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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Dian Ouyang

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Book Open access Aug 2026

Efficient Simple Temporal Cycle Enumeration on Large Graphs with Lightweight Preprocessing

This work introduces a novel edge-centric framework that treats temporal edges as the core units of exploration and eliminates redundant temporal checks, and extends this framework to dynamic settings by introducing an efficient incremental update algorithm that selectively identifies affected paths only.

Qi Liang, Dian Ouyang, Kang Chen et al. · 0 citations
Book Open access Aug 2026

Efficient Simple Temporal Cycle Enumeration on Large Graphs with Lightweight Preprocessing

Temporal cycles are fundamental patterns in graphs, with important applications in finance, security, and neuroscience. In this work, we study the Simple Temporal Cycle Enumeration (STCE) problem, which aims to enumerate all simple cycles with strictly increasing timestamps within a given time window. However, existing...

Qi Liang, Dian Ouyang, Kang Chen et al. · 0 citations

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