Is this you?
Sign in with ORCID to claim this profile — instantly verify it’s yours, curate your publications, and take control of how your work appears here.
Recent publications · auto-generated until this profile is claimed
Jure Leskovec’s research focuses on the structural properties and evolution of large-scale networks, with a particular emphasis on representation learning. His senior-authored work on node2vec, which has received over 10,000 citations, introduced an algorithmic framework for learning continuous feature representations for nodes in networks. Publicly indexed outputs suggest a sustained interest in the scalability of these systems, notably through his development of GraphSAGE for inductive representation learning on large graphs. Earlier first-author contributions established foundational models for network growth, such as his analysis of densification power laws and shrinking diameters in evolving graphs, which challenged traditional assumptions about how social and information networks expand over time. His broader portfolio includes significant contributions to data infrastructure and collaborative intelligence. He is the primary creator of the Stanford Large Network Dataset Collection (SNAP), a widely utilized resource that enables large-scale graph mining research. Beyond his lead-author roles, he contributed to the interdisciplinary study of the opportunities and risks of foundation models, reflecting an expansion into the societal implications of large-scale machine learning. His collective work, ranging from viral marketing dynamics to community detection in ego networks, forms a cohesive arc centered on uncovering the mathematical principles that govern human connectivity and information flow within complex digital ecosystems.
Serina Chang, Emma Pierson, Pang Wei Koh, Jaline Gerardin, Beth Redbird, David Grusky, Jure Leskovec
0 publications
0 other materials
No GitHub profile linked
Alpha1 Science activity will appear here once this profile is claimed.
Hanchen Wang, Tianfan Fu, Yuanqi Du, Wenhao Gao, Kexin Huang, Ziming Liu, Payal Chandak, Shengchao Liu, Peter Van Katwyk, Andreea Deac, Anima Anandkumar, Karianne Bergen, Carla P Gomes, Shirley Ho, Pushmeet Kohli, Joan Lasenby, Jure Leskovec, Tie-Yan Liu, Arjun Manrai, Debora Marks, Bharath Ramsundar, Le Song, Jimeng Sun, Jian Tang, Petar Veličković, Max Welling, Linfeng Zhang, Connor W Coley, Yoshua Bengio, Marinka Zitnik
Michael Moor, Oishi Banerjee, Zahra Shakeri Hossein Abad, Harlan M Krumholz, Jure Leskovec, Eric J Topol, Pranav Rajpurkar
Marinka Zitnik, Monica Agrawal, Jure Leskovec