2016
Node2vec
11,137 citationsRead
Most cited
637 papers in total2017 · arXiv (Cornell University)
Inductive Representation Learning on Large Graphs
4,468 citationsRead
2011
Friendship and mobility
2,947 citationsRead
2018
Graph Convolutional Neural Networks for Web-Scale Recommender Systems
2,876 citationsRead
2007
Cost-effective outbreak detection in networks
2,544 citationsRead
2007 · ACM Transactions on Knowledge Discovery from Data
Graph evolution
2,485 citationsRead
Newest first
637 papers in total2026
2025
- Biomni: A General-Purpose Biomedical AI AgentbioRxiv (Cold Spring Harbor Laboratory) · 120 citations
2024
- How to build the virtual cell with artificial intelligence: Priorities and opportunitiesCell · 389 citations
- A foundation model for clinician-centered drug repurposingNature Medicine · 227 citations
- Toward universal cell embeddings: integrating single-cell RNA-seq datasets across species with SATURNNature Methods · 118 citations
2023
- Foundation models for generalist medical artificial intelligenceNature · 1,974 citations
- Scientific discovery in the age of artificial intelligenceNature · 1,805 citations
- Predicting transcriptional outcomes of novel multigene perturbations with GEARSNature Biotechnology · 360 citations
- Organization of the human intestine at single-cell resolutionNature · 337 citations
- Universal Cell Embeddings: A Foundation Model for Cell BiologybioRxiv (Cold Spring Harbor Laboratory) · 174 citations
- Human mobility networks reveal increased segregation in large citiesNature · 158 citations
- Aging Fly Cell Atlas identifies exhaustive aging features at cellular resolutionScience · 128 citations
2022
- Fly Cell Atlas: A single-nucleus transcriptomic atlas of the adult fruit flyScience · 901 citations
- LinkBERT: Pretraining Language Models with Document LinksProceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 320 citations
- Artificial intelligence foundation for therapeutic scienceNature Chemical Biology · 210 citations
- ROLAND: Graph Learning Framework for Dynamic GraphsProceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 177 citations
- Annotation of spatially resolved single-cell data with STELLARNature Methods · 127 citations
- Deep Bidirectional Language-Knowledge Graph PretrainingarXiv (Cornell University) · 86 citations
- Large-scale diet tracking data reveal disparate associations between food environment and dietNature Communications · 78 citations
2021
- On the Opportunities and Risks of Foundation ModelsarXiv (Cornell University) · 2,259 citations
- QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering530 citations
- An algorithmic approach to reducing unexplained pain disparities in underserved populationsNature Medicine · 277 citations
- Antisocial Behavior in Online Discussion CommunitiesProceedings of the International AAAI Conference on Web and Social Media · 211 citations
- Identification of disease treatment mechanisms through the multiscale interactomeNature Communications · 175 citations
- Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and DevelopmentarXiv (Cornell University) · 162 citations
- Identity-aware Graph Neural NetworksProceedings of the AAAI Conference on Artificial Intelligence · 141 citations
- Single-cell transcriptomes of developing and adult olfactory receptor neurons in DrosophilaeLife · 137 citations
- What's in a Name? Understanding the Interplay between Titles, Content, and Communities in Social MediaProceedings of the International AAAI Conference on Web and Social Media · 123 citations
- OGB-LSC: A Large-Scale Challenge for Machine Learning on GraphsarXiv (Cornell University) · 118 citations
- Relational Message Passing for Knowledge Graph Completion117 citations
Research in numbers
From OpenAlex- conference paper94
- article60
- preprint43
- book2
- report1
- arXiv (Cornell University)41
- Proceedings of the International AAAI Conference on Web and Social Media7
- Nature6
- ACM Transactions on Knowledge Discovery from Data4
- Lecture notes in computer science4
- Jon M. Kleinberg21
- Marinka Žitnik18
- Christos Faloutsos16
- Rex Ying12
- Julian McAuley11
Experience and education
Universities
2010 to 2026Palo Alto University
2009 to 2017Cornell University
2013Menlo School
2008Technion – Israel Institute of Technology
Industry and labs
2020Nvidia (United Kingdom)
2019UC San Diego Health System
2017National Bureau of Economic Research
2008Sandia National Laboratories
2008Sandia National Laboratories California
2003 to 2005Jožef Stefan Institute