Lei Xu

Cited by

	All	Since 2019
Citations	22256	7457
h-index	62	46
i10-index	295	167

1800

900

450

1350

1993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202457 138 228 286 375 447 398 403 436 531 673 698 727 718 796 752 606 682 793 780 641 755 700 667 586 642 629 779 1090 1482 1792 1662

Public access

View all

91 articles

83 articles

available

not available

Based on funding mandates

Co-authors

SHIKUI TUDepartment of Computer Science and Engineering, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Erkki OjaProfessor of Computer Science and Engineering, Aalto UniversityVerified email at aalto.fi
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Zhi-Yong LiuAssociate Professor, Chinese Academy of SciencesVerified email at ia.ac.cn
Alan YuilleProfessor of Cognitive Science and Computer Science, Johns Hopkins UniversityVerified email at jhu.edu
Irwin KingThe Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Lei ShiTower Research CapitalVerified email at tower-research.com
Heikki KälviäinenProfessor of Computer Science and Engineering, Lappeenranta-Lahti University of Technology (LUT)Verified email at lut.fi
Xuelei HuResearch Fellow, University of QueenslandVerified email at uq.edu.au
Amari S*Verified email at brain.riken.jp
Geoffrey HintonEmeritus Prof. Computer Science, University of TorontoVerified email at cs.toronto.edu
Ke ChenDepartment of Computer Science, The University of ManchesterVerified email at manchester.ac.uk
Chuangyin DangCity University of Hong KongVerified email at cityu.edu.hk
John SumProfessor, Institute of Technoglogy Management, National Chung Hsing UniversityVerified email at nchu.edu.tw
Judea PearlProfessor of Computer Science, University of California, Los AngelesVerified email at cs.ucla.edu
Lan DuProfessor of National Lab of Radar Signal Processing, Xidian UniversityVerified email at mail.xidian.edu.cn
Kazushi IKEDANara Institute of Science and TechnologyVerified email at is.naist.jp

Lei Xu

Zhiyuan Chair Professor, Dept. of Computer Sci. & Eng. Shanghai Jiao Tong Univ.

Verified email at cs.sjtu.edu.cn - Homepage

AI Machine Learning Neural Networks Bioinformatics Computational Health


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Methods of combining multiple classifiers and their applications to handwriting recognition L Xu, A Krzyzak, CY Suen IEEE transactions on systems, man, and cybernetics 22 (3), 418-435, 1992	3330	1992
A new curve detection method: randomized Hough transform (RHT) L Xu, E Oja, P Kultanen Pattern recognition letters 11 (5), 331-338, 1990	1728	1990
On convergence properties of the EM algorithm for Gaussian mixtures L Xu, MI Jordan Neural computation 8 (1), 129-151, 1996	1115	1996
Rival Penalized Competitive Learning, Clustering Analysis, RBF Nets and Curve Detection L Xu, A Krzyzak, E Oja Neural Networks, IEEE Transactions on 4 (4), pp636-649, 1993	888	1993
Randomized Hough transform (RHT): basic mechanisms, algorithms, and computational complexities L Xu, E Oja CVGIP: Image understanding 57 (2), 131-154, 1993	867	1993
Least mean square error reconstruction principle for self-organizing neural-nets L Xu Neural networks 6 (5), 627-648, 1993	454	1993
Convergence results for the EM approach to mixtures of experts architectures MI Jordan, L Xu Neural networks 8 (9), 1409-1431, 1995	444	1995
An alternative model for mixtures of experts L Xu, MI Jordan, GE Hinton Advances in neural information processing systems, 633-640, 1995	433*	1995
Probabilistic and non-probabilistic Hough transforms: overview and comparisons H Kälviäinen, P Hirvonen, L Xu, E Oja Image and vision computing 13 (4), 239-252, 1995	358	1995
Modified Hebbian learning for curve and surface fitting L Xu, E Oja, CY Suen Neural Networks 5 (3), 441-457, 1992	340	1992
Robust principal component analysis by self-organizing rules based on statistical physics approach L Xu, AL Yuille IEEE Transactions on Neural Networks 6 (1), 131-143, 1995	333	1995
Bayesian Ying–Yang machine, clustering and number of clusters L Xu Pattern Recognition Letters 18 (11-13), 1167-1178, 1997	214	1997
On radial basis function nets and kernel regression: Statistical consistency, convergence rates, and receptive field size L Xu, A Krzyżak, A Yuille Neural Networks 7 (4), 609-628, 1994	186	1994
Improved learning algorithms for mixture of experts in multiclass classification K Chen, L Xu, H Chi Neural networks 12 (9), 1229-1252, 1999	180	1999
Best first strategy for feature selection L Xu, P Yan, T Chang 9th international conference on pattern recognition, 706,707,708-706,707,708, 1988	162	1988
Interactiongraphnet: A novel and efficient deep graph representation learning framework for accurate protein–ligand interaction predictions D Jiang, CY Hsieh, Z Wu, Y Kang, J Wang, E Wang, B Liao, C Shen, L Xu, ... Journal of medicinal chemistry 64 (24), 18209-18232, 2021	146	2021
Independent component ordering in ICA time series analysis Y Cheung, L Xu Neurocomputing 41 (1-4), 145-152, 2001	146	2001
Asymptotic convergence rate of the EM algorithm for Gaussian mixtures J Ma, L Xu, MI Jordan Neural Computation 12 (12), 2881-2907, 2000	133	2000
BYY harmony learning, structural RPCL, and topological self-organizing on mixture models L Xu Neural Networks 15 (8-9), 1125-1151, 2002	132	2002
Causal inference K Kuang, L Li, Z Geng, L Xu, K Zhang, B Liao, H Huang, P Ding, W Miao, ... Engineering 6 (3), 253-263, 2020	128	2020

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors