Jimeng Sun

Also affiliated with Urbana University, Keiju Medical Center

Computer ScienceBiochemistry, Genetics and Molecular BiologyHealth ProfessionsMathematics

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

3in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 3 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Papers

Driven by 60 papers. Top paper: “STAN: spatio-temporal attention network for pandemic prediction using real-world evidence”.

STAN: spatio-temporal attention network for pandemic prediction using real-world evidence

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa322

N/A

0.741DataRank · unranked

139 citations

Rakshith Sharma, Cheng Qian, Lucas M. Glass, Jeffrey Spaeder, Justin Romberg +3 more

Change Matters: Medication Change Prediction with Recurrent Residual Networks

(2021)10.24963/ijcai.2021/513

N/A

0.644DataRank · unranked

72 citations

Cao Xiao, Lucas M. Glass, Jimeng Sun, Chaoqi Yang

Highly elevated polygenic risk scores are better predictors of myocardial infarction risk early in life than later

Genome Medicine(2021)10.1186/s13073-021-00828-8

N/A

0.619DataRank · unranked

61 citations

Jimeng Sun, Arshed A. Quyyumi, Greg Gibson, Monica Isgut

STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths

arXiv (Cornell University)(2020)10.1145/3394486.3403145

N/A

0.581DataRank · unranked

47 citations

Yinghao Li, Jiaming Shen, Hao Feng, Jimeng Sun, Chao Zhang +1 more

CORE: Automatic Molecule Optimization Using Copy & Refine Strategy

Proceedings of the AAAI Conference on Artificial Intelligence(2020)10.1609/aaai.v34i01.5404

N/A

0.568DataRank · unranked

43 citations

Cao Xiao, Jimeng Sun, Tianfan Fu

SurvTRACE

arXiv (Cornell University)(2022)10.1145/3535508.3545521

N/A

0.557DataRank · unranked

40 citations

Jimeng Sun, Zifeng Wang

Predicting neurological outcome in comatose patients after cardiac arrest with multiscale deep neural networks

Resuscitation(2021)10.1016/j.resuscitation.2021.10.034

N/A

0.546DataRank · unranked

37 citations

Edilberto Amorim, Jin Jing, Wendong Ge, Shenda Hong, Ona Wu +13 more

Effects of epileptiform activity on discharge outcome in critically ill patients in the USA: a retrospective cross-sectional study

The Lancet Digital Health(2023)10.1016/s2589-7500(23)00088-2

N/A

0.500DataRank · unranked

27 citations

Kentaro Hoffman, Haoqi Sun, Sahar F. Zafar, Wendong Ge, Jin Jing +7 more

Federated learning for multi-omics: A performance evaluation in Parkinson’s disease

Patterns(2024)10.1016/j.patter.2024.100945

N/A

0.494DataRank · unranked

26 citations

Mary B. Makarious, Anant Dadu, Dan Vitale, Paul Suhwan Lee, Andrew Singleton +4 more

Dr. Agent: Clinical predictive model via mimicked second opinions

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa074

N/A

0.470DataRank · unranked

22 citations

Cao Xiao, Lucas M. Glass, Jimeng Sun, Junyi Gao

A foundation model for human-AI collaboration in medical literature mining

Nature Communications(2025)10.1038/s41467-025-62058-5

N/A

0.442DataRank · unranked

18 citations

Lang Cao, Qiao Jin, Joey Wing Yan Chan, Nicholas Wan, Behdad Afzali +18 more

Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment

Proceedings of the AAAI Conference on Artificial Intelligence(2020)10.1609/aaai.v34i01.5394

N/A

0.416DataRank · unranked

15 citations

Cao Xiao, Lucas M. Glass, Elizabeth Milkovits, Jimeng Sun, Siddharth Biswal

An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontology-Enhanced Large Language Models: Development Study

JMIR Medical Informatics(2024)10.2196/60665

N/A

0.416DataRank · unranked

15 citations

Jimeng Sun, Adam Cross, Lang Cao

MOLER: Incorporate Molecule-Level Reward to Enhance Deep Generative Model for Molecule Optimization

IEEE Transactions on Knowledge and Data Engineering(2021)10.1109/tkde.2021.3052150

