Xi-Lin Li

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 13

Top Topics

Online Algorithms

Stochastic Gradient Descent

Top Venues

IEEE Signal Process. Lett.

IEEE Trans. Signal Process.

Publications

Xi-Lin Li
Stochastic Hessian Fitting on Lie Group. CoRR (2024)
Xi-Lin Li
On correcting the phase bias of GCC in spatially correlated noise fields. Signal Process. 180 (2021)
Xi-Lin Li
A Triangular Network For Density Estimation. CoRR (2020)
Xi-Lin Li
Convolutional PCA for Multiple Time Series. IEEE Signal Process. Lett. 27 (2020)
Xi-Lin Li
Multichannel Convolutive Speech Separation with Estimated Density Models. CoRR (2020)
Xi-Lin Li
Preconditioner on Matrix Lie Group for SGD. ICLR (Poster) (2019)
Xi-Lin Li
Learning with Labels of Existing and Nonexisting. CoRR (2018)
Xi-Lin Li
Preconditioned Stochastic Gradient Descent. IEEE Trans. Neural Networks Learn. Syst. 29 (5) (2018)
Xi-Lin Li
Learning Preconditioners on Lie Groups. CoRR (2018)
Xi-Lin Li
On the Performance of Preconditioned Stochastic Gradient Descent. CoRR (2018)
Xi-Lin Li
Periodic Sequences Modulated Filter Banks. IEEE Signal Process. Lett. 25 (4) (2018)
Xi-Lin Li
Recurrent neural network training with preconditioned stochastic gradient descent. CoRR (2016)
Xi-Lin Li
Preconditioned Stochastic Gradient Descent. CoRR (2015)
Pedro A. Rodriguez, Matthew Anderson, Xi-Lin Li, Tülay Adali
General Non-Orthogonal Constrained ICA. IEEE Trans. Signal Process. 62 (11) (2014)
Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali
Blind Source Separation by Entropy Rate Minimization. IEEE Trans. Signal Process. 62 (16) (2014)
Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali
An efficient entropy rate estimator for complex-valued signal processing: Application to ICA. ICASSP (2014)
Wen-Jun Zeng, Xi-Lin Li, Hing-Cheung So
Direction-of-arrival estimation based on spatial-temporal statistics without knowing the source number. Signal Process. 93 (12) (2013)
Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali
Algorithms for Markovian source separation by entropy rate minimization. ICASSP (2013)
Xi-Lin Li, Tülay Adali
Noncircular Complex ICA by Generalized Householder Reflections. IEEE Trans. Signal Process. 61 (24) (2013)
Matthew Anderson, Xi-Lin Li, Tülay Adali
Complex-valued independent vector analysis: Application to multivariate Gaussian model. Signal Process. 92 (8) (2012)
Wei Xiong, Yi-Ou Li, Nicolle M. Correa, Xi-Lin Li, Vince D. Calhoun, Tülay Adali
Order Selection of the Linear Mixing Model for Complex-Valued FMRI Data. J. Signal Process. Syst. 67 (2) (2012)
Xi-Lin Li
Blind Source Separation Using Decoupled Relative Newton Algorithm. IEEE Signal Process. Lett. 19 (9) (2012)
Matthew Anderson, Xi-Lin Li, Pedro A. Rodriguez, Tülay Adali
An effective decoupling method for matrix optimization and its application to the ICA problem. ICASSP (2012)
Matthew Anderson, Tülay Adali, Xi-Lin Li
Joint Blind Source Separation With Multivariate Gaussian Model: Algorithms and Performance Analysis. IEEE Trans. Signal Process. 60 (4) (2012)
Hualiang Li, Xi-Lin Li, Matthew Anderson, Tülay Adali
A Class of Adaptive Algorithms Based on Entropy Estimation Achieving CRLB for Linear Non-Gaussian Filtering. IEEE Trans. Signal Process. 60 (4) (2012)
Xi-Lin Li, Tülay Adali
Complex-Valued Linear and Widely Linear Filtering Using MSE and Gaussian Entropy. IEEE Trans. Signal Process. 60 (11) (2012)
Xi-Lin Li, Tülay Adali
Blind Separation of Noncircular Correlated Sources Using Gaussian Entropy Rate. IEEE Trans. Signal Process. 59 (6) (2011)
Xi-Lin Li, Tülay Adali
Complex-valued Gaussian signal processing: Optimality of MSE, incorporation of full statistics, and a unified view. CISS (2011)
Xi-Lin Li, Tülay Adali, Matthew Anderson
Noncircular Principal Component Analysis and Its Application to Model Selection. IEEE Trans. Signal Process. 59 (10) (2011)
Xi-Lin Li, Tülay Adali, Matthew Anderson
Joint blind source separation by generalized joint diagonalization of cumulant matrices. Signal Process. 91 (10) (2011)
Wen-Jun Zeng, Xi-Lin Li, En Cheng
Blind and Semiblind Channel Estimation for Single-Carrier Block Transmission Systems Using Few Received Blocks. ICC (2011)
Sai Ma, Nicolle M. Correa, Xi-Lin Li, Tom Eichele, Vince D. Calhoun, Tülay Adali
