Quasi-stable Coloring for Graph Compression
Summary: Introduces quasi-stable coloring, the first approximate color-refinement scheme, trading graph compression for representation accuracy beyond strict symmetries. Establishes approximation benefits for LP, max-flow, and betweenness centrality; maximal coloring is NP-hard, addressed heuristically. (summarized by gpt-5.6-luna on Jul 24 2026)
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Authors
- 1. Moe Kayali (University of Washington)
- 2. Dan Suciu (University of Washington)
BibTeX Citation
@article{kayali_vldb23,
title = {{Quasi-stable Coloring for Graph Compression}},
author = {Kayali, Moe and Suciu, Dan},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {4},
pages = {803--815},
doi = {10.14778/3574245.3574264},
url = {https://doi.org/10.14778/3574245.3574264},
year = {2023}
}
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|---|---|---|---|---|
| 1,411 | word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data | 2020 | PODS | 0.00010852334 |
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