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Phi Hung Nguyen

2 accepted papers

2026

HierarNet: Independent Interactive Hierarchical Disease Outbreak Forecasting

AAAI 2026technical

Early warning systems for disease outbreaks play a crucial role in public health for management and contingency planning. However, most predictive modeling works focus on flat models that incorporate exogenous inputs (e.g. climate, demographics) to predict future outbreaks at different locations, bu

Cited by 0SourcePDFScholar
2025

MIX: A Multi-view Time-Frequency Interactive Explanation Framework for Time Series Classification

NeurIPS 2025poster

Deep learning models for time series classification (TSC) have achieved impressive performance, but explaining their decisions remains a significant challenge. Existing post-hoc explanation methods typically operate solely in the time domain and from a single-view perspective, limiting both faithful…

Cited by 0SourceScholar