Jure Leskovec

Stanford University, USA

31 papers at tracked venues · 30 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0002-5411-923X ↗Google Scholar ↗Homepage ↗

Venues

ICLR ×10 ICML ×8 NeurIPS ×6 AAAI ×2 SIGKDD ×2 ACL ×1 ICWSM ×1 WWW ×1

Frequent coauthors

Kexin Huang

×6

Minkai Xu

×5

Stefano Ermon

×5

Qian Huang

×4

Shirley Wu

×4

James Y. Zou

×4

Weihua Hu

×4

Jan Eric Lenssen

×4

Matthias Fey

×4

Joshua Robinson

×4

Charilaos I. Kanatsoulis

×4

Percy Liang

×3

Papers

Automated Hypothesis Validation with Agentic Sequential Falsifications
ICML 2025 ·
Kexin Huang
,
Ying Jin
,
Ryan Li
,
Michael Y. Li
,
Emmanuel J. Candès
, Jure Leskovec
BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments
ICLR 2025 ·
Yusuf H. Roohani
,
Andrew H. Lee
,
Qian Huang
,
Jian Vora
,
Zachary Steinhart
,
Kexin Huang
,
Alexander Marson
,
Percy Liang
, Jure Leskovec
CollabLLM: From Passive Responders to Active Collaborators
ICML 2025 ·
Shirley Wu
,
Michel Galley
,
Baolin Peng
,
Hao Cheng
,
Gavin Li
,
Yao Dou
,
Weixin Cai
,
James Zou
, Jure Leskovec,
Jianfeng Gao
ContextGNN: Beyond Two-Tower Recommendation Systems
ICLR 2025 ·
Yiwen Yuan
,
Zecheng Zhang
,
Xinwei He
,
Akihiro Nitta
,
Weihua Hu
,
Manan Shah
,
Blaz Stojanovic
,
Shenyang Huang
,
Jan Eric Lenssen
, Jure Leskovec,
Matthias Fey
Energy-Based Diffusion Language Models for Text Generation
ICLR 2025 ·
Minkai Xu
,
Tomas Geffner
,
Karsten Kreis
,
Weili Nie
,
Yilun Xu
, Jure Leskovec,
Stefano Ermon
,
Arash Vahdat
From Retrieval to Reasoning: Advancing AI Agents for Knowledge Discovery and Collaboration
WWW 2025 · Jure Leskovec
Holographic Node Representations: Pre-training Task-Agnostic Node Embeddings
ICLR 2025 ·
Beatrice Bevilacqua
,
Joshua Robinson
, Jure Leskovec,
Bruno Ribeiro
LLMs Generate Structurally Realistic Social Networks but Overestimate Political Homophily
ICWSM 2025 ·
Serina Chang
,
Alicja Chaszczewicz
,
Emma Wang
,
Maya Josifovska
,
Emma Pierson
, Jure Leskovec
Large Language Models are Good Relational Learners
ACL 2025 ·
Fang Wu
,
Vijay Prakash Dwivedi
, Jure Leskovec
Learning Efficient Positional Encodings with Graph Neural Networks
ICLR 2025 ·
Charilaos I. Kanatsoulis
,
Evelyn Choi
,
Stefanie Jegelka
, Jure Leskovec,
Alejandro Ribeiro
Learning Production Functions for Supply Chains with Graph Neural Networks
AAAI 2025 ·
Serina Chang
,
Zhiyin Lin
,
Benjamin Yan
,
Swapnil Bembde
,
Qi Xiu
,
Chi Heem Wong
,
Yu Qin
,
Frank Kloster
,
Xi Luo
,
Raj Palleti
, Jure Leskovec
RelGNN: Composite Message Passing for Relational Deep Learning
ICML 2025 ·
Tianlang Chen
,
Charilaos I. Kanatsoulis
, Jure Leskovec
Relational Deep Learning: Challenges, Foundations and Next-Generation Architectures
SIGKDD 2025 ·
Vijay Prakash Dwivedi
,
Charilaos I. Kanatsoulis
,
Shenyang Huang
, Jure Leskovec
Surface-based Molecular Design with Multi-modal Flow Matching
SIGKDD 2025 ·
Fang Wu
,
Zhengyuan Zhou
,
Shuting Jin
,
Xiangxiang Zeng
, Jure Leskovec,
Jinbo Xu
TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation
ICLR 2025 ·
Juntong Shi
,
Minkai Xu
,
Harper Hua
,