Automatic Identification of Functional Clusters in fMRI Data Using Spatial Dependence. IEEE Trans. Biomed. Eng. 58 (12) (2011)
Javier Vía, Matthew Anderson, Xi-Lin Li, Tülay Adali
Joint blind source separation from second-order statistics: Necessary and sufficient identifiability conditions. ICASSP (2011)
Xi-Lin Li, Sai Ma, Vince D. Calhoun, Tülay Adali
Order detection for fMRI analysis: Joint estimation of downsampling depth and order by information theoretic criteria. ISBI (2011)
Wei Du, Hualiang Li, Xi-Lin Li, Vince D. Calhoun, Tülay Adali
ICA of fMRI data: Performance of three ICA algorithms and the importance of taking correlation information into account. ISBI (2011)
Javier Vía, Matthew Anderson, Xi-Lin Li, Tülay Adali
A maximum likelihood approach for independent vector analysis of Gaussian data sets. MLSP (2011)
Sai Ma, Xi-Lin Li, Nicolle M. Correa, Tülay Adali, Vince D. Calhoun
Independent subspace analysis with prior information for fMRI data. ICASSP (2010)
Xi-Lin Li, Tülay Adali
Complex Independent Component Analysis by Entropy Bound Minimization. IEEE Trans. Circuits Syst. I Regul. Pap. (7) (2010)
Xi-Lin Li, Tülay Adali
Blind spatiotemporal separation of second and/or higher-order correlated sources by entropy rate minimization. ICASSP (2010)
Xi-Lin Li, Matthew Anderson, Tülay Adali
Second and Higher-Order Correlation Analysis of Multiple Multidimensional Variables by Joint Diagonalization. LVA/ICA (2010)
Xi-Lin Li, Tülay Adali
Independent component analysis by entropy bound minimization. IEEE Trans. Signal Process. 58 (10) (2010)
Wen-Jun Zeng, Xian-Da Zhang, Xi-Lin Li, En Cheng
Multipath time-of-arrival estimation via modified projection onto convex sets. ICASSP (2010)
Wen-Jun Zeng, Xi-Lin Li
High-resolution multiple wideband and nonstationary source localization with unknown number of sources. IEEE Trans. Signal Process. 58 (6) (2010)
Tual Trainini, Xi-Lin Li, Eric Moreau, Tülay Adali
A relative gradient algorithm for joint decompositions of complex matrices. EUSIPCO (2010)
Xi-Lin Li, Tülay Adali
Flexible adaptive filtering by minimization of error entropy bound and its application to system identification. ICASSP (2010)
Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang, En Cheng
Kernel-based nonlinear discriminant analysis using minimum squared errors criterion for multiclass and undersampled problems. Signal Process. 90 (8) (2010)
Matthew Anderson, Xi-Lin Li, Tülay Adali
Nonorthogonal Independent Vector Analysis Using Multivariate Gaussian Model. LVA/ICA (2010)
Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang
Direction-of-Arrival Estimation Based on the Joint Diagonalization Structure of Multiple Fourth-Order Cumulant Matrices. IEEE Signal Process. Lett. 16 (3) (2009)
Xi-Lin Li, Wen-Jun Zeng
Performance analysis and adaptive Newton algorithms of multimodulus blind equalization criterion. Signal Process. 89 (11) (2009)
Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang, Xue Jiang
An improved signal-selective direction finding algorithm using second-order cyclic statistics. ICASSP (2009)
Wen-Jun Zeng, Xi-Lin Li, Hongxing Zou, Xian-Da Zhang
Near-field multiple source localization using joint diagonalization. Signal Process. 89 (2) (2009)
Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang
Adaptive Newton algorithms for blind equalization using the generalized constant modulus criterion. ICASSP (2009)
Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang, Hongxing Zou
Two-dimensional frequencies estimation using joint diagonalization. ICASSP (2008)
Xi-Lin Li, Xian-Da Zhang
On the Tracking Performance of a Family of Generalized Constant Modulus Algorithm. ICASSP (3) (2007)
Xi-Lin Li, Xian-Da Zhang
Sequential Blind Extraction Adopting Second-Order Statistics. IEEE Signal Process. Lett. 14 (1) (2007)
Xi-Lin Li, Xian-Da Zhang
Nonorthogonal Joint Diagonalization Free of Degenerate Solution. IEEE Trans. Signal Process. 55 (5-1) (2007)
Xi-Lin Li, Xian-Da Zhang
A Family of Generalized Constant Modulus Algorithms for Blind Equalization. IEEE Trans. Commun. 54 (11) (2006)
Xi-Lin Li
A new gradient search interpretation of super-exponential algorithm. IEEE Signal Process. Lett. 13 (3) (2006)