Universal-DB: Towards Representation Independent Graph Analytics
Summary: Universal-DB delivers representation-independent graph analytics, yielding identical entity similarity and proximity results across representations. Decouples analytics from fixed encodings, boosting portability and usability for data scientists. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yodsawalai Chodpathumwan (University of Illinois Urbana-Champaign)
- 2. Amirhossein Aleyasen (University of Illinois Urbana-Champaign)
- 3. Arash Termehchy (Oregon State University)
- 4. Yizhou Sun (Northeastern University)
BibTeX Citation
@article{chodpathumwan_vldb15,
title = {{Universal-DB: Towards Representation Independent Graph Analytics}},
author = {Chodpathumwan, Yodsawalai and Aleyasen, Amirhossein and Termehchy, Arash and Sun, Yizhou},
journal = {PVLDB},
series = {{VLDB} '15},
volume = {8},
number = {12},
doi = {10.14778/2824032.2824125},
url = {https://doi.org/10.14778/2824032.2824125},
year = {2015}
}
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,854 | Extracting and Analyzing Hidden Graphs from Relational Databases | 2017 | SIGMOD | 8.0350257e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
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Semantically Similar Papers
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| 2 | 9,339 | Efficient Exploration of Interesting Aggregates in RDF Graphs | 2021 | SIGMOD |
| 3 | 12,075 | Graph-based Exploration of Non-graph Datasets | 2016 | VLDB |
| 4 | 9,149 | Semantic SPARQL Similarity Search Over RDF Knowledge Graphs | 2016 | VLDB |
| 5 | 12,159 | Leveraging Graph Dimensions in Online Graph Search | 2015 | VLDB |
| 6 | 8,592 | Robust Entity Resolution using Random Graphs | 2018 | SIGMOD |
| 7 | 4,372 | Schemaless and Structureless Graph Querying | 2014 | VLDB |
| 8 | 11,678 | Structural Generalizability: The Case of Similarity Search | 2021 | SIGMOD |
| 9 | 5,965 | Answering Top-k Representative Queries on Graph Databases | 2014 | SIGMOD |
| 10 | 2,854 | Extracting and Analyzing Hidden Graphs from Relational Databases | 2017 | SIGMOD |