Jure Leskovec

Jure Leskovec

Stanford University

H-index: 147

North America-United States

Contact Jure Leskovec

About Jure Leskovec

Jure Leskovec, With an exceptional h-index of 147 and a recent h-index of 124 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Data mining, Machine Learning, Graph Neural Networks, Knowledge Graphs, Complex Networks.

His recent articles reflect a diverse array of research interests and contributions to the field:

STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases

From Similarity to Superiority: Channel Clustering for Time Series Forecasting

PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning

Generating neighborhood convolutions within a large network

Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting

Representation Learning for Frequent Subgraph Mining

Toward universal cell embeddings: integrating single-cell RNA-seq datasets across species with SATURN

Uncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution

Jure Leskovec Information

University	Stanford University
Position	Professor of Computer Science
Citations(all)	153927
Citations(since 2020)	103800
Cited By	83457
hIndex(all)	147
hIndex(since 2020)	124
i10Index(all)	345
i10Index(since 2020)	316
Email	Access Email
University Profile Page	Stanford University
Google Scholar	View Google Scholar Profile

Jure Leskovec Skills & Research Interests

Data mining

Machine Learning

Graph Neural Networks

Knowledge Graphs

Complex Networks

Top articles of Jure Leskovec

STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases

arXiv preprint arXiv:2404.13207

2024/4/19

Michihiro Yasunaga

H-Index: 13

Kexin Huang

H-Index: 4

Kaidi Cao

H-Index: 9

Qian Huang

H-Index: 10

James Zou

H-Index: 38

Jure Leskovec

H-Index: 103

From Similarity to Superiority: Channel Clustering for Time Series Forecasting

arXiv preprint arXiv:2404.01340

2024/3/31

Jialin Chen

H-Index: 0

Jan Eric Lenssen

H-Index: 8

Weihua Hu

H-Index: 11

Matthias Fey

H-Index: 8

Leandros Tassiulas

H-Index: 47

Jure Leskovec

H-Index: 103

PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning

arXiv preprint arXiv:2404.00776

2024/3/31

Weihua Hu

H-Index: 11

Yiwen Yuan

H-Index: 1

Zecheng Zhang

H-Index: 2

Kaidi Cao

H-Index: 9

Vid Kocijan

H-Index: 3

Jure Leskovec

H-Index: 103

Matthias Fey

H-Index: 8

Generating neighborhood convolutions within a large network

2024/3/5

Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting

arXiv preprint arXiv:2402.18697

2024/2/28

Frederic Koehler

H-Index: 7

Jure Leskovec

H-Index: 103

Johan Ugander

H-Index: 16

Representation Learning for Frequent Subgraph Mining

arXiv preprint arXiv:2402.14367

2024/2/22

Tianyu Fu

H-Index: 0

Andrew Wang

H-Index: 16

Jiaxuan You

H-Index: 9

Yu Wang

H-Index: 14

Jure Leskovec

H-Index: 103

Toward universal cell embeddings: integrating single-cell RNA-seq datasets across species with SATURN

