NAVIGATE: Explainable Visual Graph Exploration by Examples
Summary: NAVIGATE is an explainable visual graph exploration engine that interleaves query rewriting and answering to retrieve matches via examples. Visual queries and example refinement, plus explainable traces, with runtime speedups via cached star views. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Mohammad Hossein Namaki
- 2. Qi Song
- 3. Yinghui Wu
Incoming Citations (Sorted by Pagerank)
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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 |
|---|---|---|---|---|
| 2,938 | Graph Homomorphism Revisited for Graph Matching | 2010 | VLDB | 7.8524059e-05 |
| 3,684 | SPARQLByE: Querying RDF data by example | 2016 | VLDB | 6.8465042e-05 |
| 6,011 | X2Q: Your Personal Example-based Graph Explorer | 2018 | VLDB | 5.2415551e-05 |
| 6,206 | GBLENDER: Visual Subgraph Query Formulation Meets Query Processing | 2011 | SIGMOD | 5.1574851e-05 |
| 11,659 | Answering Why-questions by Exemplars in Attributed Graphs | 2019 | SIGMOD | 4.1945683e-05 |
| 11,713 | GExp: Cost-aware Graph Exploration with Keywords | 2018 | SIGMOD | 4.1945683e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,659 | Answering Why-questions by Exemplars in Attributed Graphs | 2019 | SIGMOD | 4.1945683e-05 |
| 7,285 | AutoG: A Visual Query Autocompletion Framework for Graph Databases | 2016 | VLDB | 4.7762476e-05 |
| 1,023 | Query Steering for Interactive Data Exploration | 2013 | CIDR | 0.00014611863 |
| 11,114 | VQFT: A Visual Query Approach Based on Full-Text Search for Knowledge Graphs | 2024 | VLDB | 4.1945683e-05 |
| 3,320 | Schemaless and Structureless Graph Querying | 2014 | VLDB | 7.2249102e-05 |
| 9,942 | VINCENT: Towards Efficient Exploratory Subgraph Search in Graph Databases | 2022 | VLDB | 4.2456408e-05 |
| 6,011 | X2Q: Your Personal Example-based Graph Explorer | 2018 | VLDB | 5.2415551e-05 |
| 11,713 | GExp: Cost-aware Graph Exploration with Keywords | 2018 | SIGMOD | 4.1945683e-05 |
| 11,685 | PivotE: Revealing and Visualizing the Underlying Entity Structures for Exploration | 2019 | VLDB | 4.1945683e-05 |
| 13,190 | KGNav: A Knowledge Graph Navigational Visual Query System | 2023 | VLDB | - |