Skip to content

Jure Leskovec

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

223

Venues

33

Active years

2003–2025

Best venue rank

A*

Where they publish

Papers

223 indexed papers, newest first.

YearVenueTitleAuthors
2025AAAILearning Production Functions for Supply Chains with Graph Neural Networks.Serina Chang, Zhiyin Lin, Benjamin Yan, Swapnil Bembde, Qi Xiu, Chi Heem Wong, Yu Qin, Frank Kloster, Xi Luo, Raj Palleti, Jure Leskovec
2025ACLLarge Language Models are Good Relational Learners.Fang Wu, Vijay Prakash Dwivedi, Jure Leskovec
2025ICLRHolographic Node Representations: Pre-training Task-Agnostic Node Embeddings.Beatrice Bevilacqua, Joshua Robinson, Jure Leskovec, Bruno Ribeiro
2025ICLRLearning Efficient Positional Encodings with Graph Neural Networks.Charilaos I. Kanatsoulis, Evelyn Choi, Stefanie Jegelka, Jure Leskovec, Alejandro Ribeiro
2025ICLRBioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments.Yusuf H. Roohani, Andrew H. Lee, Qian Huang, Jian Vora, Zachary Steinhart, Kexin Huang, Alexander Marson, Percy Liang, Jure Leskovec
2025ICLRTabDiff: a Mixed-type Diffusion Model for Tabular Data Generation.Juntong Shi, Minkai Xu, Harper Hua, Hengrui Zhang, Stefano Ermon, Jure Leskovec
2025ICLREnergy-Based Diffusion Language Models for Text Generation.Minkai Xu, Tomas Geffner, Karsten Kreis, Weili Nie, Yilun Xu, Jure Leskovec, Stefano Ermon, Arash Vahdat
2025ICLRContextGNN: Beyond Two-Tower Recommendation Systems.Yiwen Yuan, Zecheng Zhang, Xinwei He, Akihiro Nitta, Weihua Hu, Manan Shah, Blaz Stojanovic, Shenyang Huang, Jan Eric Lenssen, Jure Leskovec, Matthias Fey
2025ICMLRelGNN: Composite Message Passing for Relational Deep Learning.Tianlang Chen, Charilaos I. Kanatsoulis, Jure Leskovec
2025ICMLAutomated Hypothesis Validation with Agentic Sequential Falsifications.Kexin Huang, Ying Jin, Ryan Li, Michael Y. Li, Emmanuel J. Cands, Jure Leskovec
2025ICMLZero-Shot Generalization of GNNs over Distinct Attribute Domains.Yangyi Shen, Jincheng Zhou, Beatrice Bevilacqua, Joshua Robinson, Charilaos I. Kanatsoulis, Jure Leskovec, Bruno Ribeiro
2025ICMLCollabLLM: From Passive Responders to Active Collaborators.Shirley Wu, Michel Galley, Baolin Peng, Hao Cheng, Gavin Li, Yao Dou, Weixin Cai, James Zou, Jure Leskovec, Jianfeng Gao
2025ICWSMLLMs Generate Structurally Realistic Social Networks but Overestimate Political Homophily.Serina Chang, Alicja Chaszczewicz, Emma Wang, Maya Josifovska, Emma Pierson, Jure Leskovec
2025KDDSurface-based Molecular Design with Multi-modal Flow Matching.Fang Wu, Zhengyuan Zhou, Shuting Jin, Xiangxiang Zeng, Jure Leskovec, Jinbo Xu
2025KDDRelational Deep Learning: Challenges, Foundations and Next-Generation Architectures.Vijay Prakash Dwivedi, Charilaos I. Kanatsoulis, Shenyang Huang, Jure Leskovec
2025WWWFrom Retrieval to Reasoning: Advancing AI Agents for Knowledge Discovery and Collaboration.Jure Leskovec
2024AAAIUncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution.Tailin Wu, Willie Neiswanger, Hongtao Zheng, Stefano Ermon, Jure Leskovec
2024ICLRVQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs.Ling Yang, Ye Tian, Minkai Xu, Zhongyi Liu, Shenda Hong, Wei Qu, Wentao Zhang, Bin Cui, Muhan Zhang, Jure Leskovec
2024ICLRContext-Aware Meta-Learning.Christopher Fifty, Dennis Duan, Ronald G. Junkins, Ehsan Amid, Jure Leskovec, Christopher R, Sebastian Thrun
2024ICLRCompositional Generative Inverse Design.Tailin Wu, Takashi Maruyama, Long Wei, Tao Zhang, Yilun Du, Gianluca Iaccarino, Jure Leskovec
2024ICLRLarge Language Models as Analogical Reasoners.Michihiro Yasunaga, Xinyun Chen, Yujia Li, Panupong Pasupat, Jure Leskovec, Percy Liang, Ed H. Chi, Denny Zhou
2024ICMLInferring Dynamic Networks from Marginals with Iterative Proportional Fitting.Serina Chang, Frederic Koehler, Zhaonan Qu, Jure Leskovec, Johan Ugander
2024ICMLPosition: Relational Deep Learning - Graph Representation Learning on Relational Databases.Matthias Fey, Weihua Hu, Kexin Huang, Jan Eric Lenssen, Rishabh Ranjan, Joshua Robinson, Rex Ying, Jiaxuan You, Jure Leskovec