N/A

0.406DataRank · unranked

14 citations

Cao Xiao, Lucas M. Glass, Jimeng Sun, Tianfan Fu

Predicting Kidney Transplant Recipient Cohorts’ 30-Day Rehospitalization Using Clinical Notes and Electronic Health Care Record Data

Kidney International Reports(2022)10.1016/j.ekir.2022.12.006

N/A

0.396DataRank · unranked

13 citations

Julien Hogan, Liyan Xu, Raymond Lynch, Yi-Ting Hana Lee, Jinho D. Choi +4 more

SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors

Proceedings of the AAAI Conference on Artificial Intelligence(2021)10.1609/aaai.v35i8.16811

N/A

0.312DataRank · unranked

7 citations

Kejing Yin, Sherry Yan, Cheng Qian, Joyce C. Ho, Haesun Park +2 more

AutoRD: An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontology-enhanced Large Language Models (Preprint)

10.2196/preprints.60665

N/A

0.292DataRank · unranked

6 citations

Jimeng Sun, Adam Cross, Lang Cao

SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models

Proceedings of the AAAI Conference on Artificial Intelligence(2022)10.1609/aaai.v36i7.20714

N/A

0.241DataRank · unranked

4 citations

Lucas M. Glass, M. Brandon Westover, Cao Xiao, Jimeng Sun, Zhen Lin

Attention Models

Introduction to Deep Learning for Healthcare(2021)10.1007/978-3-030-82184-5_9

N/A

0.104DataRank · unranked

1 citations

Jimeng Sun, Cao Xiao

SPEAR

(2021)10.1145/3459930.3469530

N/A

0DataRank · unranked

0 citations

Cao Xiao, Kexin Huang, Lucas M. Glass, Jimeng Sun, Tianfan Fu

MedCLIP: Contrastive Learning from Unpaired Medical Images and Text

PubMed(2022)10.18653/v1/2022.emnlp-main.256

N/A

0DataRank · unranked

618 citations

Zhenbang Wu, D.C. Agarwal, Jimeng Sun, Zifeng Wang

PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning

PubMed(2022)10.18653/v1/2022.emnlp-main.185

N/A

0DataRank · unranked

19 citations

Jimeng Sun, Zifeng Wang

Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision

(2022)10.18653/v1/2022.findings-emnlp.476

N/A

0DataRank · unranked

15 citations

Jimeng Sun, Zifeng Wang

GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence(2022)10.24963/ijcai.2022/326

N/A

0DataRank · unranked

6 citations

Cheng Qian, Jimeng Sun, Chaoqi Yang

Development of Expert-Level Classification of Seizures and Rhythmic and Periodic Patterns During EEG Interpretation

Neurology(2023)10.1212/wnl.0000000000207127

N/A

0DataRank · unranked

77 citations

Wendong Ge, Shenda Hong, Marta Bento Fernandes, Zhen Lin, Chaoqi Yang +43 more

Evidence-driven spatiotemporal COVID-19 hospitalization prediction with Ising dynamics

Nature Communications(2023)10.1038/s41467-023-38756-3

N/A

0DataRank · unranked

18 citations

George Heintz, Christina Mack, Lucas M. Glass, Adam Cross, Jimeng Sun +1 more

Matching Patients to Clinical Trials with Large Language Models

PubMed(2023)10.48550/arxiv.2307.15051

N/A

0DataRank · unranked

42 citations

Zifeng Wang, Charalampos S. Floudas, Fangyuan Chen, Changlin Gong, Dara Bracken‐Clarke +5 more

Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models

arXiv (Cornell University)(2023)10.48550/arxiv.2305.19187

N/A

0DataRank · unranked

35 citations

Shubhendu Trivedi, Jimeng Sun, Zhen Lin

PyHealth: A Deep Learning Toolkit for Healthcare Applications

Edinburgh Research Explorer (University of Edinburgh)(2023)10.1145/3580305.3599178

N/A

0DataRank · unranked

18 citations

Zhenbang Wu, Patrick Jiang, Zhen Lin, Junyi Gao, Benjamin Danek +2 more

Synthesize Extremely High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language Model

