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Yiqi Su

2 accepted papers

2026

Agentic Framework for Epidemiological Modeling

ICML 2026poster

Epidemic modeling is essential for public health planning, yet traditional approaches rely on fixed model classes that require manual redesign as pathogens, policies, and scenario assumptions evolve. We introduce EpiAgent, an agentic framework that automatically synthesizes, calibrates, verifies, an…

Cited by 0SourceScholar
2026

How (Not) to Hybridize Neural and Mechanistic Models for Epidemiological Forecasting

ICML 2026poster

Epidemiological forecasting from surveillance data is a hard problem and hybridizing mechanistic compartmental models with neural models is a natural direction. The mechanistic structure helps keep trajectories epidemiologically plausible, while neural components can capture non-stationary, data-ada…

Cited by 0SourceScholar