2024ICMLMLAgentBench: Evaluating Language Agents on Machine Learning Experimentation.Qian Huang, Jian Vora, Percy Liang, Jure Leskovec
2024ICMLEquivariant Graph Neural Operator for Modeling 3D Dynamics.Minkai Xu, Jiaqi Han, Aaron Lou, Jean Kossaifi, Arvind Ramanathan, Kamyar Azizzadenesheli, Jure Leskovec, Stefano Ermon, Anima Anandkumar
2023AAAIEstimating Geographic Spillover Effects of COVID-19 Policies from Large-Scale Mobility Networks.Serina Chang, Damir Vrabac, Jure Leskovec, Johan Ugander
2023ICCVVQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering.Yanan Wang, Michihiro Yasunaga, Hongyu Ren, Shinya Wada, Jure Leskovec
2023ICLRAutoTransfer: AutoML with Knowledge Transfer - An Application to Graph Neural Networks.Kaidi Cao, Jiaxuan You, Jiaju Liu, Jure Leskovec
2023ICLRLearning Controllable Adaptive Simulation for Multi-resolution Physics.Tailin Wu, Takashi Maruyama, Qingqing Zhao, Gordon Wetzstein, Jure Leskovec
2023ICMLGeometric Latent Diffusion Models for 3D Molecule Generation.Minkai Xu, Alexander S. Powers, Ron O. Dror, Stefano Ermon, Jure Leskovec
2023ICMLRetrieval-Augmented Multimodal Language Modeling.Michihiro Yasunaga, Armen Aghajanyan, Weijia Shi, Richard James, Jure Leskovec, Percy Liang, Mike Lewis, Luke Zettlemoyer, Wen-Tau Yih
2023KDDGraph and Geometry Generative Modeling for Drug Discovery.Minkai Xu, Meng Liu, Wengong Jin, Shuiwang Ji, Jure Leskovec, Stefano Ermon
2023PODSDatabases as Graphs: Predictive Queries for Declarative Machine Learning.Jure Leskovec
2022AAAIData-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites.Zakaria Mehrab, Mandy L. Wilson, Serina Chang, Galen Harrison, Bryan L. Lewis, Alex Telionis, Justin Crow, Dennis Kim, Scott Spillmann, Kate Peters, Jure Leskovec, Madhav V. Marathe
2022ACLLinkBERT: Pretraining Language Models with Document Links.Michihiro Yasunaga, Jure Leskovec, Percy Liang
2022ICLRGreaseLM: Graph REASoning Enhanced Language Models.Xikun Zhang, Antoine Bosselut, Michihiro Yasunaga, Hongyu Ren, Percy Liang, Christopher D. Manning, Jure Leskovec
2022ICLROpen-World Semi-Supervised Learning.Kaidi Cao, Maria Brbic, Jure Leskovec
2022ICLRRelational Multi-Task Learning: Modeling Relations between Data and Tasks.Kaidi Cao, Jiaxuan You, Jure Leskovec
2022ICLRExtending the WILDS Benchmark for Unsupervised Adaptation.Shiori Sagawa, Pang Wei Koh, Tony Lee, Irena Gao, Sang Michael Xie, Kendrick Shen, Ananya Kumar, Weihua Hu, Michihiro Yasunaga, Henrik Marklund, Sara Beery, Etienne David, Ian Stavness, Wei Guo, Jure Leskovec, Kate Saenko, Tatsunori Hashimoto, Sergey Levine, Chelsea Finn, Percy Liang
2022KDDItemSage: Learning Product Embeddings for Shopping Recommendations at Pinterest.Paul Baltescu, Haoyu Chen, Nikil Pancha, Andrew Zhai, Jure Leskovec, Charles Rosenberg
2022KDDLearning Backward Compatible Embeddings.Weihua Hu, Rajas Bansal, Kaidi Cao, Nikhil Rao, Karthik Subbian, Jure Leskovec
2022KDDPinnerFormer: Sequence Modeling for User Representation at Pinterest.Nikil Pancha, Andrew Zhai, Jure Leskovec, Charles Rosenberg
2022KDDSMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs.Hongyu Ren, Hanjun Dai, Bo Dai, Xinyun Chen, Denny Zhou, Jure Leskovec, Dale Schuurmans
2022KDDLearning Large-scale Subsurface Simulations with a Hybrid Graph Network Simulator.Tailin Wu, Qinchen Wang, Yinan Zhang, Rex Ying, Kaidi Cao, Rok Sosic, Ridwan Jalali, Hassan Hamam, Marko Maucec, Jure Leskovec
2022KDDROLAND: Graph Learning Framework for Dynamic Graphs.Jiaxuan You, Tianyu Du, Jure Leskovec
2022WWWAnalytical Models for Motifs in Temporal Networks.Alexandra M. Porter, Baharan Mirzasoleiman, Jure Leskovec
2021AAAIIdentity-aware Graph Neural Networks.Jiaxuan You, Jonathan Michael Gomes Selman, Rex Ying, Jure Leskovec
2021EMNLPLM-Critic: Language Models for Unsupervised Grammatical Error Correction.Michihiro Yasunaga, Jure Leskovec, Percy Liang
2021ICLRConcept Learners for Few-Shot Learning.Kaidi Cao, Maria Brbic, Jure Leskovec
