Sangkeun Matthew (Matt) Lee

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Supriya ChinthavaliOak Ridge National LaboratoryVerified email at ornl.gov
Mallikarjun ShankarDistinguished Research Scientist, Oak Ridge National LaboratoryVerified email at ornl.gov
Minsuk KahngResearch Scientist, Google DeepMindVerified email at google.com
Dongwon ShinSenior R&D Staff Member of Materials Science and Technology Division, Oak Ridge National LaboratoryVerified email at ornl.gov
Seung-Hwan LimOak Ridge National LaboratoryVerified email at ornl.gov
James A. HaynesResearch Consortium Manager, Oak Ridge National LaboratoryVerified email at ornl.gov
Anika TabassumOak Ridge National Laboratory, Virginia TechVerified email at ornl.gov
Dongjoo LeeSamsung ElectronicsVerified email at europa.snu.ac.kr
Sisi DuanResearch Scientist, PhD Advisor, Tsinghua UniversityVerified email at mail.tsinghua.edu.cn
Yukinori YamamotoOak Ridge National LaboratoryVerified email at ornl.gov
B. Aditya PrakashAssociate Professor, Georgia Institute of TechnologyVerified email at cs.cmu.edu
Teja KurugantiOak Ridge National LaboratoryVerified email at ornl.gov
Liangzhe ChenPinterestVerified email at vt.edu
Sang-goo LeeProfessor of Computer Science and Engineering, Seoul National UniversityVerified email at snu.ac.kr
Mahabir BhandariR&D Staff, Oak Ridge National Laboratory (ORNL)Verified email at ornl.gov
Michael P BradyOak Ridge National LaboratoryVerified email at ornl.gov
Heather BuckberrySenior Project Manager, Barge Design SolutionsVerified email at bargedesign.com
Piljae ImOak Ridge National LaboratoryVerified email at ornl.gov
Stephen RaimanUniversity of MichiganVerified email at umich.edu
Youngjae KimProfessor, Department of Computer Science and Engineering, Sogang UniversityVerified email at sogang.ac.kr

Sangkeun Matthew (Matt) Lee

Computer Scientist, Discrete Algorithms Group, CSED, ORNL

Verified email at ornl.gov - Homepage

Artificial Intelligence Machine Learning Graph Analytics High Performance Computing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Solute segregation at the Al/θ′-Al2Cu interface in Al-Cu alloys D Shin, A Shyam, S Lee, Y Yamamoto, JA Haynes Acta Materialia 141, 327-340, 2017	172	2017
Aggregation and data analysis of corrosion studies in molten chloride and fluoride salts SS Raiman, S Lee Journal of Nuclear Materials 511, 523-535, 2018	156	2018
Random walk based entity ranking on graph for multidimensional recommendation S Lee, S Song, M Kahng, D Lee, S Lee Proceedings of the fifth ACM conference on Recommender systems, 93-100, 2011	125	2011
Modern data analytics approach to predict creep of high-temperature alloys D Shin, Y Yamamoto, MP Brady, S Lee, JA Haynes Acta Materialia 168, 321-330, 2019	103	2019
Exploiting contextual information from event logs for personalized recommendation D Lee, SE Park, M Kahng, S Lee, S Lee Computer and Information Science 2010, 121-139, 2010	82	2010
PathRank: Ranking nodes on a heterogeneous graph for flexible hybrid recommender systems S Lee, S Park, M Kahng, S Lee Expert Systems with Applications 40 (2), 684-697, 2013	70	2013
Survey and trend analysis of context-aware systems S Lee, J Chang, S Lee Information-An International Interdisciplinary Journal 14 (2), 527-548, 2011	63	2011
Session-based collaborative filtering for predicting the next song SE Park, S Lee, S Lee 2011 First ACIS/JNU International Conference on Computers, Networks, Systems …, 2011	49	2011
Ranking in context-aware recommender systems M Kahng, S Lee, S Lee Proceedings of the 20th international conference companion on World wide web …, 2011	46	2011
Pathrank: A novel node ranking measure on a heterogeneous graph for recommender systems S Lee, S Park, M Kahng, S Lee Proceedings of the 21st ACM international conference on Information and …, 2012	45	2012
Exploiting various implicit feedback for collaborative filtering B Yang, S Lee, S Park, S Lee Proceedings of the 21st International Conference on World Wide Web, 639-640, 2012	32	2012
Machine learning for thermal transport analysis of aluminum alloys with precipitate morphology J Wang, A Yousefzadi Nobakht, JD Blanks, D Shin, S Lee, A Shyam, ... Advanced Theory and Simulations 2 (4), 1800196, 2019	27	2019
Table2Graph: A Scalable Graph Construction From Relational Tables using Map-Reduce S Lee, SH Lim, BH Park Proceedings of the 2015 IEEE BigDataService, 2015	27	2015
Small Angle Scattering Data Analysis Assisted by Machine Learning Methods C Do, WR Chen, S Lee MRS Advances, 1-8, 2020	25	2020
Petascale supercomputing to accelerate the design of high-temperature alloys D Shin, S Lee, A Shyam, JA Haynes Science and Technology of advanced MaTerialS 18 (1), 828-838, 2017	25	2017
Advanced data science toolkit for non-data scientists–a user guide J Peng, S Lee, A Williams, JA Haynes, D Shin Calphad 68, 101733, 2020	24	2020
Hotspots: Failure cascades on heterogeneous critical infrastructure networks L Chen, X Xu, S Lee, S Duan, AG Tarditi, S Chinthavali, BA Prakash Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017	24	2017
Optimizing End-to-End Big Data Transfers over Terabits Network Infrastructure Y Kim, S Atchley, GR Valle ́e, S Lee, GM Shipman IEEE Transactions on Parallel and Distributed Systems (IEEE TPDS 2016), 2016	22	2016
A study on issues in context-aware systems based on a survey and service scenarios S Lee, S Park, S Lee 2009 10th ACIS International Conference on Software Engineering, Artificial …, 2009	22	2009
COVID-19 pandemic ramifications on residential Smart homes energy use load profiles S Chinthavali, V Tansakul, S Lee, M Whitehead, A Tabassum, M Bhandari, ... Energy and Buildings 259, 111847, 2022	21	2022

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