generalfactbullishEncoding topological structure into attention-friendly sequences via Topo-Scan enables Transformers to capture multi-scale graph patterns without costly persistent homology diagram computationsMachine Learning02 Aug 2026http://arxiv.org/abs/2607.28259v1