Research Square(2023)10.21203/rs.3.rs-2644725/v1

N/A

0DataRank · unranked

4 citations

Cao Xiao, Jimeng Sun, Brandon Theodorou

ManyDG: Many-domain Generalization for Healthcare Applications

arXiv (Cornell University)(2023)10.48550/arxiv.2301.08834

N/A

0DataRank · unranked

3 citations

M Brandon Westover, Jimeng Sun, Chaoqi Yang

Synthesize High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language Model

arXiv (Cornell University)(2023)10.48550/arxiv.2304.02169

N/A

0DataRank · unranked

2 citations

Cao Xiao, Jimeng Sun, Brandon Theodorou

Multi-faceted analysis and prediction for the outbreak of pediatric respiratory syncytial virus

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad212

N/A

0DataRank · unranked

0 citations

Junyi Gao, Lucas M. Glass, Adam Cross, Jimeng Sun, Chaoqi Yang

Matching patients to clinical trials with large language models

Nature Communications(2024)10.1038/s41467-024-53081-z

N/A

0DataRank · unranked

213 citations

Zifeng Wang, Charalampos S. Floudas, Fangyuan Chen, Changlin Gong, Dara Bracken‐Clarke +5 more

Recent Advances in Predictive Modeling with Electronic Health Records

arXiv (Cornell University)(2024)10.48550/arxiv.2402.01077

N/A

0DataRank · unranked

3 citations

Junyu Luo, Muchao Ye, Xiaochen Wang, Yuan Zhong, Aofei Chang +6 more

Entry-level guide to the use of large language models for medical research

PubMed(2024)10.48550/arxiv.2410.18856

N/A

0DataRank · unranked

2 citations

Nicholas Wan, Robert Leaman, Shubo Tian, Zhizheng Wang, Yifan Yang +18 more

Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation

(2024)10.18653/v1/2024.emnlp-main.578

N/A

0DataRank · unranked

1 citations

Shubhendu Trivedi, Jimeng Sun, Zhen Lin

DeepPurpose: a deep learning library for drug–target interaction prediction

Bioinformatics(2020)10.1093/bioinformatics/btaa1005

N/A

0DataRank · unranked

484 citations

Tianfan Fu, Lucas M. Glass, Marinka Zitnik, Cao Xiao, Jimeng Sun +1 more

Accelerating clinical evidence synthesis with large language models

npj Digital Medicine(2025)10.1038/s41746-025-01840-7

N/A

0DataRank · unranked

43 citations

Lang Cao, Benjamin Danek, Qiao Jin, ZHIYONG LU, Jimeng Sun +1 more

MRI2PET: Realistic PET Image Synthesis from MRI for Automated Inference of Brain Atrophy and Alzheimer’s

medRxiv(2025)10.1101/2025.04.23.25326302

N/A

0DataRank · unranked

3 citations

Anant Dadu, Brian Avants, Mike A. Nalls, Jimeng Sun, Faraz Faghri +1 more

SECONDGRAM: Self-conditioned diffusion with gradient manipulation for longitudinal MRI imputation

Patterns(2025)10.1016/j.patter.2025.101212

N/A

0DataRank · unranked

0 citations

Anant Dadu, Mike A. Nalls, Faraz Faghri, Jimeng Sun, Brandon Theodorou

Certifiably Byzantine-Robust Federated Conformal Prediction

arXiv (Cornell University)(2024)10.48550/arxiv.2406.01960

N/A

0DataRank · unranked

0 citations

Zhen Lin, Jimeng Sun, Cao Xiao, Бо Ли, Mintong Kang

Opportunities and challenges of deep learning methods for electrocardiogram data: A systematic review

Computers in Biology and Medicine(2020)10.1016/j.compbiomed.2020.103801

N/A

0DataRank · unranked

452 citations

Yuxi Zhou, Junyuan Shang, Cao Xiao, Jimeng Sun, Shenda Hong

SynTEG: a framework for temporal structured electronic health data simulation

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa262

N/A

0DataRank · unranked

61 citations

Chao Yan, Thomas A. Lasko, Jimeng Sun, Bradley Malin, Ziqi Zhang

COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching

(2020)10.1145/3394486.3403123

N/A

0DataRank · unranked

52 citations

Cao Xiao, Lucas M. Glass, Jimeng Sun, Junyi Gao

CHEER: Rich Model Helps Poor Model via Knowledge Infusion

IEEE Transactions on Knowledge and Data Engineering(2020)10.1109/tkde.2020.2989405

