GRAMI: Frequent Subgraph and Pattern Mining in a Single Large Graph

Summary: GRAMI performs frequent subgraph mining on a single large graph, emitting only the minimal instances needed to meet the threshold, avoiding total instance enumeration. It adds frequent patterns, plus CGRAMI (structural/semantic constraints) and AGRAMI (approximate with no false positives), with heuristics delivering up to 100× speedups and deeper pattern discovery. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10931
Venue: VLDB
Year: 2014
Pagerank: 0.00014103799
Overall Rank: 1,095 | 92.40%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 21 of 21 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,933	Pangolin: An Efficient and Flexible Graph Mining System on CPU and GPU	2020	VLDB	7.8633648e-05
3,135	Fractal: A General-Purpose Graph Pattern Mining System	2019	SIGMOD	7.4928743e-05
3,950	COMMIT: A Scalable Approach to Mining Communication Motifs from Dynamic Networks	2015	SIGMOD	6.5925643e-05
4,574	Beyond Macrobenchmarks: Microbenchmark-based Graph Database Evaluation	2019	VLDB	6.0663571e-05
5,120	Association Rules with Graph Patterns	2015	VLDB	5.6754325e-05
6,705	Combining Sampling and Synopses with Worst-Case Optimal Runtime and Quality Guarantees for Graph Pattern Cardinality Estimation	2021	SIGMOD	4.9507418e-05
7,120	Discovering Graph Functional Dependencies	2018	SIGMOD	4.8200122e-05
7,587	Maverick: Discovering Exceptional Facts from Knowledge Graphs	2018	SIGMOD	4.6999342e-05
7,609	Systems for Scalable Graph Analytics and Machine Learning: Trends and Methods	2025	VLDB	4.6921981e-05
8,135	Towards Event Prediction in Temporal Graphs	2022	VLDB	4.5740737e-05
8,209	Mining Top-k Pairs of Correlated Subgraphs in a Large Network	2020	VLDB	4.5537353e-05
8,269	GraphINC: Graph Pattern Mining at Network Speed	2023	SIGMOD	4.5406632e-05
8,974	Ontological Pathfinding: Mining First-Order Knowledge from Large Knowledge Bases	2016	SIGMOD	4.4148109e-05
9,106	TED: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database	2023	SIGMOD	4.3909979e-05
9,489	Making It Tractable to Catch Duplicates and Conflicts in Graphs	2023	SIGMOD	4.3300131e-05
9,561	T-FSM: A Task-Based System for Massively Parallel Frequent Subgraph Pattern Mining from a Big Graph	2023	SIGMOD	4.3212967e-05
9,564	Flexible and Feasible Support Measures for Mining Frequent Patterns in Large Labeled Graphs	2017	SIGMOD	4.3212967e-05
9,574	GARUDA: A System for Large-Scale Mining of Statistically Significant Connected Subgraphs	2016	VLDB	4.3211191e-05
9,861	Sage: Parallel Semi-Asymmetric Graph Algorithms for NVRAMs	2020	VLDB	4.2642656e-05
10,852	Efficient Top-k Frequent Subgraph Mining Using Tight Upper and Lower Bounds	2025	VLDB	4.1905499e-05
11,563	Approximate Pattern Matching in Massive Graphs with Precision and Recall Guarantees	2020	SIGMOD	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
202	Graph Indexing: A Frequent Structure-based Approach	2004	SIGMOD	0.00034881375
206	Storing Semistructured Data with STORED	1999	SIGMOD	0.00034583517
460	Graphs-at-a-time: Query Language and Access Methods for Graph Databases	2008	SIGMOD	0.00022679846
648	Efficient Subgraph Matching on Billion Node Graphs	2012	VLDB	0.00018688754
916	Distance-Join: Pattern Match Query In a Large Graph Database	2009	VLDB	0.00015326675
1,630	An In-depth Comparison of Subgraph Isomorphism Algorithms in Graph Databases	2013	VLDB	0.00011073047
1,720	Mining Significant Graph Patterns by Leap Search	2008	SIGMOD	0.00010757565
5,158	Towards Proximity Pattern Mining in Large Graphs	2010	SIGMOD	5.6510256e-05

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576	Substructure Similarity Search in Graph Databases	2005	SIGMOD	0.00019858777
4,713	Mining Graph Patterns Efficiently via Randomized Summaries	2009	VLDB	5.9694403e-05
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7,615	Mining Attribute-structure Correlated Patterns in Large Attributed Graphs	2012	VLDB	4.6902598e-05
10,852	Efficient Top-k Frequent Subgraph Mining Using Tight Upper and Lower Bounds	2025	VLDB	4.1905499e-05
202	Graph Indexing: A Frequent Structure-based Approach	2004	SIGMOD	0.00034881375
816	GraphMiner: A Structural Pattern-Mining System for Large Disk-based Graph Databases and Its Applications	2005	SIGMOD	0.00016287952