Robust Entity Resolution using Random Graphs
Summary: Robust ER via a binary oracle, using expander-based control queries on random graphs to guide merges under noise. Formal guarantees and experiments show a correction-free ER toolkit outperforms recent error-correcting ER methods on real and synthetic data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Sainyam Galhotra (University of Massachusetts Amherst)
- 2. Donatella Firmani (Roma Tre University)
- 3. Barna Saha (University of Massachusetts Amherst)
- 4. Divesh Srivastava (AT&T)
BibTeX Citation
@inproceedings{galhotra_sigmod18,
title = {{Robust Entity Resolution using Random Graphs}},
author = {Galhotra, Sainyam and Firmani, Donatella and Saha, Barna and Srivastava, Divesh},
series = {{SIGMOD} '18},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3183713.3183755},
url = {https://dl.acm.org/doi/10.1145/3183713.3183755},
year = {2018}
}Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,941 | Deep Indexed Active Learning for Matching Heterogeneous Entity Representations | 2022 | VLDB | 6.3428387e-05 |
| 5,052 | BEER: Blocking for Effective Entity Resolution | 2021 | SIGMOD | 6.2949299e-05 |
| 5,853 | Adaptive Rule Discovery for Labeling Text Data | 2021 | SIGMOD | 5.9690904e-05 |
| 10,011 | Hierarchical Entity Resolution using an Oracle | 2022 | SIGMOD | 5.0954911e-05 |
| 10,013 | How to Design Robust Algorithms using Noisy Comparison Oracle | 2021 | VLDB | 5.0954911e-05 |
| 10,589 | LLM-Powered Interactive Graph Search: A Scalable and Practical Approach | 2026 | SIGMOD | 4.9769913e-05 |
| 10,823 | X-Wim: Massive Parallelization of Weighted Matching in Bipartite Graphs | 2026 | VLDB | 4.9769913e-05 |
| 11,288 | Evaluating Methods for Efficient Entity Count Estimation | 2025 | VLDB | 4.9769913e-05 |
| 11,497 | k-Clustering with Comparison and Distance Oracles | 2024 | PODS | 4.9769913e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 198 | CrowdER: Crowdsourcing Entity Resolution | 2012 | VLDB | 0.00025546182 |
| 433 | Corleone: Hands-Off Crowdsourcing for Entity Matching | 2014 | SIGMOD | 0.00018324965 |
| 623 | Entity Resolution: Theory, Practice & Open Challenges | 2012 | VLDB | 0.00015477107 |
| 871 | Leveraging Transitive Relations for Crowdsourced Joins | 2013 | SIGMOD | 0.00013338722 |
| 934 | Question Selection for Crowd Entity Resolution | 2013 | VLDB | 0.00012998402 |
| 1,307 | Entity Resolution with Iterative Blocking | 2009 | SIGMOD | 0.00011078699 |
| 1,472 | Crowdsourcing Algorithms for Entity Resolution | 2014 | VLDB | 0.00010553304 |
| 3,409 | Waldo: An Adaptive Human Interface for Crowd Entity Resolution | 2017 | SIGMOD | 7.3230153e-05 |
| 3,666 | Online Entity Resolution Using an Oracle | 2016 | VLDB | 7.1151622e-05 |
| 3,814 | Incremental Record Linkage | 2014 | VLDB | 7.0052017e-05 |
| 4,625 | Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach | 2016 | SIGMOD | 6.4948389e-05 |
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| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 4,625 | Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach | 2016 | SIGMOD |
| 2 | 11,596 | Enriching Relations with Additional Attributes for ER | 2024 | VLDB |
| 3 | 2,325 | ZeroER: Entity Resolution using Zero Labeled Examples | 2020 | SIGMOD |
| 4 | 11,744 | Splitting Tuples of Mismatched Entities | 2023 | SIGMOD |
| 5 | 3,666 | Online Entity Resolution Using an Oracle | 2016 | VLDB |
| 6 | 10,011 | Hierarchical Entity Resolution using an Oracle | 2022 | SIGMOD |
| 7 | 12,241 | A Demonstration of PERC: Probabilistic Entity Resolution With Crowd Errors | 2018 | VLDB |
| 8 | 5,946 | Exploiting Context Analysis for Combining Multiple Entity Resolution Systems | 2009 | SIGMOD |
| 9 | 934 | Question Selection for Crowd Entity Resolution | 2013 | VLDB |
| 10 | 1,472 | Crowdsourcing Algorithms for Entity Resolution | 2014 | VLDB |