2021ICLRInductive Representation Learning in Temporal Networks via Causal Anonymous Walks.Yanbang Wang, Yen-Yu Chang, Yunyu Liu, Jure Leskovec, Pan Li
2021ICLRLanguage-Agnostic Representation Learning of Source Code from Structure and Context.Daniel Zgner, Tobias Kirschstein, Michele Catasta, Jure Leskovec, Stephan Gnnemann
2021ICMLGNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings.Matthias Fey, Jan Eric Lenssen, Frank Weichert, Jure Leskovec
2021ICMLWILDS: A Benchmark of in-the-Wild Distribution Shifts.Pang Wei Koh, Shiori Sagawa, Henrik Marklund, Sang Michael Xie, Marvin Zhang, Akshay Balsubramani, Weihua Hu, Michihiro Yasunaga, Richard Lanas Phillips, Irena Gao, Tony Lee, Etienne David, Ian Stavness, Wei Guo, Berton Earnshaw, Imran S. Haque, Sara M. Beery, Jure Leskovec, Anshul Kundaje, Emma Pierson, Sergey Levine, Chelsea Finn, Percy Liang
2021ICMLLEGO: Latent Execution-Guided Reasoning for Multi-Hop Question Answering on Knowledge Graphs.Hongyu Ren, Hanjun Dai, Bo Dai, Xinyun Chen, Michihiro Yasunaga, Haitian Sun, Dale Schuurmans, Jure Leskovec, Denny Zhou
2021IJCAIMulti-hop Attention Graph Neural Networks.Guangtao Wang, Rex Ying, Jing Huang, Jure Leskovec
2021IJCNNInductive Learning on Commonsense Knowledge Graph Completion.Bin Wang, Guangtao Wang, Jing Huang, Jiaxuan You, Jure Leskovec, C.-C. Jay Kuo
2021ICWSMDeception Detection in Group Video Conversations using Dynamic Interaction Networks.Srijan Kumar, Chongyang Bai, V. S. Subrahmanian, Jure Leskovec
2021KDDRelational Message Passing for Knowledge Graph Completion.Hongwei Wang, Hongyu Ren, Jure Leskovec
2021KDDSupporting COVID-19 Policy Response with Large-scale Mobility-based Modeling.Serina Chang, Mandy L. Wilson, Bryan L. Lewis, Zakaria Mehrab, Komal K. Dudakiya, Emma Pierson, Pang Wei Koh, Jaline Gerardin, Beth Redbird, David Grusky, Madhav V. Marathe, Jure Leskovec
2021KDDBipartite Dynamic Representations for Abuse Detection.Andrew Z. Wang, Rex Ying, Pan Li, Nikhil Rao, Karthik Subbian, Jure Leskovec
2021NAACLQA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering.Michihiro Yasunaga, Hongyu Ren, Antoine Bosselut, Percy Liang, Jure Leskovec
2021WWWTEDIC: Neural Modeling of Behavioral Patterns in Dynamic Social Interaction Networks.Yanbang Wang, Pan Li, Chongyang Bai, Jure Leskovec
2021WSDMF-FADE: Frequency Factorization for Anomaly Detection in Edge Streams.Yen-Yu Chang, Pan Li, Rok Sosic, M. H. Afifi, Marco Schweighauser, Jure Leskovec
2020ICLRSelection via Proxy: Efficient Data Selection for Deep Learning.Cody Coleman, Christopher Yeh, Stephen Mussmann, Baharan Mirzasoleiman, Peter Bailis, Percy Liang, Jure Leskovec, Matei Zaharia
2020ICLRStrategies for Pre-training Graph Neural Networks.Weihua Hu, Bowen Liu, Joseph Gomes, Marinka Zitnik, Percy Liang, Vijay S. Pande, Jure Leskovec
2020ICLRQuery2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings.Hongyu Ren, Weihua Hu, Jure Leskovec
2020ICMLCoresets for Data-efficient Training of Machine Learning Models.Baharan Mirzasoleiman, Jeff A. Bilmes, Jure Leskovec
2020ICMLLearning to Simulate Complex Physics with Graph Networks.Alvaro Sanchez-Gonzalez, Jonathan Godwin, Tobias Pfaff, Rex Ying, Jure Leskovec, Peter W. Battaglia
2020ICMLGraph Structure of Neural Networks.Jiaxuan You, Jure Leskovec, Kaiming He, Saining Xie
2020KDDRedundancy-Free Computation for Graph Neural Networks.Zhihao Jia, Sina Lin, Rex Ying, Jiaxuan You, Jure Leskovec, Alex Aiken
2020KDDPinnerSage: Multi-Modal User Embedding Framework for Recommendations at Pinterest.Aditya Pal, Chantat Eksombatchai, Yitong Zhou, Bo Zhao, Charles Rosenberg, Jure Leskovec
2020KDDMultiSage: Empowering GCN with Contextualized Multi-Embeddings on Web-Scale Multipartite Networks.Carl Yang, Aditya Pal, Andrew Zhai, Nikil Pancha, Jiawei Han, Charles Rosenberg, Jure Leskovec
2020WWWExpanding Taxonomies with Implicit Edge Semantics.Emaad A. Manzoor, Rui Li, Dhananjay Shrouty, Jure Leskovec
