2026
HEARTS: Benchmarking LLM Reasoning on Health Time Series
ICML 2026poster
The rise of large language models (LLMs) has shifted time series analysis from narrow analytics to general-purpose reasoning. Yet, existing benchmarks cover only a small set of health time series modalities and tasks, failing to reflect the diverse domains and extensive temporal dependencies inheren…