A new gradient search interpretation of super-exponential algorithm. - Xi-Lin Li (IEEE Signal Process. Lett., 2006)

A Family of Generalized Constant Modulus Algorithms for Blind Equalization. - Xi-Lin Li; Xian-Da Zhang (IEEE Trans. Commun., 2006)

On the Tracking Performance of a Family of Generalized Constant Modulus Algorithm. - Xi-Lin Li; Xian-Da Zhang (ICASSP (3), 2007)

Sequential Blind Extraction Adopting Second-Order Statistics. - Xi-Lin Li; Xian-Da Zhang (IEEE Signal Process. Lett., 2007)

Nonorthogonal Joint Diagonalization Free of Degenerate Solution. - Xi-Lin Li; Xian-Da Zhang (IEEE Trans. Signal Process., 2007)

Two-dimensional frequencies estimation using joint diagonalization. - Wen-Jun Zeng; Xi-Lin Li; Xian-Da Zhang; Hongxing Zou (ICASSP, 2008)

Adaptive Newton algorithms for blind equalization using the generalized constant modulus criterion. - Wen-Jun Zeng; Xi-Lin Li; Xian-Da Zhang (ICASSP, 2009)

An improved signal-selective direction finding algorithm using second-order cyclic statistics. - Wen-Jun Zeng; Xi-Lin Li; Xian-Da Zhang; Xue Jiang 001 (ICASSP, 2009)

Performance analysis and adaptive Newton algorithms of multimodulus blind equalization criterion. - Xi-Lin Li; Wen-Jun Zeng (Signal Process., 2009)

Near-field multiple source localization using joint diagonalization. - Wen-Jun Zeng; Xi-Lin Li; Hongxing Zou; Xian-Da Zhang (Signal Process., 2009)

Direction-of-Arrival Estimation Based on the Joint Diagonalization Structure of Multiple Fourth-Order Cumulant Matrices. - Wen-Jun Zeng; Xi-Lin Li; Xian-Da Zhang (IEEE Signal Process. Lett., 2009)

A relative gradient algorithm for joint decompositions of complex matrices. - Tual Trainini; Xi-Lin Li; Eric Moreau; Tülay Adali (EUSIPCO, 2010)

Nonorthogonal Independent Vector Analysis Using Multivariate Gaussian Model. - Matthew Anderson 001; Xi-Lin Li; Tülay Adali (LVA/ICA, 2010)

Second and Higher-Order Correlation Analysis of Multiple Multidimensional Variables by Joint Diagonalization. - Xi-Lin Li; Matthew Anderson 001; Tülay Adali (LVA/ICA, 2010)

Flexible adaptive filtering by minimization of error entropy bound and its application to system identification. - Xi-Lin Li; Tülay Adali (ICASSP, 2010)

Blind spatiotemporal separation of second and/or higher-order correlated sources by entropy rate minimization. - Xi-Lin Li; Tülay Adali (ICASSP, 2010)

Independent subspace analysis with prior information for fMRI data. - Sai Ma; Xi-Lin Li; Nicolle M. Correa; Tülay Adali; Vince D. Calhoun (ICASSP, 2010)

Multipath time-of-arrival estimation via modified projection onto convex sets. - Wen-Jun Zeng; Xian-Da Zhang; Xi-Lin Li; En Cheng (ICASSP, 2010)

Kernel-based nonlinear discriminant analysis using minimum squared errors criterion for multiclass and undersampled problems. - Wen-Jun Zeng; Xi-Lin Li; Xian-Da Zhang; En Cheng (Signal Process., 2010)

Complex Independent Component Analysis by Entropy Bound Minimization. - Xi-Lin Li; Tülay Adali (IEEE Trans. Circuits Syst. I Regul. Pap., 2010)

Independent component analysis by entropy bound minimization. - Xi-Lin Li; Tülay Adali (IEEE Trans. Signal Process., 2010)

High-resolution multiple wideband and nonstationary source localization with unknown number of sources. - Wen-Jun Zeng; Xi-Lin Li (IEEE Trans. Signal Process., 2010)

Complex-valued Gaussian signal processing: Optimality of MSE, incorporation of full statistics, and a unified view. - Xi-Lin Li; Tülay Adali (CISS, 2011)

Joint blind source separation from second-order statistics: Necessary and sufficient identifiability conditions. - Javier Vía; Matthew Anderson 001; Xi-Lin Li; Tülay Adali (ICASSP, 2011)

Blind and Semiblind Channel Estimation for Single-Carrier Block Transmission Systems Using Few Received Blocks. - Wen-Jun Zeng; Xi-Lin Li; En Cheng (ICC, 2011)

ICA of fMRI data: Performance of three ICA algorithms and the importance of taking correlation information into account. - Wei Du; Hualiang Li; Xi-Lin Li; Vince D. Calhoun; Tülay Adali (ISBI, 2011)

Order detection for fMRI analysis: Joint estimation of downsampling depth and order by information theoretic criteria. - Xi-Lin Li; Sai Ma; Vince D. Calhoun; Tülay Adali (ISBI, 2011)

