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Lixing Chen

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#graph neural networks Oct 2026

Every Locale Has Its Rhythm: Endow Time-Series Transformers with Spatial Insights for Long-term Spatio-Temporal Forecasting

Transformers have demonstrated promise in time-series forecasting, attributed to their superior capability of capturing temporal dependencies. Nevertheless, prevailing transformer models predominantly concentrate on the temporal dependencies within single-/multi-variate time series. This focus results in insufficient c...

Zhongqi Miao, Lixing Chen, Yang Bai et al. · 0 citations

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