2020UAIOCEAN: Online Task Inference for Compositional Tasks with Context Adaptation.Hongyu Ren, Yuke Zhu, Jure Leskovec, Animashree Anandkumar, Animesh Garg
2019AIESFaithful and Customizable Explanations of Black Box Models.Himabindu Lakkaraju, Ece Kamar, Rich Caruana, Jure Leskovec
2019AISTATSInferring Multidimensional Rates of Aging from Cross-Sectional Data.Emma Pierson, Pang Wei Koh, Tatsunori B. Hashimoto, Daphne Koller, Jure Leskovec, Nick Eriksson, Percy Liang
2019CVPRComplete the Look: Scene-Based Complementary Product Recommendation.Wang-Cheng Kang, Eric Kim, Jure Leskovec, Charles Rosenberg, Julian J. McAuley
2019ICLRHow Powerful are Graph Neural Networks?Keyulu Xu, Weihua Hu, Jure Leskovec, Stefanie Jegelka
2019ICMLPosition-aware Graph Neural Networks.Jiaxuan You, Rex Ying, Jure Leskovec
2019IJCAIPredicting dominance in multi-person videos.Chongyang Bai, Maksim Bolonkin, Srijan Kumar, Jure Leskovec, Judee K. Burgoon, Norah E. Dunbar, V. S. Subrahmanian
2019IJCAIPredicting the Visual Focus of Attention in Multi-Person Discussion Videos.Chongyang Bai, Srijan Kumar, Jure Leskovec, Miriam J. Metzger, Jay F. Nunamaker Jr., V. S. Subrahmanian
2019IJCAISAGE: A Hybrid Geopolitical Event Forecasting System.Fred Morstatter, Aram Galstyan, Gleb Satyukov, Daniel Benjamin, Andrs Abeliuk, Mehrnoosh Mirtaheri, K. S. M. Tozammel Hossain, Pedro A. Szekely, Emilio Ferrara, Akira Matsui, Mark Steyvers, Stephen Bennett, David V. Budescu, Mark Himmelstein, Michael D. Ward, Andreas Beger, Michele Catasta, Rok Sosic, Jure Leskovec, Pavel Atanasov, Regina Joseph, Rajiv Sethi, Ali E. Abbas
2019KDDPredicting Dynamic Embedding Trajectory in Temporal Interaction Networks.Srijan Kumar, Xikun Zhang, Jure Leskovec
2019KDDKnowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems.Hongwei Wang, Fuzheng Zhang, Mengdi Zhang, Jure Leskovec, Miao Zhao, Wenjie Li, Zhongyuan Wang
2019WWWPanel: Computational Methods about Knowledge Graph.Jie Tang, Jure Leskovec, Kuansan Wang, Deborah L. McGuinness, Hassan Sawaf
2019WWWGoal-setting And Achievement In Activity Tracking Apps: A Case Study Of MyFitnessPal.Mitchell L. Gordon, Tim Althoff, Jure Leskovec
2019WWWPredicting pregnancy using large-scale datafrom a women's health tracking mobile application.Bo Liu, Shuyang Shi, Yongshang Wu, Daniel Thomas, Laura Symul, Emma Pierson, Jure Leskovec
2019WWWThe First International Workshop on Knowledge Graph Technology and Applications.Denny Vrandecic, Jure Leskovec
2019WWWHierarchical Temporal Convolutional Networks for Dynamic Recommender Systems.Jiaxuan You, Yichen Wang, Aditya Pal, Pong Eksombatchai, Chuck Rosenberg, Jure Leskovec
2019WSDMThe Local Closure Coefficient: A New Perspective On Network Clustering.Hao Yin, Austin R. Benson, Jure Leskovec
2018ICMLGraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models.Jiaxuan You, Rex Ying, Xiang Ren, William L. Hamilton, Jure Leskovec
2018IJCAIToeplitz Inverse Covariance-based Clustering of Multivariate Time Series Data.David Hallac, Sagar Vare, Stephen P. Boyd, Jure Leskovec
2018ICRAData-Driven Model Predictive Control of Autonomous Mobility-on-Demand Systems.Ramn Iglesias, Federico Rossi, Kevin Wang, David Hallac, Jure Leskovec, Marco Pavone
2018ICWSMDo Diffusion Protocols Govern Cascade Growth?Justin Cheng, Jon M. Kleinberg, Jure Leskovec, David Liben-Nowell, Bogdan State, Karthik Subbian, Lada A. Adamic
2018KDDLearning Structural Node Embeddings via Diffusion Wavelets.Claire Donnat, Marinka Zitnik, David Hallac, Jure Leskovec
2018KDDGraph Convolutional Neural Networks for Web-Scale Recommender Systems.Rex Ying, Ruining He, Kaifeng Chen, Pong Eksombatchai, William L. Hamilton, Jure Leskovec
2018PSBLarge-scale analysis of disease pathways in the human interactome.Monica Agrawal, Marinka Zitnik, Jure Leskovec
2018WWWI'll Be Back: On the Multiple Lives of Users of a Mobile Activity Tracking Application.Zhiyuan Lin, Tim Althoff, Jure Leskovec
2018WWWWelcome on Behalf of the Wiki Workshop Chairs & Organization.Robert West, Leila Zia, Dario Taraborelli, Jure Leskovec
