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Ran Xiao — most-cited papers & profile · Time Series
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Ran Xiao
4
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Most-cited papers
Generalist vs Specialist Time Series Foundation Models: Investigating Potential Emergent Behaviors in Assessing Human Health Using PPG Signals
2025
Wav2Arrest 2.0: Long-Horizon Cardiac Arrest Prediction with Time-to-Event Modeling, Identity-Invariance, and Pseudo-Lab Alignment
2025
Learning ECG Representations via Poly-Window Contrastive Learning
2025
Continuous Cardiac Arrest Prediction in ICU using PPG Foundation Model
2025
Top co-authors
Saurabh Kataria
· 3
Xiao Hu
· 3
Jiaying Lu
· 2
Jocelyn Grunwell
· 2
Matthew Clark
· 2
Randall J. Lee
· 2
Runze Yan
· 2
Timothy Ruchti
· 2
Alex Federov
· 1
Alex Fedorov
· 1
Amit Shah
· 1
and Xiao Hu
· 1
Topics
cs.LG
eess.SP