Scholar
Jimeng Sun
Google Scholar ID: 9jmmp5sAAAAJ
Professor at University of Illinois Urbana-Champaign
AI for healthcare
Machine learning for healthcare
deep learning for healthcare
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Citations & Impact
All-time
Citations
28,782
H-index
80
i10-index
273
Publications
20
Co-authors
11
list available
Contact
Email
jimeng@illinois.edu
Twitter
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GitHub
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Publications
49 items
KMM-CP: Practical Conformal Prediction under Covariate Shift via Selective Kernel Mean Matching
2026
Cited
0
A Practical Guide Towards Interpreting Time-Series Deep Clinical Predictive Models: A Reproducibility Study
2026
Cited
0
ConfHit: Conformal Generative Design with Oracle Free Guarantees
2026
Cited
0
Bridging the Reproducibility Divide: Open Source Software's Role in Standardizing Healthcare AI
2026
Cited
0
How Well Do Multimodal Models Reason on ECG Signals?
2026
Cited
0
ODEBrain: Continuous-Time EEG Graph for Modeling Dynamic Brain Networks
2026
Cited
0
Making Conformal Predictors Robust in Healthcare Settings: a Case Study on EEG Classification
2026
Cited
0
AdNanny: One Reasoning LLM for All Offline Ads Recommendation Tasks
2026
Cited
0
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Resume (English only)
Academic Achievements
Authored over 500 publications in top venues including Nature, NEJM AI, and leading AI conferences
Over 40,000 citations with an h-index of 101
Developed influential models such as RETAIN for healthcare prediction, patient similarity measures, and temporal clinical event prediction systems
Created AI platforms like Therapeutics Data Commons for drug discovery
Pioneered deep learning and graph neural network frameworks for patient-trial matching and clinical trial outcome prediction
Advanced AI for biosignals including expert-level sleep staging, automated seizure classification, and EEG/cardiac monitoring
Named among the Top 100 AI Leaders in Drug Discovery and Advanced Healthcare
Co-authors
11 total
Cao (Danica) Xiao
GE Healthcare
Co-author 2
Christos Faloutsos
CMU
Zifeng Wang
University of Illinois Urbana-Champaign (UIUC)
Edward Choi
KAIST
Bradley Malin
Accenture Professor of Biomedical Informatics, Biostatistics, and Computer Science, Vanderbilt
Co-author 7
Zhen Lin
University of Illinois at Urbana-Champaign
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