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List of works by Jure Leskovec

Accurate Influenza Monitoring and Forecasting Using Novel Internet Data Streams: A Case Study in the Boston Metropolis.

scientific article

Aging Fly Cell Atlas identifies exhaustive aging features at cellular resolution

scientific article published on 15 June 2023

An algorithmic approach to reducing unexplained pain disparities in underserved populations

scientific article

Analyzing Information Seeking and Drug-Safety Alert Response by Health Care Professionals as New Methods for Surveillance

scientific article

Annotation of spatially resolved single-cell data with STELLAR

scientific article published on 24 October 2022

Antisocial Behavior in Online Discussion Communities

scientific article published in 2021

Antisocial Behavior on the Web

scientific article published on 11 January 2018

Anyone Can Become a Troll: Causes of Trolling Behavior in Online Discussions ⬇️

Best practices for analyzing large-scale health data from wearables and smartphone apps

scientific article published on 03 June 2019

Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs ⬇️

scientific article published on 22 October 2020

Can cascades be predicted? ⬇️

Citing for high impact

Clash of the Contagions: Cooperation and Competition in Information Diffusion

article

Community Detection in Networks with Node Attributes ⬇️

Community Identity and User Engagement in a Multi-Community Landscape

scientific article published in May 2017

Community Interaction and Conflict on the Web

scientific article published on 13 April 2018

Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters

Community-Affiliation Graph Model for Overlapping Network Community Detection

Confusions over Time: An Interpretable Bayesian Model to Characterize Trends in Decision Making ⬇️

scientific article published in January 2016

Coresets for Robust Training of Deep Neural Networks against Noisy Labels ⬇️

scientific article published in November 2020

Correcting for missing data in information cascades

Cost-effective outbreak detection in networks

Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change

scientific article published on 01 November 2016

Daily, weekly, seasonal and menstrual cycles in women’s mood, behaviour and vital signs

scientific article

Data association for topic intensity tracking

Databases as Graphs: Predictive Queries for Declarative Machine Learning

scientific article published on 02 June 2023

Defining and Evaluating Network Communities Based on Ground-Truth

article published in 2012

Defining and evaluating network communities based on ground-truth

Defining and evaluating network communities based on ground-truth

Design Space for Graph Neural Networks ⬇️

scientific article published in November 2020

Detecting cohesive and 2-mode communities indirected and undirected networks

Discovering Novel Cell Types across Heterogeneous Single-cell Experiments

scientific article

Discovering social circles in ego networks

Discovering value from community activity on focused question answering sites

Disinformation on the Web

scientific article published in 2016

Distance Encoding: Design Provably More Powerful Neural Networks for Graph Representation Learning ⬇️

scientific article published in November 2020

Donor Retention in Online Crowdfunding Communities: A Case Study of DonorsChoose.org

scientific article

Driver identification using automobile sensor data from a single turn

Dynamic Network Model from Partial Observations ⬇️

article

Dynamics of bidding in a P2P lending service

article

Effects of user similarity in social media

scholarly article published 2012

Efficient Sensor Placement Optimization for Securing Large Water Distribution Networks

article published in 2008

Embedding Logical Queries on Knowledge Graphs ⬇️

article

Empirical comparison of algorithms for network community detection

scholarly article published 2010

Engaging with massive online courses

Epidemic thresholds in real networks

article published in 2008

Evolution of resilience in protein interactomes across the tree of life

scientific article

Exploiting Social Network Structure for Person-to-Person Sentiment Analysis

scholarly article

Finding progression stages in time-evolving event sequences

Fly Cell Atlas: A single-nucleus transcriptomic atlas of the adult fruit fly

scientific article published on 4 March 2022

Foundation models for generalist medical artificial intelligence

scientific article published on 12 April 2023

Friendship and mobility

article

G2SAT: Learning to Generate SAT Formulas ⬇️

G2SAT: Learning to Generate SAT Formulas

scientific article published on 01 December 2019

GNNExplainer: Generating Explanations for Graph Neural Networks ⬇️

scientific article published in January 2019

Gender Differences in Patient Perceptions of Physicians' Communal Traits and the Impact on Physician Evaluations

scientific article published on 27 August 2020

Geospatial Structure of a Planetary-Scale Social Network

Global Diffusion via Cascading Invitations

Goal-setting And Achievement In Activity Tracking Apps: A Case Study Of MyFitnessPal

scientific article published on 01 May 2019

Governance in Social Media: A Case Study of the Wikipedia Promotion Process

scientific article published in 2010

Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation ⬇️

Graph Information Bottleneck ⬇️

scientific article published in November 2020

Graph and Geometry Generative Modeling for Drug Discovery

scientific article published on 04 August 2023

Graph evolution

article published in 2007

Graphs over time

Growing Wikipedia Across Languages via Recommendation ⬇️

scientific article

Guest Editorial: Non-Euclidean Machine Learning

scientific article published in 2022

HADI

Handling Missing Data with Graph Representation Learning ⬇️

article by Jiaxuan You et al published November 2020 in Advances in Neural Information Processing Systems 33

