Seunghak Lee 个人学术档案 - 学术资源搜索

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	总计	2019 年至今
引用	3081	1763
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Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon U在 cs.cmu.edu 的电子邮件经过验证
Qirong HoMohamed bin Zayed University of Artificial Intelligence (MBZUAI) and Petuum, Inc在 petuum.com 的电子邮件经过验证
Garth Alan GibsonPresident & CEO, Vector Institute; Consulting Professor of Computer Science, Carnegie Mellon在 vectorinstitute.ai 的电子邮件经过验证
Wei DaiApple; Carnegie Mellon University在 cs.cmu.edu 的电子邮件经过验证
Jinliang WeiGoogle; Carnegie Mellon University在 alumni.cmu.edu 的电子邮件经过验证
Henggang CuiMotional在 motional.com 的电子邮件经过验证
Phillip GibbonsCarnegie Mellon University在 cs.cmu.edu 的电子邮件经过验证
Abhimanu KumarCo-Founder @CausalFunnel在 cs.cmu.edu 的电子邮件经过验证
Michael BrudnoProfessor of Computer Science, University of Toronto; Chief Data Scientist, UHN在 cs.toronto.edu 的电子邮件经过验证
Pengtao XieAssistant Professor, UC San Diego; Adjunct Faculty, MBZUAI在 eng.ucsd.edu 的电子邮件经过验证
Yaoliang YuUniversity of Waterloo在 uwaterloo.ca 的电子邮件经过验证
Can AlkanBilkent University, Ankara, Turkey在 cs.bilkent.edu.tr 的电子邮件经过验证
Fereydoun HormozdiariAssociate Professor at University of California - Davis在 ucdavis.edu 的电子邮件经过验证
Jun ZhuProfessor of Computer Science, Tsinghua University在 mail.tsinghua.edu.cn 的电子邮件经过验证
Seungjin ChoiDirector of Machine Learning Lab, Intellicode在 postech.ac.kr 的电子邮件经过验证
Soonho KongAmazon Web Services在 amazon.com 的电子邮件经过验证
Kriti PuniyaniCarnegie Mellon University在 cs.cmu.edu 的电子邮件经过验证
Wei WuSenior Systems Scientist, School of Computer Science, Carnegie Mellon University在 cs.cmu.edu 的电子邮件经过验证
Peter KinnairdPhD Student in Human Computer Interaction Institute, Carnegie Mellon University在 cs.cmu.edu 的电子邮件经过验证
Aurelie LozanoSenior Research Scientist, IBM Research在 us.ibm.com 的电子邮件经过验证

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Seunghak Lee

Research Scientist at Facebook

在 cs.cmu.edu 的电子邮件经过验证

Machine Learning Systems Computational Biology


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
More effective distributed ml via a stale synchronous parallel parameter server Q Ho, J Cipar, H Cui, S Lee, JK Kim, PB Gibbons, GA Gibson, G Ganger, ... Advances in neural information processing systems 26, 2013	926	2013
Petuum: A new platform for distributed machine learning on big data EP Xing, Q Ho, W Dai, JK Kim, J Wei, S Lee, X Zheng, P Xie, A Kumar, ... Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015	632	2015
Exploiting bounded staleness to speed up big data analytics H Cui, J Cipar, Q Ho, JK Kim, S Lee, A Kumar, J Wei, W Dai, GR Ganger, ... 2014 USENIX Annual Technical Conference (USENIX ATC 14), 37-48, 2014	210	2014
Identification of individuals by trait prediction using whole-genome sequencing data C Lippert, R Sabatini, MC Maher, EY Kang, S Lee, O Arikan, A Harley, ... Proceedings of the National Academy of Sciences 114 (38), 10166-10171, 2017	197	2017
Solving the straggler problem with bounded staleness J Cipar, Q Ho, JK Kim, S Lee, GR Ganger, G Gibson, K Keeton, E Xing 14th Workshop on Hot Topics in Operating Systems (HotOS XIV), 2013	170	2013
MoDIL: detecting small indels from clone-end sequencing with mixtures of distributions S Lee, F Hormozdiari, C Alkan, M Brudno Nature methods 6 (7), 473-474, 2009	162	2009
On model parallelization and scheduling strategies for distributed machine learning S Lee, JK Kim, X Zheng, Q Ho, GA Gibson, EP Xing Advances in neural information processing systems 27, 2014	161	2014
Adaptive multi-task lasso: with application to eQTL detection S Lee, J Zhu, E Xing Advances in neural information processing systems 23, 2010	116	2010
Strads: A distributed framework for scheduled model parallel machine learning JK Kim, Q Ho, S Lee, X Zheng, W Dai, GA Gibson, EP Xing Proceedings of the Eleventh European Conference on Computer Systems, 1-16, 2016	109	2016
SDD: high performance code clone detection system for large scale source code S Lee, I Jeong Companion to the 20th annual ACM SIGPLAN conference on Object-oriented …, 2005	95	2005
A robust framework for detecting structural variations in a genome S Lee, E Cheran, M Brudno Bioinformatics 24 (13), i59-i67, 2008	78	2008
Leveraging input and output structures for joint mapping of epistatic and marginal eQTLs S Lee, EP Xing Bioinformatics 28 (12), i137-i146, 2012	60	2012
Petuum: A framework for iterative-convergent distributed ml W Dai, J Wei, X Zheng, JK Kim, S Lee, J Yin, Q Ho, EP Xing arXiv preprint arXiv:1312.7651 1 (2.1), 2013	43	2013
Dynamically Weighted Hidden Markov Model for Spam Deobfuscation. S Lee, I Jeong, S Choi IJCAI 7, 2523-2529, 2007	23	2007
MoGUL: detecting common insertions and deletions in a population S Lee, E Xing, M Brudno Annual International Conference on Research in Computational Molecular …, 2010	21	2010
Ensembles of Lasso screening rules S Lee, N Görnitz, EP Xing, D Heckerman, C Lippert IEEE transactions on pattern analysis and machine intelligence 40 (12), 2841 …, 2017	18	2017
Screening rules for overlapping group lasso S Lee, EP Xing arXiv preprint arXiv:1410.6880, 2014	18	2014
A network-driven approach for genome-wide association mapping S Lee, S Kong, EP Xing Bioinformatics 32 (12), i164-i173, 2016	11	2016
Primitives for dynamic big model parallelism S Lee, JK Kim, X Zheng, Q Ho, GA Gibson, EP Xing arXiv preprint arXiv:1406.4580, 2014	10	2014
GWAS in a box: statistical and visual analytics of structured associations via GenAMap EP Xing, RE Curtis, G Schoenherr, S Lee, J Yin, K Puniyani, W Wu, ... PLoS One 9 (6), e97524, 2014	9	2014

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