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: 6842
Venue: SIGMOD
Year: 2024
Pagerank: 4.1905499e-05
Overall Rank: 10,950 | 23.90%
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	0.00065421423
106	Truss Decomposition in Massive Networks	2012	VLDB	0.00048373761
284	Querying K-Truss Community in Large and Dynamic Graphs	2014	SIGMOD	0.00029014359
734	Large Scale Cohesive Subgraphs Discovery for Social Network Visual Analysis	2013	VLDB	0.00017419528
1,150	K-Core Decomposition of Large Networks on a Single PC	2016	VLDB	0.00013647447
1,529	Truss-based Community Search: a Truss-equivalence Based Indexing Approach	2017	VLDB	0.00011484853
1,548	Approximate Closest Community Search in Networks	2016	VLDB	0.0001141271
2,043	Local Algorithms for Hierarchical Dense Subgraph Discovery	2019	VLDB	9.6970812e-05
2,516	Fast Hierarchy Construction for Dense Subgraphs	2017	VLDB	8.6114467e-05
2,852	Unboundedness and Efficiency of Truss Maintenance in Evolving Graphs	2019	SIGMOD	8.0158741e-05
2,913	Efficient Algorithms for Densest Subgraph Discovery	2019	VLDB	7.9229304e-05
3,323	Hierarchical Core Maintenance on Large Dynamic Graphs	2021	VLDB	7.2170169e-05
3,976	Accelerating Truss Decomposition on Heterogeneous Processors	2020	VLDB	6.5694893e-05
6,882	Theoretically and Practically Efficient Parallel Nucleus Decomposition	2022	VLDB	4.8923998e-05
7,806	RECEIPT: REfine CoarsE-grained IndePendent Tasks for Parallel Tip decomposition of Bipartite Graphs	2021	VLDB	4.6421951e-05

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