Ryan A. Rossi

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Nesreen K. AhmedPrincipal Scientist, Intel AI ResearchVerified email at intel.com
John Boaz LeeResearch Scientist, FacebookVerified email at fb.com
Fan DuAdobe ResearchVerified email at adobe.com
Jennifer NevilleProfessor of Computer Science and Statistics, Purdue UniversityVerified email at cs.purdue.edu
Anup B. RaoGeorgia Institute of TechnologyVerified email at gatech.edu
Nedim LipkaAdobe Systems IncVerified email at adobe.com
Hoda EldardiryVirginia TechVerified email at vt.edu
Xiangnan KongWorcester Polytechnic InstituteVerified email at wpi.edu
Tung MaiAdobe ResearchVerified email at adobe.com
Theodore WillkeIntel LabsVerified email at intel.com
Handong ZhaoAdobe ResearchVerified email at ece.neu.edu
Danai KoutraUniversity of Michigan, Ann ArborVerified email at umich.edu
Nick DuffieldDirector, Texas A&M Institute of Data Science; Royce E. Wisenbaker Professorship I in ECEVerified email at ece.tamu.edu
David GleichPurdue UniversityVerified email at purdue.edu
Di JinPhD from Computer Science & Engineering, University of Michigan, Ann ArborVerified email at umich.edu
Assefaw GebremedhinWashington State University, School of EECSVerified email at eecs.wsu.edu
Shunan GuoAdobe ResearchVerified email at adobe.com
Brian GallagherComputer ScientistVerified email at briangallagher.net
Sana MalikAdobe ResearchVerified email at adobe.com
Xin QianUniversity of Maryland, College ParkVerified email at umd.edu

Ryan A. Rossi

Other namesRyan Rossi

Adobe Research

Verified email at adobe.com - Homepage

Machine Learning Graph Neural Networks Graph Representation Learning Graph ML Graph Theory


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, N Ahmed AAAI 15, 4292-4293, 2015	2183	2015
Continuous-time dynamic network embeddings GH Nguyen, JB Lee, RA Rossi, NK Ahmed, E Koh, S Kim WWW, 969-976, 2018	498	2018
Efficient graphlet counting for large networks NK Ahmed, J Neville, RA Rossi, N Duffield IEEE International Conference on Data Mining (ICDM), 1-10, 2015	275	2015
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	272	2019
Graph classification using structural attention JB Lee, R Rossi, X Kong Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018	268	2018
Role Discovery in Networks RA Rossi, NK Ahmed IEEE Transactions on Knowledge and Data Engineering, 20, 2014	258	2014
Modeling Dynamic Behavior in Large Evolving Graphs RA Rossi, B Gallagher, J Neville, K Henderson Proceedings of the Sixth ACM International Conference on Web Search and Data …, 2013	242	2013
Graph neural networks with heterophily J Zhu, RA Rossi, A Rao, T Mai, N Lipka, NK Ahmed, D Koutra Proceedings of the AAAI conference on artificial intelligence 35 (12), 11168 …, 2021	180	2021
Temporal network representation learning JB Lee, G Nguyen, RA Rossi, NK Ahmed, E Koh, S Kim arXiv preprint arXiv:1904.06449, 2019	133	2019
Scalable relational learning for large heterogeneous networks RA Rossi, R Zhou IEEE International Conference on Data Science and Advanced Analytics (DSAA …, 2015	125*	2015
An interactive data repository with visual analytics RA Rossi, NK Ahmed ACM SIGKDD Explorations Newsletter 17 (2), 37-41, 2016	123*	2016
Learning Role-based Graph Embeddings NK Ahmed, RA Rossi, R Zhou, JB Lee, X Kong, T Willke, H Eldardiry IJCAI, 2018	117*	2018
Graphlet decomposition: Framework, algorithms, and applications NK Ahmed, J Neville, RA Rossi, NG Duffield, TL Willke Knowledge and Information Systems 50, 689-722, 2017	113	2017
Fast maximum clique algorithms for large graphs RA Rossi, DF Gleich, AH Gebremedhin, MMA Patwary Proceedings of the 23rd International Conference on World Wide Web Companion …, 2014	110	2014
On sampling from massive graph streams NK Ahmed, N Duffield, T Willke, RA Rossi VLDB, 2017	100	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 TKDD, 2020	99*	2020
Role-based graph embeddings NK Ahmed, RA Rossi, JB Lee, TL Willke, R Zhou, X Kong, H Eldardiry IEEE Transactions on Knowledge and Data Engineering 34 (5), 2401-2415, 2020	95*	2020
Parallel Maximum Clique Algorithms with Applications to Network Analysis RA Rossi, DF Gleich, AH Gebremedhin SIAM Journal on Scientific Computing (SISC) 37 (5), 28, 2015	95	2015
Transforming graph data for statistical relational learning RA Rossi, LK McDowell, DW Aha, J Neville Journal of Artificial Intelligence Research 45, 363-441, 2012	93	2012
Higher-order Network Representation Learning RA Rossi, NK Ahmed, E Koh WWW, 2018	91	2018

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