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On the equivalence between temporal and static graph representations for observational predictions.arXiv preprint arXiv:2103.07016

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cs.LG 1

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2026 1

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UNVERDICTED 1

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Modern Structure-Aware Simplicial Spatiotemporal Neural Network

cs.LG · 2026-04-17 · unverdicted · novelty 6.0

ModernSASST is the first simplicial complex-based spatiotemporal model that combines random walks on high-dimensional complexes with parallelizable temporal convolutional networks for efficient high-order topology capture.

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  • Modern Structure-Aware Simplicial Spatiotemporal Neural Network cs.LG · 2026-04-17 · unverdicted · none · ref 5

    ModernSASST is the first simplicial complex-based spatiotemporal model that combines random walks on high-dimensional complexes with parallelizable temporal convolutional networks for efficient high-order topology capture.