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Jimeng Sun — most-cited papers & profile · Time Series
← authors
·
overview
Jimeng Sun
41
papers ·
34
citations ·
85
h-index
University of Illinois Urbana-Champaign · Urbana University · Keiju Medical Center
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Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
How Well Do Multimodal Models Reason on ECG Signals?
2026
RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records
2018
MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals
2019
Opportunities and Challenges of Deep Learning Methods for Electrocardiogram Data: A Systematic Review
2020
REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild
2020
DeepRite: Deep Recurrent Inverse TreatmEnt Weighting for Adjusting Time-varying Confounding in Modern Longitudinal Observational Data
2020
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization
2020
Change Matters: Medication Change Prediction with Recurrent Residual Networks
2021
Multi-version Tensor Completion for Time-delayed Spatio-temporal Data
2021
Self-supervised EEG Representation Learning for Automatic Sleep Staging
2021
Conformal Prediction with Temporal Quantile Adjustments
2022
Conformal Prediction Intervals with Temporal Dependence
2022
BIOT: Cross-data Biosignal Learning in the Wild
2023
Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation
2024
Top co-authors
Cao Xiao
· 7
Chaoqi Yang
· 3
Cheng Qian
· 2
Lucas Glass
· 2
M. Brandon Westover
· 2
Nikos Kargas
· 2
Shenda Hong
· 2
Shubhendu Trivedi
· 2
Zhen Lin
· 2
and James M. Rehg
· 1
Aradhana Verma
· 1
Bolun Liu
· 1
Topics
Domain — Healthcare
cs.LG
cs.AI
Probabilistic
stat.ML
stat.ME
Linear & Patch Models
eess.SP
cs.CL