Nature Methods

2024/2/16

Yusuf Roohani

H-Index: 2

Kyle Swanson

H-Index: 6

Ziang Li

H-Index: 7

Jure Leskovec

H-Index: 103

Uncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution

AAAI 2024

2024/2/13

Tailin Wu

H-Index: 9

Willie Neiswanger

H-Index: 14

Stefano Ermon

H-Index: 38

Jure Leskovec

H-Index: 103

High dimensional, tabular deep learning with an auxiliary knowledge graph

Advances in Neural Information Processing Systems

2024/2/13

Camilo Ruiz

H-Index: 12

Kexin Huang

H-Index: 4

Jure Leskovec

H-Index: 103

Holistic evaluation of text-to-image models

Advances in Neural Information Processing Systems 36

2024

Yifan Mai

H-Index: 5

Joon Sung Park

H-Index: 3

Agrim Gupta

H-Index: 5

Yunzhi Zhang

H-Index: 4

Deepak Narayanan

H-Index: 11

Minguk Kang

H-Index: 2

Taesung Park

H-Index: 32

Jure Leskovec

H-Index: 103

Jun-Yan Zhu

H-Index: 30

Li Fei-Fei

H-Index: 101

Jiajun Wu

H-Index: 36

Stefano Ermon

H-Index: 38

Percy Liang

H-Index: 55

Temporal graph benchmark for machine learning on temporal graphs

Advances in Neural Information Processing Systems

2024/2/13

Shenyang Huang

H-Index: 2

Jacob Danovitch

H-Index: 1

Matthias Fey

H-Index: 8

Weihua Hu

H-Index: 11

Jure Leskovec

H-Index: 103

Michael Bronstein

H-Index: 7

Guillaume Rabusseau

H-Index: 7

Reihaneh Rabbany

H-Index: 11

Uncertainty quantification over graph with conformalized graph neural networks

Advances in Neural Information Processing Systems

2024/2/13

Kexin Huang

H-Index: 4

Ying Jin

H-Index: 1

Emmanuel Candes

H-Index: 74

Jure Leskovec

H-Index: 103

Prodigy: Enabling in-context learning over graphs

Advances in Neural Information Processing Systems

2024/2/13

Qian Huang

H-Index: 10

Peng Chen

H-Index: 5

Jure Leskovec

H-Index: 103

Learning large graph property prediction via graph segment training

Advances in Neural Information Processing Systems

2024/2/13

Kaidi Cao

H-Index: 9

Sami Abu-El-Haija

H-Index: 13

Jure Leskovec

H-Index: 103

Bryan Perozzi

H-Index: 21

When Do Graph Neural Networks Help with Node Classification? Investigating the Homophily Principle on Node Distinguishability

2023/9/22

Jiaqi Zhu

H-Index: 10

Jure Leskovec

H-Index: 103

Doina Precup

H-Index: 37

Zero-shot causal learning

Advances in Neural Information Processing Systems

2024/2/13

Hamed Nilforoshan

H-Index: 2

Yusuf Roohani

H-Index: 2

Yining Chen

H-Index: 5

Michihiro Yasunaga

H-Index: 13

Jure Leskovec

H-Index: 103

Compositional Generative Inverse Design

2024/2/24

Tailin Wu

H-Index: 9

Long Wei

H-Index: 6

Tao Zhang

H-Index: 43

Yilun Du

H-Index: 7

Gianluca Iaccarino

H-Index: 39

Jure Leskovec

H-Index: 103

Equivariant Graph Neural Operator for Modeling 3D Dynamics

arXiv preprint arXiv:2401.11037

2024/1/19

Aaron Lou

H-Index: 2

Kamyar Azizzadenesheli

H-Index: 14

Jure Leskovec

H-Index: 103

Stefano Ermon

H-Index: 38

Anima Anandkumar

H-Index: 40

TimeGraphs: Graph-based Temporal Reasoning

arXiv preprint arXiv:2401.03134

2024/1/6

Yanan Wang

H-Index: 16

Rok Sosic

H-Index: 14

Jure Leskovec

H-Index: 103

Metric Mirages in Cell Embeddings

bioRxiv

2024

Hanchen Wang

H-Index: 5

Jure Leskovec

H-Index: 103

See List of Professors in Jure Leskovec University(Stanford University)

Co-Authors

H-index: 151

Christos Faloutsos — Christos Faloutsos
Carnegie Mellon University

Visit Christos Faloutsos Page

H-index: 122

Jon Kleinberg — Jon Kleinberg
Cornell University

Visit Jon Kleinberg Page

H-index: 113

Dan Jurafsky — Dan Jurafsky
Stanford University

Visit Dan Jurafsky Page

H-index: 75

Michael Mahoney — Michael Mahoney
University of California, Berkeley

Visit Michael Mahoney Page

H-index: 61

Julian McAuley — Julian McAuley
University of California, San Diego

Visit Julian McAuley Page

H-index: 24

Rex (Zhitao) Ying — Rex (Zhitao) Ying
Stanford University

Visit Rex (Zhitao) Ying Page

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