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conftrace_

irregular multivariate time series

6 papers

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Also known as

IMTS

Co-occurring keywords · papers mentioning both

forecasting (2) mortality risk prediction (1) clinical interpretation (1) variable dependencies (1) canonical pre-alignment (1) frequency linear attention (1) temporal kernel aggregation (1) inter-patch graph layers (1) intra-patch graph layer (1) patch graph network (1)

Papers

Revitalizing Canonical Pre-Alignment for Irregular Multivariate Time Series Forecasting AAAI 2026 Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series ICML 2025 HyperIMTS: Hypergraph Neural Network for Irregular Multivariate Time Series Forecasting ICML 2025 IMTS is Worth Time × Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction ICML 2025 Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach ICML 2024 DATA-GRU: Dual-Attention Time-Aware Gated Recurrent Unit for Irregular Multivariate Time Series AAAI 2020