Elamur Research⌕
☰
home / authors / Jure Leskovec / all works

Jure Leskovec — all works

507 works · page 1 of 6 · 1–100 · ← Jure Leskovec

1 2 … 6

  1. node2vec ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetAditya Grover, Jure Leskovec2016 · 10,750 citations
  2. Inductive Representation Learning on Large GraphsarXiv:1706.02216William L. Hamilton, Rex Ying, Jure Leskovec2017 · 4,795 citations
  3. Graph Convolutional Neural Networks for Web-Scale Recommender Systems ↗ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · no summary yetRex Ying et al.2018 · 3,023 citations
  4. Friendship and mobility ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetEunjoon Cho, Seth A. Myers, Jure Leskovec2011 · 2,903 citations
  5. Cost-effective outbreak detection in networks ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetJure Leskovec et al.2007 · 2,508 citations
  6. Graph evolution ↗ACM Transactions on Knowledge Discovery from Data · no summary yetJure Leskovec, Jon M. Kleinberg, Christos Faloutsos2007 · 2,462 citations
  7. Graphs over time ↗no summary yetJure Leskovec, Jon M. Kleinberg, Christos Faloutsos2005 · 2,269 citations
  8. The dynamics of viral marketing ↗ACM Transactions on the Web · no summary yetJure Leskovec, Lada A. Adamic, Bernardo A. Huberman2005 · 2,047 citations
  9. Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters ↗Internet Mathematics · no summary yetJure Leskovec et al.2009 · 1,886 citations
  10. Learning to Discover Social Circles in Ego Networks ↗neural information processing systems · no summary yetJure Leskovec, Julian McAuley2012 · 1,633 citations
  11. Hidden factors and hidden topics ↗ACM Conference on Recommender Systems (RecSys) · no summary yetJulian McAuley, Jure Leskovec2013 · 1,574 citations
  12. Meme-tracking and the dynamics of the news cycle ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetJure Leskovec, Lars Bäckström, Jon M. Kleinberg2009 · 1,568 citations
  13. Mobility network models of COVID-19 explain inequities and inform reopening ↗Nature · no summary yetSerina Y. Chang et al.2020 · 1,532 citations
  14. Modeling polypharmacy side effects with graph convolutional networks ↗Bioinformatics · no summary yetMarinka Žitnik, Monica Agrawal, Jure Leskovec2018 · 1,517 citations
  15. Predicting positive and negative links in online social networks ↗International World Wide Web Conference (WWW) · no summary yetJure Leskovec, Daniel P. Huttenlocher, Jon M. Kleinberg2010 · 1,489 citations
  16. Defining and evaluating network communities based on ground-truth ↗Knowledge and Information Systems · no summary yetJaewon Yang, Jure Leskovec2013 · 1,442 citations
  17. Signed networks in social media ↗ACM SIGCHI Conference on Human Factors in Computing Systems (CHI) · no summary yetJure Leskovec, Daniel P. Huttenlocher, Jon M. Kleinberg2010 · 1,324 citations
  18. Higher-order organization of complex networks ↗Science · no summary yetAustin R. Benson, David F. Gleich, Jure Leskovec2016 · 1,283 citations
  19. Diachronic Word Embeddings Reveal Statistical Laws of Semantic ChangeAnnual Meeting of the Association for Computational Linguistics (ACL)William L. Hamilton, Jure Leskovec, Dan Jurafsky2016 · 1,278 citations
  20. Sampling from large graphs ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetJure Leskovec, Christos Faloutsos2006 · 1,188 citations
  21. Sampling from Large Graphs ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetJure Leskovec, Jure Leskovec2008 · 1,170 citations
  22. Mining of Massive Datasets ↗Cambridge University Press eBooks · no summary yetJure Leskovec, Anand Rajaraman, Jeffrey David Ullman2014 · 1,087 citations
  23. Patterns of temporal variation in online media ↗ACM International Conference on Web Search and Data Mining (WSDM) · no summary yetJaewon Yang, Jure Leskovec2011 · 1,007 citations
  24. Large-scale physical activity data reveal worldwide activity inequality ↗Nature · no summary yetTim Althoff et al.2017 · 1,004 citations
  25. Supervised random walks ↗ACM International Conference on Web Search and Data Mining (WSDM) · no summary yetLars Bäckström, Jure Leskovec2011 · 982 citations