2018WWWPixie: A System for Recommending 3+ Billion Items to 200+ Million Users in Real-Time.Chantat Eksombatchai, Pranav Jindal, Jerry Zitao Liu, Yuchen Liu, Rahul Sharma, Charles Sugnet, Mark Ulrich, Jure Leskovec
2018WWWCommunity Interaction and Conflict on the Web.Srijan Kumar, William L. Hamilton, Jure Leskovec, Dan Jurafsky
2018WWWModeling Interdependent and Periodic Real-World Action Sequences.Takeshi Kurashima, Tim Althoff, Jure Leskovec
2018WWWModeling Individual Cyclic Variation in Human Behavior.Emma Pierson, Tim Althoff, Jure Leskovec
2018WWWThe Shifting Landscape of Web Search and Mining: Past, Present, and Future.Davood Rafiei, Eugene Agichtein, Ricardo Baeza-Yates, Jon M. Kleinberg, Jure Leskovec
2018WSDMMIS2: Misinformation and Misbehavior Mining on the Web.Srijan Kumar, Meng Jiang, Taeho Jung, Roger Jie Luo, Jure Leskovec
2017AISTATSLearning the Network Structure of Heterogeneous Data via Pairwise Exponential Markov Random Fields.Youngsuk Park, David Hallac, Stephen P. Boyd, Jure Leskovec
2017CIKMModeling Affinity based Popularity Dynamics.Minkyoung Kim, Daniel A. McFarland, Jure Leskovec
2017CSCWAnyone Can Become a Troll: Causes of Trolling Behavior in Online Discussions.Justin Cheng, Michael S. Bernstein, Cristian Danescu-Niculescu-Mizil, Jure Leskovec
2017ICWSMLoyalty in Online Communities.William L. Hamilton, Justine Zhang, Cristian Danescu-Niculescu-Mizil, Dan Jurafsky, Jure Leskovec
2017ICWSMCommunity Identity and User Engagement in a Multi-Community Landscape.Justine Zhang, William L. Hamilton, Cristian Danescu-Niculescu-Mizil, Dan Jurafsky, Jure Leskovec
2017KDDNetwork Inference via the Time-Varying Graphical Lasso.David Hallac, Youngsuk Park, Stephen P. Boyd, Jure Leskovec
2017KDDToeplitz Inverse Covariance-Based Clustering of Multivariate Time Series Data.David Hallac, Sagar Vare, Stephen P. Boyd, Jure Leskovec
2017KDDThe Selective Labels Problem: Evaluating Algorithmic Predictions in the Presence of Unobservables.Himabindu Lakkaraju, Jon M. Kleinberg, Jure Leskovec, Jens Ludwig, Sendhil Mullainathan
2017KDDLocal Higher-Order Graph Clustering.Hao Yin, Austin R. Benson, Jure Leskovec, David F. Gleich
2017WWWPredicting Intent Using Activity Logs: How Goal Specificity and Temporal Range Affect User Behavior.Justin Cheng, Caroline Lo, Jure Leskovec
2017WWWAntisocial Behavior on the Web: Characterization and Detection.Srijan Kumar, Justin Cheng, Jure Leskovec
2017WWWAn Army of Me: Sockpuppets in Online Discussion Communities.Srijan Kumar, Justin Cheng, Jure Leskovec, V. S. Subrahmanian
2017WWWUnderstanding Online Collection Growth Over Time: A Case Study of Pinterest.Caroline Lo, Justin Cheng, Jure Leskovec
2017WWWHow Gamification Affects Physical Activity: Large-scale Analysis of Walking Challenges in a Mobile Application.Ali Shameli, Tim Althoff, Amin Saberi, Jure Leskovec
2017WWWWhy We Read Wikipedia.Philipp Singer, Florian Lemmerich, Robert West, Leila Zia, Ellery Wulczyn, Markus Strohmaier, Jure Leskovec
2017WSDMOnline Actions with Offline Impact: How Online Social Networks Influence Online and Offline User Behavior.Tim Althoff, Pranav Jindal, Jure Leskovec
2017WSDMMotifs in Temporal Networks.Ashwin Paranjape, Austin R. Benson, Jure Leskovec
2016ACLDiachronic Word Embeddings Reveal Statistical Laws of Semantic Change.William L. Hamilton, Jure Leskovec, Dan Jurafsky
2016EMNLPInducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora.William L. Hamilton, Kevin Clark, Jure Leskovec, Dan Jurafsky
2016EMNLPCultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change.William L. Hamilton, Jure Leskovec, Dan Jurafsky
2016KDDnode2vec: Scalable Feature Learning for Networks.Aditya Grover, Jure Leskovec
2016KDDInterpretable Decision Sets: A Joint Framework for Description and Prediction.Himabindu Lakkaraju, Stephen H. Bach, Jure Leskovec
2016KDDUnderstanding Behaviors that Lead to Purchasing: A Case Study of Pinterest.Caroline Lo, Dan Frankowski, Jure Leskovec
