Parallel Algorithms for Hierarchical Nucleus Decomposition

Summary: Scalable parallel algorithms for nucleus decomposition; produce a dense subgraph hierarchy with interleaved coreness and a concurrent union-find. Parallel approximation with low span, bounded work, and speedups to 60x, with 1.3x coreness error. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6841
Venue: SIGMOD
Year: 2024
Pagerank: 4.1945683e-05
Overall Rank: 10,947 | 23.85%
DOI: 10.1145/3639287

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Rank	Citing Paper	Year	Venue	Pagerank

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Showing 15 of 15 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
57	Discovering Large Dense Subgraphs in Massive Graphs	2005	VLDB	0.00065491112
108	Truss Decomposition in Massive Networks	2012	VLDB	0.00048300163
283	Querying K-Truss Community in Large and Dynamic Graphs	2014	SIGMOD	0.00029041257
738	Large Scale Cohesive Subgraphs Discovery for Social Network Visual Analysis	2013	VLDB	0.00017435236
1,150	K-Core Decomposition of Large Networks on a Single PC	2016	VLDB	0.00013657353
1,530	Truss-based Community Search: a Truss-equivalence Based Indexing Approach	2017	VLDB	0.00011495611
1,550	Approximate Closest Community Search in Networks	2016	VLDB	0.00011423628
2,039	Local Algorithms for Hierarchical Dense Subgraph Discovery	2019	VLDB	9.7061003e-05
2,512	Fast Hierarchy Construction for Dense Subgraphs	2017	VLDB	8.6196023e-05
2,846	Unboundedness and Efficiency of Truss Maintenance in Evolving Graphs	2019	SIGMOD	8.0234377e-05
2,909	Efficient Algorithms for Densest Subgraph Discovery	2019	VLDB	7.9305767e-05
3,321	Hierarchical Core Maintenance on Large Dynamic Graphs	2021	VLDB	7.223972e-05
3,975	Accelerating Truss Decomposition on Heterogeneous Processors	2020	VLDB	6.5736847e-05
6,880	Theoretically and Practically Efficient Parallel Nucleus Decomposition	2022	VLDB	4.8970985e-05
7,804	RECEIPT: REfine CoarsE-grained IndePendent Tasks for Parallel Tip decomposition of Bipartite Graphs	2021	VLDB	4.6466513e-05

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