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20222025
most citedLSTTN: A Long-Short Term Transformer-based Spatio-temporal Neural Network for Traffic Flow Forecasting

136 citations · 316 across the 6 of their papers we have counts for

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cs.LG2025★ 19 cited

Causal invariant geographic network representations with feature and structural distribution shifts

Yuhan Wang, Silu He, Qinyao Luo +4

The existing methods learn geographic network representations through deep graph neural networks (GNNs) based on the i.i.d. assumption. However, the spatial heterogeneity and tempo…