2016WWWDo Cascades Recur?Justin Cheng, Lada A. Adamic, Jon M. Kleinberg, Jure Leskovec
2016WWWDisinformation on the Web: Impact, Characteristics, and Detection of Wikipedia Hoaxes.Srijan Kumar, Robert West, Jure Leskovec
2016WWWGrowing Wikipedia Across Languages via Recommendation.Ellery Wulczyn, Robert West, Leila Zia, Jure Leskovec
2016SIGMODBeyond nodes and edges: multiresolution algorithms for network data.Jure Leskovec
2016WSDMImproving Website Hyperlink Structure Using Server Logs.Ashwin Paranjape, Robert West, Leila Zia, Jure Leskovec
2015ICWSMAntisocial Behavior in Online Discussion Communities.Justin Cheng, Cristian Danescu-Niculescu-Mizil, Jure Leskovec
2015KDDNetwork Lasso: Clustering and Optimization in Large Graphs.David Hallac, Jure Leskovec, Stephen P. Boyd
2015KDDInferring Networks of Substitutable and Complementary Products.Julian J. McAuley, Rahul Pandey, Jure Leskovec
2015KDDSEISMIC: A Self-Exciting Point Process Model for Predicting Tweet Popularity.Qingyuan Zhao, Murat A. Erdogdu, Hera Y. He, Anand Rajaraman, Jure Leskovec
2015WWWMining Missing Hyperlinks from Human Navigation Traces: A Case Study of Wikipedia.Robert West, Ashwin Paranjape, Jure Leskovec
2015WWWDonor Retention in Online Crowdfunding Communities: A Case Study of DonorsChoose.org.Tim Althoff, Jure Leskovec
2015WWWGlobal Diffusion via Cascading Invitations: Structure, Growth, and Homophily.Ashton Anderson, Daniel P. Huttenlocher, Jon M. Kleinberg, Jure Leskovec, Mitul Tiwari
2015WWWQUOTUS: The Structure of Political Media Coverage as Revealed by Quoting Patterns.Vlad Niculae, Caroline Suen, Justine Zhang, Cristian Danescu-Niculescu-Mizil, Jure Leskovec
2015WWWLarge Scale Network Analytics with SNAP: Tutorial at the World Wide Web 2015 Conference.Rok Sosic, Jure Leskovec
2015SIGMODRingo: Interactive Graph Analytics on Big-Memory Machines.Yonathan Perez, Rok Sosic, Arijit Banerjee, Rohan Puttagunta, Martin Raison, Pararth Shah, Jure Leskovec
2015WSDMNew Directions in Recommender Systems.Jure Leskovec
2015SDMTensor Spectral Clustering for Partitioning Higher-order Network Structures.Austin R. Benson, David F. Gleich, Jure Leskovec
2015SDMA Bayesian Framework for Modeling Human Evaluations.Himabindu Lakkaraju, Jure Leskovec, Jon M. Kleinberg, Sendhil Mullainathan
2014ICWSMHow Community Feedback Shapes User Behavior.Justin Cheng, Cristian Danescu-Niculescu-Mizil, Jure Leskovec
2014WWWEngaging with massive online courses.Ashton Anderson, Daniel P. Huttenlocher, Jon M. Kleinberg, Jure Leskovec
2014WWWStatus and friendship: mechanisms of social network evolution.Christina Brandt, Jure Leskovec
2014WWWCan cascades be predicted?Justin Cheng, Lada A. Adamic, P. Alex Dow, Jon M. Kleinberg, Jure Leskovec
2014WWWThe bursty dynamics of the Twitter information network.Seth A. Myers, Jure Leskovec
2014WWWFinding progression stages in time-evolving event sequences.Jaewon Yang, Julian J. McAuley, Jure Leskovec, Paea LePendu, Nigam Shah
2014WSDMThe last click: why users give up information network navigation.Aju Thalappillil Scaria, Rose Marie Philip, Robert West, Jure Leskovec
2014WSDMDetecting cohesive and 2-mode communities indirected and undirected networks.Jaewon Yang, Julian J. McAuley, Jure Leskovec
2013ACLA computational approach to politeness with application to social factors.Cristian Danescu-Niculescu-Mizil, Moritz Sudhof, Dan Jurafsky, Jure Leskovec, Christopher Potts
2013CIKMChanneling the deluge: research challenges for big data and information systems.Paul Bennett, C. Lee Giles, Alon Y. Halevy, Jiawei Han, Marti A. Hearst, Jure Leskovec
2013ICDMCommunity Detection in Networks with Node Attributes.Jaewon Yang, Julian J. McAuley, Jure Leskovec
2013ICMLModeling Information Propagation with Survival Theory.Manuel Gomez-Rodriguez, Jure Leskovec, Bernhard Schlkopf
2013ICWSMWhat's in a Name? Understanding the Interplay between Titles, Content, and Communities in Social Media.Himabindu Lakkaraju, Julian J. McAuley, Jure Leskovec