Hidden factors and hidden topics

scholarly article published 2013

Hierarchical Graph Representation Learning with Differentiable Pooling ⬇️

Higher-order clustering in networks

scientific article published on 01 May 2018

Higher-order organization of complex networks ⬇️

scientific article published on July 2016

How Community Feedback Shapes User Behavior

scientific article published in 2014

How Gamification Affects Physical Activity: Large-scale Analysis of Walking Challenges in a Mobile Application

scientific article published on 01 April 2017

Human Decisions and Machine Predictions

scientific article

Human Decisions and Machine Predictions ⬇️

scientific article published in February 2017

Human navigation in networks

Human wayfinding in information networks

article

Hyperbolic Graph Convolutional Neural Networks ⬇️

scientific article published on 01 December 2019

I'll Be Back: On the Multiple Lives of Users of a Mobile Activity Tracking Application

scientific article published on 01 April 2018

Identification of disease treatment mechanisms through the multiscale interactome

scientific article

Identification of disease treatment mechanisms through the multiscale interactome

Image Labeling on a Network: Using Social-Network Metadata for Image Classification

Improving Website Hyperlink Structure Using Server Logs ⬇️

scientific article published on February 2016

Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora

scientific article published on 01 November 2016

Inductive Representation Learning on Large Graphs ⬇️

scientific article published in January 2017

Inferring Multidimensional Rates of Aging from Cross-Sectional Data

scientific article published on 01 April 2019

Inferring Networks of Diffusion and Influence

Inferring Networks of Substitutable and Complementary Products

scientific article published on 2015

Inferring Person-to-person Proximity Using WiFi Signals ⬇️

scientific article (publication date: 15 October 2016)

Inferring Person-to-person Proximity Using WiFi Signals

article published in 2017

Inferring networks of diffusion and influence

Information Survival Threshold in Sensor and P2P Networks

Information cartography

Information cartography

Information diffusion and external influence in networks

Interpretable Decision Sets: A Joint Framework for Description and Prediction

scientific article published on August 2016

Large Scale Network Analytics with SNAP

Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health

Large-scale analysis of disease pathways in the human interactome

scientific article published in January 2018

Large-scale physical activity data reveal worldwide activity inequality

scientific article published on 10 July 2017

Learning Attitudes and Attributes from Multi-aspect Reviews

Learning Backward Compatible Embeddings

scientific article published on 12 August 2022

Learning the Network Structure of Heterogeneous Data via Pairwise Exponential Markov Random Fields

scientific article published on 01 April 2017

Learning to Discover Social Circles in Ego Networks ⬇️

scientific article published in January 2012

Leveraging the Cell Ontology to classify unseen cell types

scientific article

LinkBERT: Pretraining Language Models with Document Links ⬇️

Local Higher-Order Graph Clustering.

scientific article

Loyalty in Online Communities

scientific article published in May 2017

MARS: discovering novel cell types across heterogeneous single-cell experiments

scientific article published on 19 October 2020

Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities

scientific article published on 21 September 2018

Measurement error in network data: A re-classification

Meme-tracking and the dynamics of the news cycle

article

Microscopic evolution of social networks

Mining Missing Hyperlinks from Human Navigation Traces: A Case Study of Wikipedia ⬇️

scientific article

Mining big data to extract patterns and predict real-life outcomes

scientific article

Mining of Massive Datasets

Mobility network models of COVID-19 explain inequities and inform reopening ⬇️

scholarly article on digital disease surveillance of COVID-19

Modeling Affinity based Popularity Dynamics

article

Modeling Individual Cyclic Variation in Human Behavior

scientific article published on 01 April 2018

Modeling Information Diffusion in Implicit Networks

Modeling Interdependent and Periodic Real-World Action Sequences

scientific article published on 01 April 2018

Modeling polypharmacy side effects with graph convolutional networks.

scientific article

Monitoring Network Evolution using MDL

Motifs in Temporal Networks

Multiplicative Attribute Graph Model of Real-World Networks

Multiplicative Attribute Graph Model of Real-World Networks

Network Inference via the Time-Varying Graphical Lasso.