N/A

0DataRank · unranked

2 citations

Trong Nghia Hoang, Shenda Hong, Tengfei Ma, Jimeng Sun, Cao Xiao

CASTER: Predicting Drug Interactions with Chemical Substructure Representation

Proceedings of the AAAI Conference on Artificial Intelligence(2020)10.1609/aaai.v34i01.5412

N/A

0DataRank · unranked

149 citations

Cao Xiao, Dô Trong Hoang, Lucas M. Glass, Jimeng Sun, Kexin Huang

CONAN: Complementary Pattern Augmentation for Rare Disease Detection

Proceedings of the AAAI Conference on Artificial Intelligence(2020)10.1609/aaai.v34i01.5401

N/A

0DataRank · unranked

37 citations

Siddharth Biswal, Lucas M. Glass, Greg Lever, Jimeng Sun, Cao Xiao +1 more

TASTE

PubMed(2020)10.1145/3368555.3384464

N/A

0DataRank · unranked

36 citations

Ioakeim Perros, Haesun Park, Christopher R. deFilippi, Xiaowei Yan, Walter F. Stewart +3 more

LogPar: Logistic PARAFAC2 Factorization for Temporal Binary Data with Missing Values

PubMed(2020)10.1145/3394486.3403213

N/A

0DataRank · unranked

33 citations

Ardavan Afshar, Joyce C. Ho, William K. Cheung, Chao Zhang, Jimeng Sun +1 more

HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units

arXiv (Cornell University)(2020)10.48550/arxiv.2008.04063

N/A

0DataRank · unranked

4 citations

Yanbo Xu, Alind Khare, Satria Priambada, Kevin Maher, Alaa Aljiffry +3 more

UNITE: Uncertainty-based Health Risk Prediction Leveraging Multi-sourced Data

arXiv (Cornell University)(2020)10.48550/arxiv.2010.11389

N/A

0DataRank · unranked

1 citations

Junjie Liang, Fenglong Ma, Lucas M. Glass, Jimeng Sun, Cao Xiao +1 more

CLARA: Clinical Report Auto-completion

arXiv (Cornell University)(2020)10.48550/arxiv.2002.11701

N/A

0DataRank · unranked

0 citations

Cao Xiao, Lucas M. Glass, M. Brandon Westover, Jimeng Sun, Siddharth Biswal

SumGNN: multi-typed drug interaction prediction via efficient knowledge graph summarization

Bioinformatics(2021)10.1093/bioinformatics/btab207

N/A

0DataRank · unranked

177 citations

Kexin Huang, Chao Zhang, Lucas M. Glass, Jimeng Sun, Cao Xiao +1 more

Pay Attention to Evolution: Time Series Forecasting With Deep Graph-Evolution Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence(2021)10.1109/tpami.2021.3076155

N/A

0DataRank · unranked

77 citations

Shenda Hong, Bruno Brandoli Machado, Stan Matwin, José F. Rodrigues, Jimeng Sun +1 more

Machine learning applications for therapeutic tasks with genomics data

Patterns(2021)10.1016/j.patter.2021.100328

N/A

0DataRank · unranked

47 citations

Cao Xiao, Lucas M. Glass, Cathy W. Critchlow, Greg Gibson, Jimeng Sun +1 more

SafeDrug: Dual Molecular Graph Encoders for Recommending Effective and Safe Drug Combinations

(2021)10.24963/ijcai.2021/514

N/A

0DataRank · unranked

117 citations

Cao Xiao, Fenglong Ma, Lucas M. Glass, Jimeng Sun, Chaoqi Yang

MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization

Proceedings of the AAAI Conference on Artificial Intelligence(2021)10.1609/aaai.v35i1.16085

N/A

0DataRank · unranked

45 citations

Cao Xiao, Xinhao Li, Lucas M. Glass, Jimeng Sun, Tianfan Fu

#PrayForDad: Learning the Semantics Behind Why Social Media Users Disclose Health Information

Proceedings of the International AAAI Conference on Web and Social Media(2021)10.1609/icwsm.v10i1.14735

N/A

0DataRank · unranked

11 citations

You Chen, Daniel Fabbri, Jimeng Sun, Bradley Malin, Zhijun Yin

Probabilistic and Dynamic Molecule-Disease Interaction Modeling for Drug Discovery

(2021)10.1145/3447548.3467286

N/A

0DataRank · unranked

11 citations

Cao Xiao, Cheng Qian, Lucas M. Glass, Jimeng Sun, Tianfan Fu