A maximum likelihood approach for independent vector analysis of Gaussian data sets. - Javier Vía; Matthew Anderson 001; Xi-Lin Li; Tülay Adali (MLSP, 2011)

Joint blind source separation by generalized joint diagonalization of cumulant matrices. - Xi-Lin Li; Tülay Adali; Matthew Anderson 001 (Signal Process., 2011)

Automatic Identification of Functional Clusters in fMRI Data Using Spatial Dependence. - Sai Ma; Nicolle M. Correa; Xi-Lin Li; Tom Eichele; Vince D. Calhoun; Tülay Adali (IEEE Trans. Biomed. Eng., 2011)

Blind Separation of Noncircular Correlated Sources Using Gaussian Entropy Rate. - Xi-Lin Li; Tülay Adali (IEEE Trans. Signal Process., 2011)

Noncircular Principal Component Analysis and Its Application to Model Selection. - Xi-Lin Li; Tülay Adali; Matthew Anderson 001 (IEEE Trans. Signal Process., 2011)

An effective decoupling method for matrix optimization and its application to the ICA problem. - Matthew Anderson 001; Xi-Lin Li; Pedro A. Rodriguez; Tülay Adali (ICASSP, 2012)

Complex-valued independent vector analysis: Application to multivariate Gaussian model. - Matthew Anderson 001; Xi-Lin Li; Tülay Adali (Signal Process., 2012)

Blind Source Separation Using Decoupled Relative Newton Algorithm. - Xi-Lin Li (IEEE Signal Process. Lett., 2012)

Joint Blind Source Separation With Multivariate Gaussian Model: Algorithms and Performance Analysis. - Matthew Anderson 001; Tülay Adali; Xi-Lin Li (IEEE Trans. Signal Process., 2012)

Complex-Valued Linear and Widely Linear Filtering Using MSE and Gaussian Entropy. - Xi-Lin Li; Tülay Adali (IEEE Trans. Signal Process., 2012)

A Class of Adaptive Algorithms Based on Entropy Estimation Achieving CRLB for Linear Non-Gaussian Filtering. - Hualiang Li; Xi-Lin Li; Matthew Anderson 001; Tülay Adali (IEEE Trans. Signal Process., 2012)

Order Selection of the Linear Mixing Model for Complex-Valued FMRI Data. - Wei Xiong; Yi-Ou Li; Nicolle M. Correa; Xi-Lin Li; Vince D. Calhoun; Tülay Adali (J. Signal Process. Syst., 2012)

Algorithms for Markovian source separation by entropy rate minimization. - Gengshen Fu; Ronald Phlypo; Matthew Anderson 001; Xi-Lin Li; Tülay Adali (ICASSP, 2013)

Direction-of-arrival estimation based on spatial-temporal statistics without knowing the source number. - Wen-Jun Zeng; Xi-Lin Li; Hing-Cheung So (Signal Process., 2013)

Noncircular Complex ICA by Generalized Householder Reflections. - Xi-Lin Li; Tülay Adali (IEEE Trans. Signal Process., 2013)

An efficient entropy rate estimator for complex-valued signal processing: Application to ICA. - Gengshen Fu; Ronald Phlypo; Matthew Anderson 001; Xi-Lin Li; Tülay Adali (ICASSP, 2014)

Blind Source Separation by Entropy Rate Minimization. - Gengshen Fu; Ronald Phlypo; Matthew Anderson 001; Xi-Lin Li; Tülay Adali (IEEE Trans. Signal Process., 2014)

General Non-Orthogonal Constrained ICA. - Pedro A. Rodriguez; Matthew Anderson 001; Xi-Lin Li; Tülay Adali (IEEE Trans. Signal Process., 2014)

Recurrent neural network training with preconditioned stochastic gradient descent. - Xi-Lin Li (CoRR, 2016)

On the Performance of Preconditioned Stochastic Gradient Descent. - Xi-Lin Li (CoRR, 2018)

Learning Preconditioners on Lie Groups. - Xi-Lin Li (CoRR, 2018)

Learning with Labels of Existing and Nonexisting. - Xi-Lin Li (CoRR, 2018)

Periodic Sequences Modulated Filter Banks. - Xi-Lin Li (IEEE Signal Process. Lett., 2018)

Preconditioned Stochastic Gradient Descent. - Xi-Lin Li (IEEE Trans. Neural Networks Learn. Syst., 2018)

Preconditioner on Matrix Lie Group for SGD. - Xi-Lin Li (ICLR (Poster), 2019)

A Triangular Network For Density Estimation. - Xi-Lin Li (CoRR, 2020)

Multichannel Convolutive Speech Separation with Estimated Density Models. - Xi-Lin Li (CoRR, 2020)

Convolutional PCA for Multiple Time Series. - Xi-Lin Li (IEEE Signal Process. Lett., 2020)

On correcting the phase bias of GCC in spatially correlated noise fields. - Xi-Lin Li (Signal Process., 2021)

Stochastic Hessian Fitting on Lie Group. - Xi-Lin Li (CoRR, 2024)