Yuanzhao Zhang, an SFI Complexity ... describe a novel algorithm that can infer the structure of a hypergraph using only the observed dynamics. Their algorithm uses time-series data—observations ...

reducing computational complexity from O(N²) to O(N) while maintaining detection accuracy, thereby providing new solutions for real-time image processing and edge intelligence devices.