  26. Empirical comparison of algorithms for network community detection ↗International World Wide Web Conference (WWW) · no summary yetJure Leskovec, Kevin J. Lang, Michael W. Mahoney2010 · 921 citations
  27. Statistical properties of community structure in large social and information networks ↗International World Wide Web Conference (WWW) · no summary yetJure Leskovec et al.2008 · 867 citations
  28. Hierarchical graph representation learning with differentiable pooling ↗neural information processing systems · no summary yetZhitao Ying et al.2018 · 865 citations
  29. Overlapping community detection at scale ↗ACM International Conference on Web Search and Data Mining (WSDM) · no summary yetJaewon Yang, Jure Leskovec2013 · 852 citations
  30. Fly Cell Atlas: A single-nucleus transcriptomic atlas of the adult fruit fly ↗Science · no summary yetHongjie Li et al.2022 · 837 citations
  31. Human Decisions and Machine Predictions ↗The Quarterly Journal of Economics · no summary yetJon M. Kleinberg et al.2017 · 821 citations
  32. Epidemic thresholds in real networks ↗ACM Transactions on Information and System Security · no summary yetDeepayan Chakrabarti et al.2008 · 788 citations
  33. 4 Community Detection in Networks with Node Attributes ↗no summary yetJaewon Yang, Julian McAuley, Jure Leskovec2013 · 764 citations
  34. QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetMichihiro Yasunaga et al.2021 · 742 citations
  35. Microscopic evolution of social networks ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetJure Leskovec et al.2008 · 737 citations
  36. Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks ↗ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · no summary yetSrijan Kumar, Xikun Zhang, Jure Leskovec2019 · 724 citations
  37. Kronecker Graphs: An Approach to Modeling Networks ↗arXiv (Cornell University) · no summary yetJure Leskovec et al.2008 · 722 citations
  38. Open Graph Benchmark: Datasets for Machine Learning on Graphs ↗arXiv:2005.00687 · no summary yetWeihua Hu et al.2020 · 712 citations
  39. Inferring networks of diffusion and influence ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetManuel Gomez-Rodriguez, Jure Leskovec, Andreas Krause2010 · 689 citations
  40. GNNExplainer: Generating Explanations for Graph Neural Networks ↗arXiv (Cornell University) · no summary yetRex Ying et al.2019 · 685 citations
  41. Interpretable Decision Sets ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetHimabindu Lakkaraju, Stephen H. Bach, Jure Leskovec2016 · 670 citations
  42. Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems ↗ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · no summary yetHongwei Wang et al.2019 · 663 citations
  43. Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities ↗Information Fusion · no summary yetMarinka Žitnik et al.2018 · 663 citations
  44. How Powerful are Graph Neural Networks?arXiv:1810.00826Keyulu Xu, Weihua Hu, Jure Leskovec, et al.2018 · 655 citations
  45. Inferring Networks of Substitutable and Complementary Products ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetJulian McAuley, Rahul Pandey, Jure Leskovec2015 · 644 citations
  46. Planetary-scale views on a large instant-messaging network ↗International World Wide Web Conference (WWW) · no summary yetJure Leskovec, Eric Horvitz2008 · 620 citations
  47. Local Higher-Order Graph Clustering ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetHao Yin et al.2017 · 587 citations
  48. Community Detection in Networks with Node Attributes ↗Proceedings · no summary yetJaewon Yang, Julian McAuley, Jure Leskovec2013 · 580 citations
  49. The Battle of the Water Sensor Networks (BWSN): A Design Challenge for Engineers and Algorithms ↗Journal of Water Resources Planning and Management · no summary yetAvi Ostfeld et al.2008 · 580 citations
  50. Patterns of Cascading Behavior in Large Blog Graphs ↗SIAM International Conference on Data Mining · no summary yetJure Leskovec et al.2007 · 573 citations
