Journal articles
* Xi-Lin Li, "On correcting the phase bias of GCC in spatially correlated noise fields", Signal Processing, 2020. (doi.org/10.1016/j.sigpro.2020.107859 , Supplement)
* Xi-Lin Li, "Convolutional PCA for multiple time series", IEEE Signal Processing Letters, 2020. (https://ieeexplore.ieee.org/document/9165906 , Supplement)
* Xi-Lin Li, "Periodic sequences modulated filter banks," IEEE Signal Processing Letters, 2018. (https://doi.org/10.1109/LSP.2018.2810833, Supplement)
* Xi-Lin Li, "Preconditioned stochastic gradient descent," IEEE Transactions on Neural Networks and Learning Systems, Mar. 2017. (https://doi.org/10.1109/TNNLS.2017.2672978, Supplement)
* Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, and Tulay Adali, "Blind source separation by entropy rate minimization," IEEE Transactions on Signal Processing, vol. 62, no. 16, pp. 4245--4255, Aug. 2014.
* Pedro A. Rodriguez, Matthew Anderson, Xi-Lin Li, and Tulay Adali, "General non-orthogonal constrained ICA," IEEE Transactions on Signal Processing, vol. 61, no. 11, pp. 2778--2786, Jun. 2014.
* Xi-Lin Li and Tulay Adali, "Noncircular complex ICA by generalized householder reflections," IEEE Transactions on Signal Processing, vol. 61, no. 24, pp. 6423--6430, Dec. 15, 2013.
* Wen-Jun Zeng, Xi-Lin Li and H.C. So, "Direction-of-arrival estimation based on spatial-temporal statistics without knowing the source number," Signal Processing, vol. 93, no. 12, pp. 3479--3486, 2013.
* Xi-Lin Li and Tulay Adali, "Complex-valued linear and widely linear filtering using MSE and Gaussian entropy," IEEE Transactions on Signal Processing, vol. 60, no. 11, pp. 5672--5684, 2012.
* Xi-Lin Li, "Blind source separation using decoupled relative Newton algorithm,'' IEEE Signal Processing Letters, vol. 19, no. 9, pp. 567--570, September 2012.
* Matthew Anderson, Xi-Lin Li and Tulay Adali, "Complex-valued independent vector analysis: application to multivariate Gaussian signal processing," Signal Processing, vol. 92, no. 8, pp. 1821--1831, August 2012.
* Wei Xiong, Yi-Ou Li, Nicolle Correa, Xi-Lin Li, Vince D. Calhoun, Tulay Adali, "Order selection of the linear mixing model for complex-valued fMRI data," Journal of Signal Processing Systems, vol. 67, no. 2, pp. 117--128, May 2012.
* Hualiang Li, Xi-Lin Li, Matthew Anderson, and Tulay Adali, "A class of adaptive algorithms based on entropy estimation achieving CRLB for linear non-Gaussian filtering," IEEE Transactions on Signal Processing, vol. 60, no. 4, pp. 2049--2055, April 2012.
* Matthew Anderson, Tulay Adali and Xi-Lin Li, "Joint blind source separation with multivariate Gaussian model: algorithms and performance analysis," IEEE Transactions on Signal Processing, vol. 60, no. 4, pp. 1672--1683, April 2012.
* Sai Ma, Nicolle Correa, Xi-Lin Li, Tom Eichele, Vince D. Calhoun, and Tulay Adali, "Automatic identification of functional clusters in fMRI data using spatial dependence," IEEE Transactions on Biomedical Engineering, vol. 58, no. 12, pp. 3406--3417, Dec., 2011.
* Xi-Lin Li, Tulay Adali, and Matthew Anderson, "Noncircular principal component analysis and its application to model selection," IEEE Transactions on Signal Processing, vol. 59, no. 10, pp. 4516--4528, Oct. 2011.
