| Inductive representation learning on large graphs W Hamilton, Z Ying, J Leskovec Advances in neural information processing systems 30, 2017 | 26557 | 2017 |
| node2vec: Scalable feature learning for networks A Grover, J Leskovec Proceedings of the 22nd ACM SIGKDD international conference on Knowledge …, 2016 | 16105 | 2016 |
| How powerful are graph neural networks? K Xu, W Hu, J Leskovec, S Jegelka arXiv preprint arXiv:1810.00826, 2018 | 13883 | 2018 |
| On the opportunities and risks of foundation models R Bommasani, DA Hudson, E Adeli, R Altman, S Arora, S von Arx, ... arXiv preprint arXiv:2108.07258, 2021 | 9654 | 2021 |
| SNAP Datasets: Stanford large network dataset collection J Leskovec, A Krevl | 5462 | 2014 |
| Graph convolutional neural networks for web-scale recommender systems R Ying, R He, K Chen, P Eksombatchai, WL Hamilton, J Leskovec Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018 | 5385 | 2018 |
| Open graph benchmark: Datasets for machine learning on graphs W Hu, M Fey, M Zitnik, Y Dong, H Ren, B Liu, M Catasta, J Leskovec Advances in neural information processing systems 33, 22118-22133, 2020 | 4537 | 2020 |
| Friendship and mobility: user movement in location-based social networks E Cho, SA Myers, J Leskovec Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011 | 4129 | 2011 |
| Graph evolution: Densification and shrinking diameters J Leskovec, J Kleinberg, C Faloutsos ACM transactions on Knowledge Discovery from Data (TKDD) 1 (1), 2-es, 2007 | 3749 | 2007 |
| Graphs over time: densification laws, shrinking diameters and possible explanations J Leskovec, J Kleinberg, C Faloutsos Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005 | 3585 | 2005 |
| Cost-effective outbreak detection in networks J Leskovec, A Krause, C Guestrin, C Faloutsos, J VanBriesen, N Glance Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007 | 3491 | 2007 |
| The dynamics of viral marketing J Leskovec, LA Adamic, BA Huberman ACM Transactions on the Web (TWEB) 1 (1), 5-es, 2007 | 3426 | 2007 |
| Mining of massive data sets J Leskovec, A Rajaraman, JD Ullman Cambridge university press, 2020 | 3234 | 2020 |
| Gnnexplainer: Generating explanations for graph neural networks Z Ying, D Bourgeois, J You, M Zitnik, J Leskovec Advances in neural information processing systems 32, 2019 | 3126 | 2019 |
| Learning to discover social circles in ego networks J Leskovec, J Mcauley Advances in neural information processing systems 25, 2012 | 3052 | 2012 |
| Representation learning on graphs: Methods and applications WL Hamilton, R Ying, J Leskovec arXiv preprint arXiv:1709.05584, 2017 | 3045 | 2017 |
| Defining and evaluating network communities based on ground-truth J Yang, J Leskovec Proceedings of the ACM SIGKDD workshop on mining data semantics, 1-8, 2012 | 2934 | 2012 |
| Community structure in large networks: Natural cluster sizes and the absence of large well-defined clusters J Leskovec, KJ Lang, A Dasgupta, MW Mahoney Internet Mathematics 6 (1), 29-123, 2009 | 2554 | 2009 |
| Hidden factors and hidden topics: understanding rating dimensions with review text J McAuley, J Leskovec Proceedings of the 7th ACM conference on Recommender systems, 165-172, 2013 | 2525 | 2013 |
| Hierarchical graph representation learning with differentiable pooling Z Ying, J You, C Morris, X Ren, W Hamilton, J Leskovec Advances in neural information processing systems 31, 2018 | 2463 | 2018 |
Rex (Zhitao) YingYale UniversityVerified email at yale.edu
Christos FaloutsosCMUVerified email at cs.cmu.edu
Jon KleinbergProfessor of Computer Science, Cornell UniversityVerified email at cs.cornell.edu
William L HamiltonAssistant Professor of Computer Science, McGill University and MilaVerified email at cs.mcgill.ca
Julian McAuleyProfessor, UC San DiegoVerified email at eng.ucsd.edu
Dan JurafskyProfessor of Linguistics and Computer Science, Stanford UniversityVerified email at stanford.edu
Jaewon YangPinterestVerified email at cs.stanford.edu
Michael MahoneyProfessor of Statistics, UC BerkeleyVerified email at stat.berkeley.edu