scientific article

Network Lasso: Clustering and Optimization in Large Graphs ⬇️

scientific article published on August 2015

Network analysis: a novel method for mapping neonatal acute transport patterns in California

scientific article published on 23 March 2017

Network enhancement as a general method to denoise weighted biological networks

scientific article published in Nature Communications

Networks, communities and kronecker products

Nonparametric Multi-group Membership Model for Dynamic Networks ⬇️

scientific article published in January 2013

On the Convexity of Latent Social Network Inference ⬇️

On the Opportunities and Risks of Foundation Models ⬇️

scientific article

Online Actions with Offline Impact: How Online Social Networks Influence Online and Offline User Behavior

Open Graph Benchmark: Datasets for Machine Learning on Graphs ⬇️

scholarly article by Weihua Hu et al published November 2020 in Advances in Neural Information Processing Systems 33

Optimizing Sensor Placements in Water Distribution Systems Using Submodular Function Maximization

Overlapping Communities Explain Core–Periphery Organization of Networks

Overlapping community detection at scale

Patterns of Cascading Behavior in Large Blog Graphs

Patterns of Influence in a Recommendation Network

Patterns of temporal variation in online media

Planetary-scale views on a large instant-messaging network

Postmortem memory of public figures in news and social media

scientific article published on 21 September 2021

Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks

scientific article published on 01 August 2019

Predicting multicellular function through multi-layer tissue networks

scientific article published in July 2017

Predicting positive and negative links in online social networks

article published in 2010

Predicting pregnancy using large-scale data from a women's health tracking mobile application

scientific article published on 01 May 2019

Prioritizing network communities.

scientific article

QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering ⬇️

journal article from 'arXiv:2104.06378 [cs]' published in 2021

QUOTUS

Radius Plots for Mining Tera-byte Scale Graphs: Algorithms, Patterns, and Observations

Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication

Report on the 30th the web conference 2021 (TheWebConf2021)

scientific article published on 16 July 2021

Representation Learning on Graphs: Methods and Applications ⬇️

article

Ringo: Interactive Graph Analytics on Big-Memory Machines ⬇️

scientific article

SEISMIC ⬇️

SMORE

scientific article published on 12 August 2022

SNAP: A General Purpose Network Analysis and Graph Mining Library

scientific article published on 03 October 2016

Sampling from large graphs

Scalable modeling of real graphs using Kronecker multiplication

Scientific discovery in the age of artificial intelligence

scientific article published on 2 August 2023

Seeing the forest for the trees

ShatterPlots: Fast Tools for Mining Large Graphs

Signed networks in social media

scholarly article published 2010

Single-cell transcriptomes of developing and adult olfactory receptor neurons in

SnapVX: A Network-Based Convex Optimization Solver.

scientific article published in January 2017

Social media

scientific article published on 29 March 2011

Social media analytics

scholarly article published 2011

Social networks

2008 scholarly article

Statistical properties of community structure in large social and information networks

Structure and Overlaps of Ground-Truth Communities in Networks

Structure and dynamics of information pathways in online media

article

Supervised random walks

Tensor Spectral Clustering for Partitioning Higher-order Network Structures

scientific article

The Battle of the Water Sensor Networks (BWSN): A Design Challenge for Engineers and Algorithms

article

The First International Workshop on Knowledge Graph Technology and Applications

scientific article published on 13 May 2019

The Selective Labels Problem: Evaluating Algorithmic Predictions in the Presence of Unobservables.

scientific article

The bursty dynamics of the Twitter information network

scholarly article published 2014

The dynamics of viral marketing

article by Jure Leskovec et al published 1 May 2007 in ACM Transactions on the Web

The last click

article

The life and death of online groups

The mobilize center: an NIH big data to knowledge center to advance human movement research and improve mobility

scientific article

The role of social networks in online shopping

To Embed or Not: Network Embedding as a Paradigm in Computational Biology

Toeplitz Inverse Covariance-Based Clustering of Multivariate Time Series Data.

scientific article published in August 2017

Towards Universal Cell Embeddings: Integrating Single-cell RNA-seq Datasets across Species with SATURN

preprint

Uncovering the structure and temporal dynamics of information propagation

article

Understanding Behaviors that Lead to Purchasing

Unifying single-cell annotations based on the Cell Ontology ⬇️

report published in 2019

Unifying single-cell annotations based on the Cell Ontology

Web projections

Welcome on Behalf of the Wiki Workshop Chairs & Organization

scientific article published on 18 April 2018

Why We Read Wikipedia ⬇️

scientific article (publication date: 16 March 2017)

node2vec: Scalable Feature Learning for Networks ⬇️

scientific article

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