* Xi-Lin Li, Tulay Adali, and Matthew Anderson, "Joint blind source separation by generalized joint diagonalization of cumulant matrices," Signal Processing, vol. 91, no. 10, pp. 2314--2322, Oct. 2011.
* Xue Jiang, Wen-Jun Zeng, and Xi-Lin Li, "Time-delay and Doppler estimation for wideband acoustic signals in multipath environments," Journal of the Acoustical Society of America, vol. 130, no. 2, pp. 850--857, August 2011.
* Xi-Lin Li and Tulay Adali, "Blind separation of noncircular correlated sources using Gaussian entropy rate," IEEE Transactions on Signal Processing, vol. 59, no. 6, pp. 2969--2975, June, 2011.
* Xi-Lin Li and Tulay Adali, "Independent component analysis by entropy bound minimization," IEEE Transactions on Signal Processing, vol. 58, no. 10, pp. 5151--5164, October 2010.
* Wen-Jun Zeng, Xi-Lin Li and Xian-Da Zhang, "Kernel-based nonlinear discriminant analysis using minimum squared errors criterion for multiclass and undersampled problems," Signal Processing, vol. 90, no. 8, pp. 2333--2343, August 2010.
* Xi-Lin Li and Tulay Adali, "Complex independent component analysis by entropy bound minimization," IEEE Transactions on Circuit and Systems I: Regular Papers, vol. 57, no. 6, pp. 1417--1430, June 2010.
* Wen-Jun Zeng and Xi-Lin Li, "High-resolution multiple wideband and nonstationary source localization with unknown number of sources," IEEE Transactions on Signal Processing, vol. 58, no. 6, pp. 3125--3136, June 2010.
* Wen-Jun Zeng, Xue Jiang, Xi-Lin Li, and Xian-Da Zhang, "Deconvolution of sparse underwater acoustic multipath channel with a large time-delay spread," Journal of the Acoustical Society of America, vol. 127, no. 2, pp. 909--919, 2010.
* Xi-Lin Li and Wen-Jun Zeng, "Performance analysis and adaptive Newton algorithms of multimodulus blind equalization criterion," Signal Processing, vol. 89, no. 11, pp. 2263--2273, November 2009.
* Wen-Jun Zeng, Xi-Lin Li and Xian-Da Zhang, "Direction-of-arrival estimation based on the joint diagonalization structure of multiple fourth-order cumulant matrices," IEEE Signal Processing Letters, vol. 16, no. 3, pp. 164--167, March 2009.
* Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang and Hongxing Zou, "Near-field multiple source localization using joint diagonalization," Signal Processing, vol. 89, no. 2, pp. 232--238, February 2009.
* Liyan Zhang, Fuliang Yin, Xilin Li, "ROTH weighted time delay estimation method based on speech onset signals," Journal of Data Acquisition & Processing, vol. 24, no. 2, 2009. In Chinese
* De-Guang Xie, Xian-Da Zhang and Xi-Lin Li, "Application of class-dependent time-frequency distribution to radar target recognition," Systems Engineering and Electronics, vol. 30, no. 11, pp. 2132--2134, November 2008. In Chinese
* Xi-Lin Li, Xian-Da Zhang and Peisheng Li, "A new gradient search non-orthogonal approximate joint diagonalization algorithm," Tsinghua Science and Technology, vol. 12, no. 6, pp. 669--673, 2007.
* Xi-Lin Li and Xian-Da Zhang, "Nonorthogonal joint diagonalization free of degenerate solution," IEEE Transactions on Signal Processing, vol. 55, no. 5, pp. 1803--1814, May, 2007.
* De-Guang Xie, Xian-Da Zhang, Xi-Lin Li and Feng Zhu, "Radar target recognition method based on independent component analysis," Systems Engineering and Electronics, vol. 29, no. 2, pp. 164--166, 2007. In Chinese
* Xi-Lin Li and Xian-Da Zhang, "Sequential blind extraction adopting second-order statistics," IEEE Signal Processing Letters, vol. 14, no. 1, pp. 58--61, 2007.