  51. Can cascades be predicted ↗International World Wide Web Conference (WWW) · no summary yetJustin S. Cheng et al.2014 · 555 citations
  52. Motifs in Temporal Networks ↗ACM International Conference on Web Search and Data Mining (WSDM) · no summary yetAshwin Paranjape, Austin R. Benson, Jure Leskovec2017 · 550 citations
  53. Modeling Information Diffusion in Implicit Networks ↗Proceedings · no summary yetJaewon Yang, Jure Leskovec2010 · 550 citations
  54. Predicting multicellular function through multi-layer tissue networks ↗Bioinformatics · no summary yetMarinka Žitnik, Jure Leskovec2017 · 542 citations
  55. From amateurs to connoisseurs ↗International World Wide Web Conference (WWW) · no summary yetJulian McAuley, Jure Leskovec2013 · 525 citations
  56. Anyone Can Become a Troll ↗arXiv:1702.01119 · no summary yetJustin S. Cheng et al.2017 · 516 citations
  57. Engaging with massive online courses ↗International World Wide Web Conference (WWW) · no summary yetAshton Anderson et al.2014 · 507 citations
  58. GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models ↗arXiv (Cornell University) · no summary yetJiaxuan You et al.2018 · 490 citations
  59. node2vec: Scalable Feature Learning for Networks ↗PubMed · no summary yetAditya Grover, Jure Leskovec2016 · 484 citations
  60. SEISMIC ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetQingyuan Zhao et al.2015 · 478 citations
  61. Information diffusion and external influence in networks ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetSeth A. Myers, Chenguang Zhu, Jure Leskovec2012 · 477 citations
  62. Learning to Simulate Complex Physics with Graph Networks ↗arXiv:2002.09405 · no summary yetAlvaro Sanchez-Gonzalez et al.2020 · 462 citations
  63. LinkBERT: Pretraining Language Models with Document LinksAnnual Meeting of the Association for Computational Linguistics (ACL)Michihiro Yasunaga, Jure Leskovec, Percy Liang2022 · 458 citations
  64. Inferring Networks of Diffusion and Influence ↗ACM Transactions on Knowledge Discovery from Data · no summary yetManuel Gomez-Rodriguez, Jure Leskovec, Andreas Krause2012 · 445 citations
  65. Inducing Domain-Specific Sentiment Lexicons from Unlabeled CorporaConference on Empirical Methods in Natural Language Processing (EMNLP)William L. Hamilton, Kevin Clark, Jure Leskovec, et al.2016 · 435 citations
  66. Mining of Massive Datasets ↗Cambridge University Press eBooks · no summary yetJure Leskovec, Anand Rajaraman, Jeffrey David Ullman2020 · 434 citations
  67. Efficient Sensor Placement Optimization for Securing Large Water Distribution Networks ↗Journal of Water Resources Planning and Management · no summary yetAndreas Krause et al.2008 · 415 citations
  68. WILDS: A Benchmark of in-the-Wild Distribution Shifts ↗CaltechAUTHORS (California Institute of Technology) · no summary yetPang Wei Koh et al.2020 · 405 citations
  69. Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental HealthTransactions of the Association for Computational Linguistics (TACL)Tim Althoff, Kevin Clark, Jure Leskovec2016 · 395 citations
  70. Learning Structural Node Embeddings via Diffusion Wavelets ↗ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · no summary yetClaire Donnat et al.2018 · 366 citations
  71. Representation Learning on Graphs: Methods and Applications ↗arXiv (Cornell University) · no summary yetWilliam L. Hamilton, Rex Ying, Jure Leskovec2017 · 366 citations
  72. Discovering social circles in ego networks ↗ACM Transactions on Knowledge Discovery from Data · no summary yetJulian McAuley, Jure Leskovec2014 · 366 citations
  73. Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication ↗Lecture notes in computer science · no summary yetJure Leskovec et al.2005 · 363 citations
  74. Steering user behavior with badges ↗International World Wide Web Conference (WWW) · no summary yetAshton Anderson et al.2013 · 360 citations
  75. Discovering value from community activity on focused question answering sites ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetAshton Anderson et al.2012 · 358 citations
  76. Predicting transcriptional outcomes of novel multigene perturbations with GEARS ↗Nature Biotechnology · no summary yetYusuf Roohani, Kexin Huang, Jure Leskovec2023 · 352 citations
