Local Algorithms for Hierarchical Dense Subgraph Discovery

Summary: Local, parallel algorithms for core, truss, and nucleus decompositions enable hierarchical dense-subgraph discovery without synchronization. Extends h-index to higher-order decompositions with convergence bounds, enabling local, scalable approximations. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11976
Venue: VLDB
Year: 2019
Pagerank: 9.7061003e-05
Overall Rank: 2,039 | 85.82%
DOI: 10.14778/3275536.3275540

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 19 of 19 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
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
3,036	RapidMatch: A Holistic Approach to Subgraph Query Processing	2021	VLDB	7.6735171e-05
3,975	Accelerating Truss Decomposition on Heterogeneous Processors	2020	VLDB	6.5736847e-05
4,208	Mining Bursting Core in Large Temporal Graphs	2022	VLDB	6.357214e-05
5,298	Distributed D-core Decomposition over Large Directed Graphs	2022	VLDB	5.5799987e-05
6,141	Local Algorithms for Distance-generalized Core Decomposition over Large Dynamic Graphs	2021	VLDB	5.1903263e-05
6,183	Efficient Core Maintenance in Large Bipartite Graphs	2023	SIGMOD	5.1667703e-05
6,513	Efficient Parallel D-core Decomposition at Scale	2024	VLDB	5.0321577e-05
6,880	Theoretically and Practically Efficient Parallel Nucleus Decomposition	2022	VLDB	4.8970985e-05
7,788	Towards Distributed Bitruss Decomposition on Bipartite Graphs	2022	VLDB	4.651009e-05
7,804	RECEIPT: REfine CoarsE-grained IndePendent Tasks for Parallel Tip decomposition of Bipartite Graphs	2021	VLDB	4.6466513e-05
8,014	Efficient Star-based Truss Maintenance on Dynamic Graphs	2023	SIGMOD	4.6058845e-05
9,403	A Counting-based Approach for Efficient k-Clique Densest Subgraph Discovery	2024	SIGMOD	4.3441378e-05
9,482	MCR-Tree: An Efficient Index for Multi-dimensional Core Search	2024	SIGMOD	4.3341665e-05
9,862	Sage: Parallel Semi-Asymmetric Graph Algorithms for NVRAMs	2020	VLDB	4.2683554e-05
10,947	Parallel Algorithms for Hierarchical Nucleus Decomposition	2024	SIGMOD	4.1945683e-05
11,048	Efficient Algorithms for Density Decomposition on Large Static and Dynamic Graphs	2024	VLDB	4.1945683e-05
11,630	Parallel Graph Algorithms in Constant Adaptive Rounds: Theory meets Practice	2020	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 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
279	3-HOP: A High-Compression Indexing Scheme for Reachability Query	2009	SIGMOD	0.00029113513
283	Querying K-Truss Community in Large and Dynamic Graphs	2014	SIGMOD	0.00029041257
1,029	Dense Subgraph Maintenance under Streaming Edge Weight Updates for Real-time Story Identification	2012	VLDB	0.00014582849
1,150	K-Core Decomposition of Large Networks on a Single PC	2016	VLDB	0.00013657353
3,403	Piggybacking on Social Networks	2013	VLDB	7.136763e-05
4,921	Efficient Cohesive Subgraphs Detection in Parallel	2014	SIGMOD	5.8237536e-05
5,722	Ego-net Community Mining Applied to Friend Suggestion	2016	VLDB	5.3524548e-05

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Overall Rank	Paper	Year	Venue	Pagerank
9,146	Accelerating Core Decomposition in Billion-Scale Hypergraphs	2025	SIGMOD	4.3849295e-05
3,321	Hierarchical Core Maintenance on Large Dynamic Graphs	2021	VLDB	7.223972e-05
5,589	Neighborhood-based Hypergraph Core Decomposition	2023	VLDB	5.4216989e-05
9,951	Parallel Colorful h-star Core Maintenance in Dynamic Graphs	2023	VLDB	4.2405999e-05
108	Truss Decomposition in Massive Networks	2012	VLDB	0.00048300163
11,048	Efficient Algorithms for Density Decomposition on Large Static and Dynamic Graphs	2024	VLDB	4.1945683e-05
10,596	Truss Decomposition in Hypergraphs	2025	VLDB	4.1945683e-05
2,512	Fast Hierarchy Construction for Dense Subgraphs	2017	VLDB	8.6196023e-05
10,947	Parallel Algorithms for Hierarchical Nucleus Decomposition	2024	SIGMOD	4.1945683e-05
6,141	Local Algorithms for Distance-generalized Core Decomposition over Large Dynamic Graphs	2021	VLDB	5.1903263e-05