* Xi-Lin Li and Xian-Da Zhang, "A family of generalized constant modulus algorithms for blind equalization," IEEE Transactions on Communications, vol. 54, no. 11, pp. 1913--1917, November 2006.
* Ying Tan, Fu-Liang Yin and Xi-Lin Li, "Sound localization method using modified SRP-PHAT algorithm," Journal of Electronics and Information Technology, vol. 28, no. 7, pp. 1223--1227, 2006. In Chinese
* Xi-Lin Li, "A new gradient search interpretation of super-exponential algorithm," IEEE Signal Processing Letters, vol. 13, no. 3, pp. 173--176, March 2006.
Conference articles
* Omead Pooladzandi, Xi-Lin Li, Yang Gao and Lalin Theverapperuma, "Exploring the potential of VAE decoders for enhanced speech re-synthesis", in IEEE SSP, 2023.
* Xilin Li, "Black box Lie group preconditioners for SGD," in HOOML, 2022.
* Marvin Tammen, Xilin Li, Simon Doclo, Lalin Theverapperuma, "Dictionary-based fusion of contact and acoustic microphones for wind noise reduction", in IWAENC, 2022.
* Xi-Lin Li, "Preconditioner on matrix Lie group for SGD," in Seventh International Conference on Learning Representations, May, New Orleans, 2019.
* Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tulay Adali, "An efficient entropy rate estimator for complex-valued signal processing: Application to ICA," in IEEE International Conference on Acoustics, Speech and Signal Processing, 2014, pp. 6216--6220.
* Geng-Shen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li and Tulay Adali, "Algorithms for Markovian source separation by entropy rate minimization," in IEEE International Conference on Acoustics, Speech and Signal Processing, Oct. 18, 2013, pp. 3248--3252.
* Matthew Anderson, Xi-Lin Li, Pedro Rodriguez, Tulay Adali, "An effective decoupling method for matrix optimization and its application to the ICA problem," in IEEE International Conference on Acoustics, Speech and Signal Processing 2012, Kyoto, 2012.
* Javier V., Matthew Anderson, Xi-Lin Li and Tulay Adali, "A maximum likelihood approach for independent vector analysis of Gaussian data sets," in IEEE Workshops on Machine Learning for Signal Processing, Beijing, 2011.
* Wen-Jun Zeng, Xilin Li and En Cheng, "Blind and semiblind channel estimation for single-carrier block transmission systems using few received blocks," in IEEE International Conference on Communications, Kyoto Japan, 2011.
* Xi-Lin Li and Tulay Adali, "Complex-valued Gaussian signal processing: optimality of MSE, incorporation of full statistics and a unified view," in 45th Annual Conference on Information Science and Systems, Baltimore, 2011.
* Hualiang Li, Xi-Lin Li, and Tulay Adali, "A class of adaptive algorithms based on ML for non-Gaussian linear filtering," in 45th Annual Conference on Information Science and Systems, Baltimore, 2011.
* Wei Du, Hualiang Li, Xi-Lin Li, Vince Calhoun and Tulay Adali, "ICA of fMRI data: Performance of three ICA algorithms and the importance of taking correlation information into account," in IEEE International Symposium on Biomedical Imaging 2011, Chicago, 2011.
* Xi-Lin Li, Sai Ma, Vince D. Calhoun and Tulay Adali, "Order detection for fMRI analysis: joint estimation of downsampling depth and order by information theoretic criteria," in IEEE International Symposium on Biomedical Imaging 2011, Chicago, 2011.
* Javier V., Matthew Anderson, Xi-Lin Li and Tulay Adali, "Joint blind source separation from second-order statistics: necessary and sufficient identifiability conditions," in IEEE International Conference on Acoustics, Speech and Signal Processing 2011, Prague Czech, 2011.
