Mining and Indexing Graphs for Supergraph Search
Summary: Supergraph search (SPS) on graph databases; subgraph/supergraph checks are NP-hard, motivating index-based SPS. Proposes subgraph mining optimizing both filtering and prefix-sharing gains, LW-index, and two approximations (1-1/e, 1/4); yields 3-10× SPS speedups. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Dayu Yuan
- 2. Prasenjit Mitra
- 3. C. Lee Giles
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,072 | Performance and Scalability of Indexed Subgraph Query Processing Methods | 2015 | VLDB | 6.4727847e-05 |
| 11,598 | IDAR: Fast Supergraph Search Using DAG Integration | 2020 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 203 | Graph Indexing: A Frequent Structure-based Approach | 2004 | SIGMOD | 0.00034889335 |
| 350 | FG-Index: Towards Verification-Free Query Processing on Graph Databases | 2007 | SIGMOD | 0.00026365067 |
| 612 | Taming Verification Hardness: An Efficient Algorithm for Testing Subgraph Isomorphism | 2008 | VLDB | 0.0001920234 |
| 790 | Exploiting Statistics on Query Expressions for Optimization | 2002 | SIGMOD | 0.0001663283 |
| 2,438 | Towards Graph Containment Search and Indexing | 2007 | VLDB | 8.8214248e-05 |
| 3,720 | iGraph: A Framework for Comparisons of Disk-Based Graph Indexing Techniques | 2010 | VLDB | 6.8192237e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,043 | The Complexity of Mining Maximal Frequent Subgraphs | 2013 | PODS | 5.7411631e-05 |
| 3,862 | A Partition-Based Approach to Structure Similarity Search | 2014 | VLDB | 6.687769e-05 |
| 4,072 | Performance and Scalability of Indexed Subgraph Query Processing Methods | 2015 | VLDB | 6.4727847e-05 |
| 6,801 | Updating Graph Indices with a One-Pass Algorithm | 2015 | SIGMOD | 4.9226813e-05 |
| 2,438 | Towards Graph Containment Search and Indexing | 2007 | VLDB | 8.8214248e-05 |
| 572 | Substructure Similarity Search in Graph Databases | 2005 | SIGMOD | 0.00019887011 |
| 2,525 | Connected Substructure Similarity Search | 2010 | SIGMOD | 8.5981082e-05 |
| 10,848 | Efficient Top-k Frequent Subgraph Mining Using Tight Upper and Lower Bounds | 2025 | VLDB | 4.1945683e-05 |
| 4,958 | Efficient Subgraph Search over Large Uncertain Graphs | 2011 | VLDB | 5.8031038e-05 |
| 203 | Graph Indexing: A Frequent Structure-based Approach | 2004 | SIGMOD | 0.00034889335 |