  77. No country for old members ↗International World Wide Web Conference (WWW) · no summary yetCristian Danescu-Niculescu-Mizil et al.2013 · 342 citations
  78. Community Interaction and Conflict on the Web ↗arXiv:1803.03697 · no summary yetSrijan Kumar et al.2018 · 331 citations
  79. Disinformation on the Web ↗International World Wide Web Conference (WWW) · no summary yetSrijan Kumar, Robert West, Jure Leskovec2016 · 328 citations
  80. Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic ChangeConference on Empirical Methods in Natural Language Processing (EMNLP)William L. Hamilton, Jure Leskovec, Dan Jurafsky2016 · 325 citations
  81. Antisocial Behavior in Online Discussion Communities ↗Proceedings of the International AAAI Conference on Web and Social Media · no summary yetJustin S. Cheng, Cristian Danescu-Niculescu-Mizil, Jure Leskovec2015 · 318 citations
  82. Organization of the human intestine at single-cell resolution ↗Nature · no summary yetJohn W. Hickey et al.2023 · 312 citations
  83. Graph Evolution: Densification and Shrinking Diameters ↗arXiv (Cornell University) · no summary yetJure Leskovec, Jon M. Kleinberg, Christos Faloutsos2006 · 312 citations
  84. Patterns of Influence in a Recommendation Network ↗Lecture notes in computer science · no summary yetJure Leskovec, Ajit Pratap Singh, Jon M. Kleinberg2006 · 310 citations
  85. Learning Attitudes and Attributes from Multi-aspect Reviews ↗Proceedings · no summary yetJulian McAuley, Jure Leskovec, Dan Jurafsky2012 · 304 citations
  86. Community-Affiliation Graph Model for Overlapping Network Community Detection ↗Proceedings · no summary yetJaewon Yang, Jure Leskovec2012 · 296 citations
  87. Hyperbolic Graph Convolutional Neural Networks ↗arXiv (Cornell University) · no summary yetInes Chami et al.2019 · 291 citations
  88. Structure and dynamics of information pathways in online media ↗ACM International Conference on Web Search and Data Mining (WSDM) · no summary yetManuel Gomez-Rodriguez, Jure Leskovec, Bernhard Schölkopf2013 · 275 citations
  89. An algorithmic approach to reducing unexplained pain disparities in underserved populations ↗Nature Medicine · no summary yetEmma Pierson et al.2021 · 266 citations
  90. Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation ↗arXiv (Cornell University) · no summary yetJiaxuan You et al.2018 · 259 citations
  91. Toeplitz Inverse Covariance-Based Clustering of Multivariate Time Series Data ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetDavid Hallac et al.2017 · 253 citations
  92. A foundation model for clinician-centered drug repurposing ↗Nature Medicine · no summary yetKexin Huang et al.2024 · 249 citations
  93. Network Lasso ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetDavid Hallac, Jure Leskovec, Stephen Boyd2015 · 235 citations
  94. Strategies for Pre-training Graph Neural Networks ↗arXiv (Cornell University) · no summary yetWeihua Hu et al.2019 · 228 citations
  95. Scalable modeling of real graphs using Kronecker multiplication ↗International Conference on Machine Learning · no summary yetJure Leskovec, Christos Faloutsos2007 · 226 citations
  96. Exploiting Social Network Structure for Person-to-Person Sentiment Analysis ↗Transactions of the Association for Computational Linguistics · no summary yetRobert West et al.2014 · 224 citations
  97. Artificial intelligence foundation for therapeutic science ↗Nature Chemical Biology · no summary yetKexin Huang et al.2022 · 201 citations
  98. Mining big data to extract patterns and predict real-life outcomes. ↗Psychological Methods · no summary yetMichał Kosiński et al.2016 · 201 citations
  99. The bursty dynamics of the Twitter information network ↗International World Wide Web Conference (WWW) · no summary yetSeth A. Myers, Jure Leskovec2014 · 199 citations
  100. Measurement error in network data: A re-classification ↗Social Networks · no summary yetDan J. Wang et al.2012 · 197 citations

1 2 … 6

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/jure-leskovec/works/