* Xi-Lin Li, Matthew Anderson and Tulay Adali, "Principal component analysis for noncircular signals in the presence of circular white Gaussian noise," in the Proc. 2010 Asilomar Conference on Signals, Systems & Computers, Pacific Grove, CA, 2010.
* Xi-Lin Li, Matthew Anderson and Tulay Adali, "Second and higher-order correlation analysis of multiple multidimensional variables by joint diagonalization," in Ninth Int. Conf. on Latent Variable Analysis and Signal Separation, Malo, France, 2010.
* Matthew Anderson, Xi-Lin Li and Tulay Adali, "Nonorthogonal independent vector analysis using multivariate Gaussian model," in Ninth Int. Conf. on Latent Variable Analysis and Signal Separation, Malo, France, 2010.
* Tual Trainini, Xi-Lin Li, Eric Moreau and Tulay Adali, "A relative gradient algorithm for joint decompositions of complex matrices," in The 2010 European Signal Processing Conference (EUSIPCO-2010), Aalborg, North Denmark, 2010.
* Xi-Lin Li and Tulay Adali, "Flexible adaptive filtering by minimization of error entropy bound and its application to system identification," in IEEE International Conference on Acoustics, Speech and Signal Processing 2010, Dallas, US, March 2010.
* Xi-Lin Li and Tulay Adali, "Blind spatiotemporal separation of second and/or higher-order correlated sources by entropy rate minimization," in IEEE International Conference on Acoustics, Speech and Signal Processing 2010, Dallas, US, March 2010.
* Wen-Jun Zeng, Xian-Da Zhang, Xi-Lin Li and En Cheng, "Multipath time-of-arrival estimation via modified projection onto convex sets," in IEEE International Conference on Acoustics, Speech and Signal Processing 2010, Dallas, US, March 2010.
* Sai Ma, Xi-Lin Li, Nicolle Correa, Tulay Adali and Vince Calhoun, "Independent subspace analysis with prior information for fMRI data," in IEEE International Conference on Acoustics, Speech and Signal Processing 2010, Dallas, US, March 2010.
* Xi-Lin Li and Tulay Adali, "A novel entropy estimator and its application to ICA," in IEEE International Workshop on Machine Learning for Signal Processing 2009, Grenoble, France, 2009.
* Wen-Jun Zeng, Xi-Lin Li and Xian-Da Zhang, "Adaptive Newton algorithms for blind equalization using the generalized constant modulus criterion," in IEEE International Conference on Acoustics, Speech and Signal Processing 2009, Taipei, Taiwan, 2009.
* Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang and Xue Jiang, "An improved signal-selective direction finding algorithm using second-order cyclic statistics," in IEEE International Conference on Acoustics, Speech and Signal Processing 2009, Taipei, Taiwan, 2009.
* Wen-Jun Zeng, Xi-Lin Li and Xian-Da Zhang, "Two-dimensional frequencies estimation using joint diagonalization," in IEEE International Conference on Acoustics, Speech and Signal Processing 2008, Las Vegas, Nevada, 2008.
* Xi-Lin Li and Xian-Da Zhang, "On the tracking performance of a family of generalized constant modulus algorithm," in IEEE International Conference on Acoustics, Speech and Signal Processing 2007, Honolulu, Hawaii, 2007.
Issued Patents
* "Audio processing apparatus and method," Fortemedia Inc., Grant US8275148B2, Publication 2012-09-25.
* "Method for calibrating performance of small array microphones," Fortemedia Inc., Application US20140363001A1, Publication 2014-12-11.
* "Speech enhancement for target speakers," Spectimbre Inc., Grant US9741360B1, Publication 2017-08-22.
* "Acoustic echo cancellation with delay uncertainty and delay change," Cisco Technology, Inc., Application US20170372722A1, Publication 2017-12-28
Others
A few book chapters and issued patents in Chinese are not listed here.