Schemaless and Structureless Graph Querying
Summary: SLQ enables schemaless, structureless querying via transformation-driven mapping of keywords to graph matches. A ranking model is learned without labeled data, using graph sketch and belief propagation; plug-in extensibility enables new transformations. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Shengqi Yang
- 2. Yinghui Wu
- 3. Huan Sun
- 4. Xifeng Yan
Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,955 | SLQ: A User-friendly Graph Querying System | 2014 | SIGMOD | 6.5910012e-05 |
| 5,839 | Exploratory Querying of Extended Knowledge Graphs | 2016 | VLDB | 5.3044504e-05 |
| 9,058 | Semantic SPARQL Similarity Search Over RDF Knowledge Graphs | 2016 | VLDB | 4.4039656e-05 |
| 10,238 | TurboLynx: Schemaless Graph Engine Strikes Back for General-Purpose Analytics | 2026 | VLDB | 4.1945683e-05 |
| 10,696 | S3AND: Efficient Subgraph Similarity Search Under Aggregated Neighbor Difference Semantics | 2025 | VLDB | 4.1945683e-05 |
| 11,659 | Answering Why-questions by Exemplars in Attributed Graphs | 2019 | SIGMOD | 4.1945683e-05 |
| 11,734 | PANDA: A System for Partial Topology-based Search on Large Networks | 2018 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,201 | SPARK: Top-k Keyword Query in Relational Databases | 2007 | SIGMOD | 0.0001334371 |
| 1,410 | Entity Resolution with Iterative Blocking | 2009 | SIGMOD | 0.00012127555 |
| 2,125 | EASE: An Effective 3-in-1 Keyword Search Method for Unstructured, Semi-structured and Structured Data | 2008 | SIGMOD | 9.4893973e-05 |
| 2,551 | NeMa: Fast Graph Search with Label Similarity | 2013 | VLDB | 8.5572574e-05 |
| 4,143 | Efficient Algorithms for Exact Ranked Twig-Pattern Matching over Graphs | 2008 | SIGMOD | 6.4129418e-05 |
| 4,946 | Querying Graph Patterns | 2011 | PODS | 5.8149362e-05 |
| 5,151 | String Similarity Measures and Joins with Synonyms | 2013 | SIGMOD | 5.6609851e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,765 | Efficient Query Answering in Probabilistic RDF Graphs | 2011 | SIGMOD | 4.456315e-05 |
| 1,037 | Querying Graph Databases | 2013 | PODS | 0.00014502493 |
| 5,365 | Question Answering Over Knowledge Graphs: Question Understanding Via Template Decomposition | 2018 | VLDB | 5.5461187e-05 |
| 2,319 | Expressive and Flexible Access to Web-Extracted Data: A Keyword-based Structured Query Language | 2010 | SIGMOD | 9.0387108e-05 |
| 8,750 | Full-Power Graph Querying: State of the Art and Challenges | 2023 | VLDB | 4.456315e-05 |
| 3,211 | Natural Language Question Answering over RDF — A Graph Data Driven Approach | 2014 | SIGMOD | 7.3743561e-05 |
| 9,875 | A Universal Question-Answering Platform for Knowledge Graphs | 2023 | SIGMOD | 4.2667743e-05 |
| 4,038 | Querying Complex Structured Databases | 2007 | VLDB | 6.5082212e-05 |
| 9,058 | Semantic SPARQL Similarity Search Over RDF Knowledge Graphs | 2016 | VLDB | 4.4039656e-05 |
| 3,955 | SLQ: A User-friendly Graph Querying System | 2014 | SIGMOD | 6.5910012e-05 |