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Effective and Efficient PageRank-based Positioning for Graph Visualization

Summary: PDist, a PageRank-based node distance for graph visualization. Tau-Push estimates PDist with theoretical guarantees for single-/multi-level layouts and delivers sub-second interactive visualizations on billion-edge graphs, beating 13 baselines on 12 real graphs. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6579
Venue
SIGMOD
Year
2023
Pagerank
4.1945683e-05
Overall Rank
11,186 | 22.19%
DOI
10.1145/3588930

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