complex ICA by Generalized Householder Reflections.
IEEE Trans. Signal Process.
Xi-Lin Li, Tülay Adali
2012 J jnl
A Class of Adaptive Algorithms Based on Entropy Estimation Achieving CRLB for Linear Non-Gaussian Filtering.
IEEE Trans. Signal Process.
Hualiang Li, Xi-Lin Li, Matthew Anderson, Tülay Adali
2012 Misc conf
An effective decoupling method for matrix optimization and its application to the ICA problem.
ICASSP
Matthew Anderson, Xi-Lin Li, Pedro A. Rodriguez, Tülay Adali
2012 J jnl
Blind Source Separation Using Decoupled Relative Newton Algorithm.
IEEE Signal Process. Lett.
Xi-Lin Li
2012 J jnl
Complex-Valued Linear and Widely Linear Filtering Using MSE and Gaussian Entropy.
IEEE Trans. Signal Process.
Xi-Lin Li, Tülay Adali
2012 J jnl
Complex-valued independent vector analysis: Application to multivariate Gaussian model.
Signal Process.
Matthew Anderson, Xi-Lin Li, Tülay Adali
2012 J jnl
Joint Blind Source Separation With Multivariate Gaussian Model: Algorithms and Performance Analysis.
IEEE Trans. Signal Process.
Matthew Anderson, Tülay Adali, Xi-Lin Li
2012 J jnl
Order Selection of the Linear Mixing Model for Complex-Valued FMRI Data.
J. Signal Process. Syst.
Wei Xiong, Yi-Ou Li, Nicolle M. Correa, Xi-Lin Li, Vince D. Calhoun, Tülay Adali
2011 — conf
A maximum likelihood approach for independent vector analysis of Gaussian data sets.
MLSP
Javier Vía, Matthew Anderson, Xi-Lin Li, Tülay Adali
2011 J jnl
Automatic Identification of Functional Clusters in fMRI Data Using Spatial Dependence.
IEEE Trans. Biomed. Eng.
Sai Ma, Nicolle M. Correa, Xi-Lin Li, Tom Eichele, Vince D. Calhoun, Tülay Adali
2011 J jnl
Blind Separation of Noncircular Correlated Sources Using Gaussian Entropy Rate.
IEEE Trans. Signal Process.
Xi-Lin Li, Tülay Adali
2011 — conf
Blind and Semiblind Channel Estimation for Single-Carrier Block Transmission Systems Using Few Received Blocks.
ICC
Wen-Jun Zeng, Xi-Lin Li, En Cheng
2011 Misc conf
Complex-valued Gaussian signal processing: Optimality of MSE, incorporation of full statistics, and a unified view.
CISS
Xi-Lin Li, Tülay Adali
2011 — conf
ICA of fMRI data: Performance of three ICA algorithms and the importance of taking correlation information into account.
ISBI
Wei Du, Hualiang Li, Xi-Lin Li, Vince D. Calhoun, Tülay Adali
2011 J jnl
Joint blind source separation by generalized joint diagonalization of cumulant matrices.
Signal Process.
Xi-Lin Li, Tülay Adali, Matthew Anderson
2011 Misc conf
Joint blind source separation from second-order statistics: Necessary and sufficient identifiability conditions.
ICASSP
Javier Vía, Matthew Anderson, Xi-Lin Li, Tülay Adali
2011 J jnl
Noncircular Principal Component Analysis and Its Application to Model Selection.
IEEE Trans. Signal Process.
Xi-Lin Li, Tülay Adali, Matthew Anderson
2011 — conf
Order detection for fMRI analysis: Joint estimation of downsampling depth and order by information theoretic criteria.
ISBI
Xi-Lin Li, Sai Ma, Vince D. Calhoun, Tülay Adali
2010 — conf
A relative gradient algorithm for joint decompositions of complex matrices.
EUSIPCO
Tual Trainini, Xi-Lin Li, Eric Moreau, Tülay Adali
2010 Misc conf
Blind spatiotemporal separation of second and/or higher-order correlated sources by entropy rate minimization.
ICASSP
Xi-Lin Li, Tülay Adali
2010 J jnl
Complex Independent Component Analysis by Entropy Bound Minimization.
IEEE Trans. Circuits Syst. I Regul. Pap.
Xi-Lin Li, Tülay Adali
2010 Misc conf
Flexible adaptive filtering by minimization of error entropy bound and its application to system identification.
ICASSP
Xi-Lin Li, Tülay Adali
2010 J jnl
High-resolution multiple wideband and nonstationary source localization with unknown number of sources.
IEEE Trans. Signal Process.
Wen-Jun Zeng, Xi-Lin Li
2010 J jnl
Independent component analysis by entropy bound minimization.
IEEE Trans. Signal Process.
Xi-Lin Li, Tülay Adali
2010 Misc conf
Independent subspace analysis with prior information for fMRI data.
ICASSP
Sai Ma, Xi-Lin Li, Nicolle M. Correa, Tülay Adali, Vince D. Calhoun
2010 J jnl
Kernel-based nonlinear discriminant analysis using minimum squared errors criterion for multiclass and undersampled problems.
Signal Process.
Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang, En Cheng
2010 Misc conf
Multipath time-of-arrival estimation via modified projection onto convex sets.
ICASSP
Wen-Jun Zeng, Xian-Da Zhang, Xi-Lin Li, En Cheng
2010 — conf
Nonorthogonal Independent Vector Analysis Using Multivariate Gaussian Model.
LVA/ICA
Matthew Anderson, Xi-Lin Li, Tülay Adali
2010 — conf
Second and Higher-Order Correlation Analysis of Multiple Multidimensional Variables by Joint Diagonalization.
LVA/ICA
Xi-Lin Li, Matthew Anderson, Tülay Adali
2009 Misc conf
Adaptive Newton algorithms for blind equalization using the generalized constant modulus criterion.
ICASSP
Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang
2009 Misc conf
An improved signal-selective direction finding algorithm using second-order cyclic statistics.
ICASSP
Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang, Xue Jiang
2009 J jnl
Direction-of-Arrival Estimation Based on the Joint Diagonalization Structure of Multiple Fourth-Order Cumulant Matrices.
IEEE Signal Process. Lett.
Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang
2009 J jnl
Near-field multiple source localization using joint diagonalization.
Signal Process.
Wen-Jun Zeng, Xi-Lin Li, Hongxing Zou, Xian-Da Zhang
2009 J jnl
Performance analysis and adaptive Newton algorithms of multimodulus blind equalization criterion.
Signal Process.
Xi-Lin Li, Wen-Jun Zeng
2008 Misc conf
Two-dimensional frequencies estimation using joint diagonalization.
ICASSP
Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang, Hongxing Zou
2007 J jnl
Nonorthogonal Joint Diagonalization Free of Degenerate Solution.
IEEE Trans. Signal Process.
Xi-Lin Li, Xian-Da Zhang
2007 — conf
On the Tracking Performance of a Family of Generalized Constant Modulus Algorithm.
ICASSP (3)
Xi-Lin Li, Xian-Da Zhang
2007 J jnl
Sequential Blind Extraction Adopting Second-Order Statistics.
IEEE Signal Process. Lett.
Xi-Lin Li, Xian-Da Zhang
2006 J jnl
A Family of Generalized Constant Modulus Algorithms for Blind Equalization.
IEEE Trans. Commun.
Xi-Lin Li, Xian-Da Zhang
2006 J jnl
A new gradient search interpretation of super-exponential algorithm.
IEEE Signal Process. Lett.
Xi-Lin Li