2013KDDInformation cartography: creating zoomable, large-scale maps of information.Dafna Shahaf, Jaewon Yang, Caroline Suen, Jeff Jacobs, Heidi Wang, Jure Leskovec
2013RecSysHidden factors and hidden topics: understanding rating dimensions with review text.Julian J. McAuley, Jure Leskovec
2013WWWSteering user behavior with badges.Ashton Anderson, Daniel P. Huttenlocher, Jon M. Kleinberg, Jure Leskovec
2013WWWNo country for old members: user lifecycle and linguistic change in online communities.Cristian Danescu-Niculescu-Mizil, Robert West, Dan Jurafsky, Jure Leskovec, Christopher Potts
2013WWWHow status and reputation shape human evaluations: consequences for recommender systems.Jure Leskovec
2013WWWFrom amateurs to connoisseurs: modeling the evolution of user expertise through online reviews.Julian J. McAuley, Jure Leskovec
2013WWWNIFTY: a system for large scale information flow tracking and clustering.Caroline Suen, Sandy Huang, Chantat Eksombatchai, Rok Sosic, Jure Leskovec
2013WSDMStructure and dynamics of information pathways in online media.Manuel Gomez-Rodriguez, Jure Leskovec, Bernhard Schlkopf
2013WSDMOverlapping community detection at scale: a nonnegative matrix factorization approach.Jaewon Yang, Jure Leskovec
2012ECCVImage Labeling on a Network: Using Social-Network Metadata for Image Classification.Julian J. McAuley, Jure Leskovec
2012ICDMLearning Attitudes and Attributes from Multi-aspect Reviews.Julian J. McAuley, Jure Leskovec, Dan Jurafsky
2012ICDMClash of the Contagions: Cooperation and Competition in Information Diffusion.Seth A. Myers, Jure Leskovec
2012ICDMDefining and Evaluating Network Communities Based on Ground-Truth.Jaewon Yang, Jure Leskovec
2012ICDMCommunity-Affiliation Graph Model for Overlapping Network Community Detection.Jaewon Yang, Jure Leskovec
2012ICMLLatent Multi-group Membership Graph Model.Myunghwan Kim, Jure Leskovec
2012ICWSMAutomatic Versus Human Navigation in Information Networks.Robert West, Jure Leskovec
2012KDDDiscovering value from community activity on focused question answering sites: a case study of stack overflow.Ashton Anderson, Daniel P. Huttenlocher, Jon M. Kleinberg, Jure Leskovec
2012KDDInformation diffusion and external influence in networks.Seth A. Myers, Chenguang Zhu, Jure Leskovec
2012WWWHuman wayfinding in information networks.Robert West, Jure Leskovec
2012WSDMEffects of user similarity in social media.Ashton Anderson, Daniel P. Huttenlocher, Jon M. Kleinberg, Jure Leskovec
2012WSDMThe life and death of online groups: predicting group growth and longevity.Sanjay Ram Kairam, Dan J. Wang, Jure Leskovec
2011ICWSMSentiment Flow Through Hyperlink Networks.Mahalia Miller, Conal Sathi, Daniel Wiesenthal, Jure Leskovec, Christopher Potts
2011ICWSMLeadLag LDA: Estimating Topic Specific Leads and Lags of Information Outlets.Ramesh Nallapati, Xiaolin Shi, Daniel A. McFarland, Jure Leskovec, Daniel Jurafsky
2011KDDFriendship and mobility: user movement in location-based social networks.Eunjoon Cho, Seth A. Myers, Jure Leskovec
2011WWWSocial media: source of information or bunch of noise.Amr El Abaddi, Lars Backstrom, Soumen Chakrabarti, Alejandro Jaimes, Jure Leskovec, Andrew Tomkins
2011WWWDynamics of bidding in a P2P lending service: effects of herding and predicting loan success.Simla Ceyhan, Xiaolin Shi, Jure Leskovec
2011WWWSocial media analytics: tracking, modeling and predicting the flow of information through networks.Jure Leskovec
2011UAIModeling Social Networks with Node Attributes using the Multiplicative Attribute Graph Model.Myunghwan Kim, Jure Leskovec
2011WSDMSupervised random walks: predicting and recommending links in social networks.Lars Backstrom, Jure Leskovec
2011WSDMCorrecting for missing data in information cascades.Eldar Sadikov, Montserrat Medina, Jure Leskovec, Hector Garcia-Molina
2011WSDMPatterns of temporal variation in online media.Jaewon Yang, Jure Leskovec
2011SDMThe Network Completion Problem: Inferring Missing Nodes and Edges in Networks.Myunghwan Kim, Jure Leskovec
