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Diversified Top-k Subgraph Querying in a Large Graph

Summary: Diversified top-k subgraph querying in large graphs: up to k isomorphic subgraphs maximize coverage. Proposes a level-based algorithm with early termination and a provable approximation; experiments on data show near-optimal results and ~10 ms queries. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5305
Venue
SIGMOD
Year
2016
Pagerank
6.2436385e-05
Overall Rank
5,370 | 63.16%
DOI
10.1145/2882903.2915216

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{yang_sigmod16,
        title = {{Diversified Top-k Subgraph Querying in a Large Graph}},
        author = {Yang, Zhengwei and Fu, Ada Wai-Chee and Liu, Ruifeng},
        series = {{SIGMOD} '16},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2882903.2915216},
        url = {https://dl.acm.org/doi/10.1145/2882903.2915216},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 22 of 22 cited papers.

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

Rank Cited Paper Year Venue Pagerank
177 Graph Indexing: A Frequent Structure-based Approach 2004 SIGMOD 0.00027100548
294 Graphs-at-a-time: Query Language and Access Methods for Graph Databases 2008 SIGMOD 0.00022253507
326 FG-Index: Towards Verification-Free Query Processing on Graph Databases 2007 SIGMOD 0.00021152829
352 On Graph Query Optimization in Large Networks 2010 VLDB 0.00020375193
431 Taming Verification Hardness: An Efficient Algorithm for Testing Subgraph Isomorphism 2008 VLDB 0.00018577017
442 Efficient Subgraph Matching on Billion Node Graphs 2012 VLDB 0.00018398144
485 TurboISO: Towards UltraFast and Robust Subgraph Isomorphism Search in Large Graph Databases 2013 SIGMOD 0.00017717377
727 Graph Indexing: Tree + Delta >= Graph 2007 VLDB 0.00014565738
1,153 Efficient Diversity-Aware Search 2011 SIGMOD 0.0001193423
1,181 An In-depth Comparison of Subgraph Isomorphism Algorithms in Graph Databases 2013 VLDB 0.0001179597
1,231 SAPPER: Subgraph Indexing and Approximate Matching in Large Graphs 2010 VLDB 0.00011571594
1,336 Query Preserving Graph Compression 2012 SIGMOD 0.00011118804
1,487 Exploiting Vertex Relationships in Speeding up Subgraph Isomorphism over Large Graphs 2015 VLDB 0.00010615297
1,552 Scalable Subgraph Enumeration in MapReduce 2015 VLDB 0.00010379532
1,807 DisC Diversity: Result Diversification based on Dissimilarity and Coverage 2013 VLDB 9.7054469e-05
2,259 Top-k Bounded Diversification 2012 SIGMOD 8.8529269e-05
2,285 NeMa: Fast Graph Search with Label Similarity 2013 VLDB 8.8052998e-05
3,908 Diversified Top-k Graph Pattern Matching 2013 VLDB 7.0262215e-05
4,474 Querying Big Graphs within Bounded Resources 2014 SIGMOD 6.6803983e-05
4,748 Taming Subgraph Isomorphism for RDF Query Processing 2015 VLDB 6.5251089e-05
5,484 Capturing Topology in Graph Pattern Matching 2012 VLDB 6.2018052e-05
6,631 Updating Graph Indices with a One-Pass Algorithm 2015 SIGMOD 5.8190404e-05
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