2 papers
cs.SI2026
ComNetX: Local Hierarchical Adaptation for Dynamic Community Detection
Aleksandr Konovalov, Anna Uporova, Alexander Drobyshev +2
Dynamic community detection is commonly addressed either by full-snapshot recomputation or by solver-specific dynamic procedures. Full recomputation preserves the semantics of matu…
cs.SI2026
LD-Leiden: Local Parallel Community Detection in Large Dynamic Networks
Grigoriy Bokov, Aleksandr Konovalov, Anna Uporova +3
Dynamic community detection must update high-quality modularity partitions after edge batches, yet full Leiden reruns make small changes scale with the whole snapshot. Existing dyn…