VIIQ: Auto-Suggestion Enabled Visual Interface for Interactive Graph Query Formulation
Summary: VIIQ is an interactive, iterative visual interface for constructing query graphs over heterogeneous, schema-less data. Edge-suggestion guides exact edge/vertex labeling toward user intent; the demo highlights features, the algorithm, and a scenario. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Nandish Jayaram
- 2. Sidharth Goyal
- 3. Chengkai Li
Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,011 | X2Q: Your Personal Example-based Graph Explorer | 2018 | VLDB | 5.2415551e-05 |
| 6,609 | Data-driven Visual Query Interfaces for Graphs: Past, Present, and (Near) Future | 2022 | SIGMOD | 4.9956718e-05 |
| 6,978 | C-Explorer: Browsing Communities in Large Graphs | 2017 | VLDB | 4.8752317e-05 |
| 7,279 | Data-driven Visual Graph Query Interface Construction and Maintenance: Challenges and Opportunities | 2016 | VLDB | 4.779057e-05 |
| 7,285 | AutoG: A Visual Query Autocompletion Framework for Graph Databases | 2016 | VLDB | 4.7762476e-05 |
| 7,775 | Graph Querying Meets HCI: State of the Art and Future Directions | 2017 | SIGMOD | 4.653773e-05 |
| 8,210 | Mining Top-k Pairs of Correlated Subgraphs in a Large Network | 2020 | VLDB | 4.5581054e-05 |
| 11,196 | Theories and Principles Matter: Towards Visually Appealing and Effective Abstraction of Property Graph Queries | 2023 | SIGMOD | 4.1945683e-05 |
| 11,659 | Answering Why-questions by Exemplars in Attributed Graphs | 2019 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 257 | Making Database Systems Usable | 2007 | SIGMOD | 0.00030223397 |
| 1,285 | Neighborhood Based Fast Graph Search in Large Networks | 2011 | SIGMOD | 0.00012833377 |
| 1,958 | Exemplar Queries: Give me an Example of What You Need | 2014 | VLDB | 9.9572632e-05 |
| 6,313 | QUBLE: Blending Visual Subgraph Query Formulation with Query Processing on Large Networks | 2013 | SIGMOD | 5.1158493e-05 |
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