Nesreen Ahmed

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Citations	5382	4662
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Ryan A. RossiAdobe ResearchVerified email at adobe.com
Jennifer NevilleProfessor of Computer Science and Statistics, Purdue UniversityVerified email at cs.purdue.edu
John Boaz LeeResearch Scientist, FacebookVerified email at fb.com
Nick DuffieldDirector, Texas A&M Institute of Data Science; Royce E. Wisenbaker Professorship I in ECEVerified email at ece.tamu.edu
Ramana KOMPELLACisco Systems, Google Inc, Purdue UniversityVerified email at cisco.com
Amir AtiyaCairo UniversityVerified email at cu.edu.eg
Xiangnan KongWorcester Polytechnic InstituteVerified email at wpi.edu
Anup B. RaoGeorgia Institute of TechnologyVerified email at gatech.edu
Krste AsanovicUC BerkeleyVerified email at berkeley.edu
Ion StoicaProfessor of Computer Science, UC BerkeleyVerified email at cs.berkeley.edu
Ameer Haj-AliEngineering manager @ Anyscale, Ph.D., Electrical Engineering and Computer Science, UC BerkeleyVerified email at berkeley.edu
Mohammad Al HasanProfessor of Computer Science, IUPUI, IN, USAVerified email at iupui.edu
Danai KoutraUniversity of Michigan, Ann ArborVerified email at umich.edu
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Shaden SmithSenior Research SDE, MicrosoftVerified email at cs.umn.edu
George KarypisDistinguished McKnight University Professor, CS&E, University of MinnesotaVerified email at umn.edu
Ancy TomPhD student, University of MinnesotaVerified email at umn.edu
Michael W. ColeAssociate Professor of Neuroscience, Rutgers UniversityVerified email at rutgers.edu
Nicholas Turk-BrowneYale UniversityVerified email at yale.edu
Tung MaiAdobe ResearchVerified email at adobe.com

Nesreen Ahmed

Principal Scientist, Intel Labs (PhD in CS, Purdue University)

Verified email at intel.com - Homepage

Machine Learning Statistical Relational Learning Geometric Deep Learning Graph Representation Learning ML for Systems


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
The network data repository with interactive graph analytics and visualization R Rossi, NK Ahmed Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015	1242	2015
An Empirical Comparison of Machine Learning Models for Time Series Forecasting NK Ahmed, AF Atiya, NE Gayar, H El-Shishiny Econometric Reviews 29 (5-6), 594-621, 2010	634	2010
Continuous-time dynamic network embeddings GH Nguyen, JB Lee, RA Rossi, NK Ahmed, E Koh, S Kim Proceedings of the The Web Conference 2018, 969-976, 2018	263	2018
Network sampling: From static to streaming graphs NK Ahmed, J Neville, R Kompella ACM Transactions on Knowledge Discovery from Data (TKDD) 8 (2), 1-56, 2013	244	2013
Efficient graphlet counting for large networks NK Ahmed, J Neville, RA Rossi, N Duffield IEEE International Conference on Data Mining, 1-10, 2015	214	2015
Role discovery in networks RA Rossi, NK Ahmed IEEE Transactions on Knowledge and Data Engineering 27 (4), 1112-1131, 2015	213	2015
Understanding shape entropy through local dense packing G van Anders, D Klotsa, NK Ahmed, M Engel, SC Glotzer Proceedings of the National Academy of Sciences 111 (45), E4812-E4821, 2011	200	2011
Entropically patchy particles: engineering valence through shape entropy G van Anders, NK Ahmed, R Smith, M Engel, SC Glotzer Acs Nano 8 (1), 931-940, 2013	177	2013
Attention models in graphs: A survey JB Lee, RA Rossi, S Kim, NK Ahmed, E Koh ACM Transactions on Knowledge Discovery from Data (TKDD) 13 (6), 1-25, 2019	161	2019
Graph sample and hold: A framework for big-graph analytics NK Ahmed, N Duffield, J Neville, R Kompella Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	144	2014
Temporal Network Representation Learning JB Lee, G Nguyen, RA Rossi, NK Ahmed, E Koh, S Kim arXiv preprint arXiv:1904.06449, 2019	107	2019
Graphlet decomposition: Framework, algorithms, and applications NK Ahmed, J Neville, RA Rossi, NG Duffield, TL Willke Knowledge and Information Systems 50 (3), 689-722, 2017	88	2017
Learning role-based graph embeddings NK Ahmed, R Rossi, JB Lee, TL Willke, R Zhou, X Kong, H Eldardiry Proceedings of IJCAI, 2018	81*	2018
On sampling from massive graph streams NK Ahmed, N Duffield, TL Willke, RA Rossi Proceedings of the VLDB Endowment 10 (11), 1430-1441, 2017	76	2017
Time-based sampling of social network activity graphs NK Ahmed, F Berchmans, J Neville, R Kompella Proceedings of the eighth workshop on mining and learning with graphs, 1-9, 2010	61	2010
Higher-Order Network Representation Learning RA Rossi, NK Ahmed, E Koh Proceedings of the Web Conference (WWW), 2018	56	2018
Estimating network degree distributions under sampling: an inverse problem, with applications to monitoring social media networks H Crane, J Abello, A Buchsbaum, J Westbrook, D Achlioptas, A Clauset, ... Probabilistic Foundations of Statistical Network Analysis 9 (1), 1-14, 2018	55	2018
An interactive data repository with visual analytics RA Rossi, NK Ahmed ACM SIGKDD Explorations Newsletter 17 (2), 37-41, 2016	54	2016
Deep feature learning for graphs RA Rossi, R Zhou, NK Ahmed arXiv preprint arXiv:1704.08829, 2017	51	2017
On Proximity and Structural Role-based Embeddings in Networks: Misconceptions, Techniques, and Applications RA Rossi, D Jin, S Kim, NK Ahmed, D Koutra, JB Lee arXiv preprint arXiv:1908.08572, 2019	50*	2019

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