Horst Simon

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Chris H.Q. Ding （丁宏强）Chair Prof. Chinese Univ of Hong Kong, Shenzhen. Emeritus Prof. Univ of Texas.Verified email at cuhk.edu.cn
Hongyuan ZhaThe Chinese University of Hong Kong, ShenzhenVerified email at cuhk.edu.cn
Jack DongarraUniversity of Tennessee; Oak Ridge National Laboratory; University of ManchesterVerified email at icl.utk.edu
Kesheng WuLawrence Berkeley National LaboratoryVerified email at lbl.gov
Rob SchreiberCerebras SystemsVerified email at cerebras.net
Eric BarszczNASA Ames Research CenterVerified email at NASA.gov
Alex PothenProfessor of Computer Science, Purdue UniversityVerified email at purdue.edu
Dharmendra ModhaIBM FellowVerified email at us.ibm.com
Andrew CanningLawrence Berkeley National Laboratory, University of California, DavisVerified email at lbl.gov
Rupak BiswasNASAVerified email at nasa.gov
William KramerUniversity of IllinoisVerified email at illinois.edu
Steve EsserResearch Staff Member, IBM ResearchVerified email at us.ibm.com
Thomas SterlingIndiana UniversithVerified email at indiana.edu
Leonid OlikerComputer Scientist, Lawrence Berkeley National LaboratoryVerified email at lbl.gov
Shang-Hua TengUniversity Professor of Computer Science and Math, USCVerified email at usc.edu
Michael HerouxSenior Research Scientist, ParaTools, Inc.; St John’s UniversityVerified email at acm.org
John ShalfDepartment Head for Computer Science, Lawrence Berkeley National LaboratoryVerified email at lbl.gov
Ichitaro YamazakiSandia National LabsVerified email at sandia.gov
Subhash SainiNASAVerified email at nasa.gov
Rick StevensProfessor of Computer Science, University of ChicagoVerified email at ci.uchicago.edu

Horst Simon

Director, ADIA Lab

Verified email at adialab.ae - Homepage

High Performance Computing parallel computing algorithms numerical linear algebra partitioning


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The NAS parallel benchmarks DH Bailey, E Barszcz, JT Barton, DS Browning, RL Carter, L Dagum, ... The International Journal of Supercomputing Applications 5 (3), 63-73, 1991	3326	1991
Partitioning sparse matrices with eigenvectors of graphs A Pothen, HD Simon, KP Liou SIAM journal on matrix analysis and applications 11 (3), 430-452, 1990	2530	1990
On the equivalence of nonnegative matrix factorization and spectral clustering C Ding, X He, HD Simon Proceedings of the 2005 SIAM international conference on data mining, 606-610, 2005	1400	2005
A min-max cut algorithm for graph partitioning and data clustering CHQ Ding, X He, H Zha, M Gu, HD Simon Proceedings 2001 IEEE international conference on data mining, 107-114, 2001	1261	2001
Partitioning of unstructured problems for parallel processing HD Simon Computing systems in engineering 2 (2-3), 135-148, 1991	1251	1991
Fast multilevel implementation of recursive spectral bisection for partitioning unstructured problems ST Barnard, HD Simon Concurrency: Practice and experience 6 (2), 101-117, 1994	955	1994
Spectral relaxation for k-means clustering H Zha, X He, C Ding, M Gu, H Simon Advances in neural information processing systems 14, 2001	926	2001
The NAS parallel benchmarks—summary and preliminary results DH Bailey, E Barszcz, JT Barton, DS Browning, RL Carter, L Dagum, ... Proceedings of the 1991 ACM/IEEE Conference on Supercomputing, 158-165, 1991	831	1991
A shifted block Lanczos algorithm for solving sparse symmetric generalized eigenproblems RG Grimes, JG Lewis, HD Simon SIAM Journal on Matrix Analysis and Applications 15 (1), 228-272, 1994	656	1994
Bipartite graph partitioning and data clustering H Zha, X He, C Ding, H Simon, M Gu Proceedings of the tenth international conference on Information and …, 2001	534	2001
The Lanczos algorithm with partial reorthogonalization HD Simon Mathematics of computation 42 (165), 115-142, 1984	474	1984
Thick-restart Lanczos method for large symmetric eigenvalue problems K Wu, H Simon SIAM Journal on Matrix Analysis and Applications 22 (2), 602-616, 2000	467	2000
The cat is out of the bag: cortical simulations with 10⁹ neurons, 10¹³ synapses R Ananthanarayanan, SK Esser, HD Simon, DS Modha Proceedings of the conference on high performance computing networking …, 2009	419	2009
How good is recursive bisection? HD Simon, SH Teng SIAM Journal on Scientific Computing 18 (5), 1436-1445, 1997	360	1997
NAS parallel benchmark results DH Bailey, E Barszcz, L Dagum, HD Simon IEEE Parallel & Distributed Technology: Systems & Applications 1 (1), 43-51, 1993	329	1993
Adaptive dimension reduction for clustering high dimensional data C Ding, X He, H Zha, HD Simon 2002 IEEE International Conference on Data Mining, 2002. Proceedings., 147-154, 2002	328	2002
A spectral algorithm for envelope reduction of sparse matrices ST Barnard, A Pothen, HD Simon Proceedings of the 1993 ACM/IEEE Conference on Supercomputing, 493-502, 1993	306	1993
PageRank, HITS and a unified framework for link analysis C Ding, X He, P Husbands, H Zha, HD Simon Proceedings of the 25th annual international ACM SIGIR conference on …, 2002	291	2002
Analysis of the symmetric Lanczos algorithm with reorthogonalization methods HD Simon Linear algebra and its applications 61, 101-131, 1984	258	1984
Top500 supercomputer sites H Meuer, E Strohmaier, J Dongarra, H Simon Proceedings of SC, 10-16, 2001	252	2001

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