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Ngoc Phu Doan

3 papers · 2025–2026 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (3)

Top co-authors

Hans Vandierendonck (3) Viet-Hung Tran (3) Zichi Zhang (3) Anh-Tuan Hoang (2) Son T. Mai (2) Tuan Dung Pham (2) Ira Assent (1) Xuan Hoang Nguyen (1) Peixin Li (1) Yimeng An (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Core AI (2) Core Methods (2) Data Science & Analytics (1) Architectures (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1) Optimization & Theory (1)

Keywords

ensemble learning (1) wavelet transform (1) deep learning (1) model interpretability (1) time series classification (1) time series (1) time series forecasting (1) hierarchical model (1) multivariate time series (1) model explanation (1) integrated gradient (1) long-term forecasting (1) multi-resolution analysis (1) attribution map (1) spatial aggregation (1) disease forecasting (1) segment-level analysis (1)

Papers

HierarNet: Independent Interactive Hierarchical Disease Outbreak Forecasting AAAI 2026 InteDisUX: Intepretation-Guided Discriminative User-Centric Explanation for Time Series AAAI 2025 WaveletMixer: A Multi-Resolution Wavelets Based MLP-Mixer for Multivariate Long-Term Time Series Forecasting AAAI 2025