2010CHISigned networks in social media.Jure Leskovec, Daniel P. Huttenlocher, Jon M. Kleinberg
2010ICDMModeling Information Diffusion in Implicit Networks.Jaewon Yang, Jure Leskovec
2010ICWSMGovernance in Social Media: A Case Study of the Wikipedia Promotion Process.Jure Leskovec, Daniel P. Huttenlocher, Jon M. Kleinberg
2010KDDInferring networks of diffusion and influence.Manuel Gomez-Rodriguez, Jure Leskovec, Andreas Krause
2010WWWPredicting positive and negative links in online social networks.Jure Leskovec, Daniel P. Huttenlocher, Jon M. Kleinberg
2010WWWEmpirical comparison of algorithms for network community detection.Jure Leskovec, Kevin J. Lang, Michael W. Mahoney
2010SDMRadius Plots for Mining Tera-byte Scale Graphs: Algorithms, Patterns, and Observations.U Kang, Charalampos E. Tsourakakis, Ana Paula Appel, Christos Faloutsos, Jure Leskovec
2010WAWMultiplicative Attribute Graph Model of Real-World Networks.Myunghwan Kim, Jure Leskovec
2009CIKMNetworks, communities and kronecker products.Jure Leskovec
2009ICMLTutorial summary: Large social and information networks: opportunities for ML.Jure Leskovec
2009ICWSMModeling Blog Dynamics.Michaela Goetz, Jure Leskovec, Mary McGlohon, Christos Faloutsos
2009KDDMeme-tracking and the dynamics of the news cycle.Jure Leskovec, Lars Backstrom, Jon M. Kleinberg
2009SDMShatterPlots: Fast Tools for Mining Large Graphs.Ana Paula Appel, Deepayan Chakrabarti, Christos Faloutsos, Ravi Kumar, Jure Leskovec, Andrew Tomkins
2008ICDEMonitoring Network Evolution using MDL.Jure Ferlez, Christos Faloutsos, Jure Leskovec, Dunja Mladenic, Marko Grobelnik
2008KDDSocial networks: looking ahead.Ravi Kumar, Alexander Tuzhilin, Christos Faloutsos, David D. Jensen, Gueorgi Kossinets, Jure Leskovec, Andrew Tomkins
2008KDDMicroscopic evolution of social networks.Jure Leskovec, Lars Backstrom, Ravi Kumar, Andrew Tomkins
2008KDDMobile call graphs: beyond power-law and lognormal distributions.Mukund Seshadri, Sridhar Machiraju, Ashwin Sridharan, Jean Bolot, Christos Faloutsos, Jure Leskovec
2008WWWPlanetary-scale views on a large instant-messaging network.Jure Leskovec, Eric Horvitz
2008WWWStatistical properties of community structure in large social and information networks.Jure Leskovec, Kevin J. Lang, Anirban Dasgupta, Michael W. Mahoney
2007ICMLScalable modeling of real graphs using Kronecker multiplication.Jure Leskovec, Christos Faloutsos
2007INFOCOMInformation Survival Threshold in Sensor and P2P Networks.Deepayan Chakrabarti, Jure Leskovec, Christos Faloutsos, Samuel Madden, Carlos Guestrin, Michalis Faloutsos
2007ICWSMFinding patterns in blog shapes and blog evolution.Mary McGlohon, Jure Leskovec, Christos Faloutsos, Matthew Hurst, Natalie S. Glance
2007KDDCost-effective outbreak detection in networks.Jure Leskovec, Andreas Krause, Carlos Guestrin, Christos Faloutsos, Jeanne M. VanBriesen, Natalie S. Glance
2007WWWWeb projections: learning from contextual subgraphs of the web.Jure Leskovec, Susan T. Dumais, Eric Horvitz
2007SDMPatterns of Cascading Behavior in Large Blog Graphs.Jure Leskovec, Mary McGlohon, Christos Faloutsos, Natalie S. Glance, Matthew Hurst
2006ICMLData association for topic intensity tracking.Andreas Krause, Jure Leskovec, Carlos Guestrin
2006KDDSampling from large graphs.Jure Leskovec, Christos Faloutsos
2006PAKDDPatterns of Influence in a Recommendation Network.Jure Leskovec, Ajit Singh, Jon M. Kleinberg
2006VLDBGMine: A System for Scalable, Interactive Graph Visualization and Mining.Jos Fernando Rodrigues Jr., Hanghang Tong, Agma J. M. Traina, Christos Faloutsos, Jure Leskovec
2005AAAIImpact of Linguistic Analysis on the Semantic Graph Coverage and Learning of Document Extracts.Jure Leskovec, Natasa Milic-Frayling, Marko Grobelnik
2005KDDGraphs over time: densification laws, shrinking diameters and possible explanations.Jure Leskovec, Jon M. Kleinberg, Christos Faloutsos
2003ICMLLinear Programming Boosting for Uneven Datasets.Jure Leskovec, John Shawe-Taylor