"non-stationary time series" Papers

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Meta-D2AG: Causal Graph Learning with Interventional Dynamic Data

Tian Gao, Songtao Lu, Junkyu Lee et al.

NeurIPS 2025oral

Non-stationary Equivariant Graph Neural Networks for Physical Dynamics Simulation

Chaohao Yuan, Maoji Wen, Ercan KURUOGLU et al.

NeurIPS 2025oral

Considering Nonstationary within Multivariate Time Series with Variational Hierarchical Transformer for Forecasting

Muyao Wang, Wenchao Chen, Bo Chen

AAAI 2024paperarXiv:2403.05406