Hengrui Zhang
,
Stefano Ermon
, Jure Leskovec
Zero-Shot Generalization of GNNs over Distinct Attribute Domains
ICML 2025 ·
Yangyi Shen
,
Jincheng Zhou
,
Beatrice Bevilacqua
,
Joshua Robinson
,
Charilaos I. Kanatsoulis
, Jure Leskovec,
Bruno Ribeiro
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization
NeurIPS 2024 ·
Siyi Gu
,
Minkai Xu
,
Alexander S. Powers
,
Weili Nie
,
Tomas Geffner
,
Karsten Kreis
, Jure Leskovec,
Arash Vahdat
,
Stefano Ermon
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
NeurIPS 2024 ·
Shirley Wu
,
Shiyu Zhao
,
Qian Huang
,
Kexin Huang
,
Michihiro Yasunaga
,
Kaidi Cao
,
Vassilis N. Ioannidis
,
Karthik Subbian
, Jure Leskovec,
James Y. Zou
Compositional Generative Inverse Design
ICLR 2024 ·
Tailin Wu
,
Takashi Maruyama
,
Long Wei
,
Tao Zhang
,
Yilun Du
,
Gianluca Iaccarino
, Jure Leskovec
Context-Aware Meta-Learning
ICLR 2024 ·
Christopher Fifty
,
Dennis Duan
,
Ronald G. Junkins
,
Ehsan Amid
, Jure Leskovec,
Christopher Ré
,
Sebastian Thrun
Equivariant Graph Neural Operator for Modeling 3D Dynamics
ICML 2024 ·
Minkai Xu
,
Jiaqi Han
,
Aaron Lou
,
Jean Kossaifi
,
Arvind Ramanathan
,
Kamyar Azizzadenesheli
, Jure Leskovec,
Stefano Ermon
,
Anima Anandkumar
From Similarity to Superiority: Channel Clustering for Time Series Forecasting
NeurIPS 2024 ·
Jialin Chen
,
Jan Eric Lenssen
,
Aosong Feng
,
Weihua Hu
,
Matthias Fey
,
Leandros Tassiulas
, Jure Leskovec,
Rex Ying
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts
NeurIPS 2024 ·
Shirley Wu
,
Kaidi Cao
,
Bruno Ribeiro
,
James Y. Zou
, Jure Leskovec
Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting
ICML 2024 ·
Serina Chang
,
Frederic Koehler
,
Zhaonan Qu
, Jure Leskovec,
Johan Ugander
Large Language Models as Analogical Reasoners
ICLR 2024 ·
Michihiro Yasunaga
,
Xinyun Chen
,
Yujia Li
,
Panupong Pasupat
, Jure Leskovec,
Percy Liang
,
Ed H. Chi
,
Denny Zhou
MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation
ICML 2024 ·
Qian Huang
,
Jian Vora
,
Percy Liang
, Jure Leskovec
Position: Relational Deep Learning - Graph Representation Learning on Relational Databases
ICML 2024 ·
Matthias Fey
,
Weihua Hu
,
Kexin Huang
,
Jan Eric Lenssen
,
Rishabh Ranjan
,
Joshua Robinson
,
Rex Ying
,
Jiaxuan You
, Jure Leskovec
RelBench: A Benchmark for Deep Learning on Relational Databases
NeurIPS 2024 ·
Joshua Robinson
,
Rishabh Ranjan
,
Weihua Hu
,
Kexin Huang
,
Jiaqi Han
,
Alejandro Dobles
,
Matthias Fey
,
Jan Eric Lenssen
,
Yiwen Yuan
,
Zecheng Zhang
,
Xinwei He
, Jure Leskovec
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
NeurIPS 2024 ·
Shirley Wu
,
Shiyu Zhao
,
Michihiro Yasunaga
,
Kexin Huang
,
Kaidi Cao
,
Qian Huang
,
Vassilis N. Ioannidis
,
Karthik Subbian
,
James Y. Zou
, Jure Leskovec
Uncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution
AAAI 2024 ·
Tailin Wu
,
Willie Neiswanger
,
Hongtao Zheng
,
Stefano Ermon
, Jure Leskovec
VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs
ICLR 2024 ·
Ling Yang
,
Ye Tian
,
Minkai Xu
,
Zhongyi Liu
,
Shenda Hong
,
Wei Qu
,
Wentao Zhang
,
Bin Cui
,
Muhan Zhang
, Jure Leskovec