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Bosong Huang

2 accepted papers

2026

Learning Cardiac Latent Representations in Vectorcardiogram Space

ICML 2026poster

Electrocardiography (ECG) is a cornerstone of cardiac assessment, making the learning of informative ECG representations fundamental to tasks ranging from disease diagnosis to clinical report generation. However, existing methods operate almost exclusively in the observable ECG signal space. In prac…

Cited by 0SourceScholar
2025

ShapeX: Shapelet-Driven Post Hoc Explanations for Time Series Classification Models

NeurIPS 2025poster

Explaining time series classification models is crucial, particularly in high-stakes applications such as healthcare and finance, where transparency and trust play a critical role. Although numerous time series classification methods have identified key subsequences, known as shapelets, as core feat…

Cited by 0SourceScholar