2024 Paper "time series forecasting" Papers

5 papers found

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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

Muyao Wang, Wenchao Chen, Bo Chen

AAAI 2024paperarXiv:2403.05406
12
citations

GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting

Fan Zhou, Chen Pan, Lintao Ma et al.

AAAI 2024paperarXiv:2406.12242

Root Cause Analysis in Microservice Using Neural Granger Causal Discovery

Cheng-Ming Lin, Ching Chang, Wei-Yao Wang et al.

AAAI 2024paperarXiv:2402.01140
29
citations

TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning

jiexi Liu, Songcan Chen

AAAI 2024paperarXiv:2312.15709
102
citations

U-mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting

Xiang Ma, Xuemei Li, Lexin Fang et al.

AAAI 2024paperarXiv:2401.02236
36
citations