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Scaling Up Distance Labeling on Graphs with Core-Periphery Properties

Summary: Core-Tree (CT) Index scales exact 2-hop distance labeling to massive graphs by exploiting core–periphery structure; links treewidth, index size, and query time. CT delivers a compact index with sub-0.4 ms queries on graphs as large as 5.5B edges, enabling distance queries previously infeasible. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
haa15722669af9cf3
Venue
SIGMOD
Year
2020
Pagerank
6.5781787e-05
Overall Rank
4,488 | 69.83%
DOI
10.1145/3318464.3389748

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{li_sigmod20,
        title = {{Scaling Up Distance Labeling on Graphs with Core-Periphery Properties}},
        author = {Li, Wentao and Qiao, Miao and Qin, Lu and Zhang, Ying and Chang, Lijun and Lin, Xuemin},
        series = {{SIGMOD} '20},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3318464.3389748},
        url = {https://dl.acm.org/doi/10.1145/3318464.3389748},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank Citing Paper Year Venue Pagerank
3,875 Cohesive Subgraph Search over Big Heterogeneous Information Networks: Applications, Challenges, and Solutions 2021 SIGMOD 6.9536357e-05
5,803 Shortest-Path Queries on Complex Networks: Experiments, Analyses, and Improvement 2022 VLDB 5.9893561e-05
7,377 Efficient Label-Constrained Shortest Path Queries on Road Networks: A Tree Decomposition Approach 2022 VLDB 5.5395908e-05
8,393 Efficient Distributed Hop-Constrained Path Enumeration on Large-Scale Graphs 2024 SIGMOD 5.3410533e-05
10,004 PCSP: Efficiently Answering Label-Constrained Shortest Path Queries in Road Networks 2024 VLDB 5.0979044e-05
10,255 Accelerating Skyline Path Enumeration with a Core Attribute Index on Multi-attribute Graphs 2025 SIGMOD 5.050482e-05
10,564 Efficient Exact Resistance Distance Computation on Small-Treewidth Graphs: a Labelling Approach 2026 SIGMOD 4.9793485e-05
11,205 Efficient Indexing for Flexible Label-Constrained Shortest Path Queries in Road Networks 2025 SIGMOD 4.9793485e-05
11,251 Efficient Maintenance of 2-Hop Labeling Index on Dynamic Small-World Graphs 2025 VLDB 4.9793485e-05
11,449 A CPU-GPU Hybrid Labelling Algorithm for Massive Shortest Distance Queries on Road Networks 2025 VLDB 4.9793485e-05
11,580 Distributed Shortest Distance Labeling on Large-Scale Graphs 2024 VLDB 4.9793485e-05
11,600 Efficient kNN Search in Public Transportation Networks 2024 VLDB 4.9793485e-05
11,716 QHL: A Fast Algorithm for Exact Constrained Shortest Path Search on Road Networks 2023 SIGMOD 4.9793485e-05
11,775 Approximating Probabilistic Group Steiner Trees in Graphs 2023 VLDB 4.9793485e-05
13,616 TRIM: An Efficient Framework for Exact Eccentricity Computation on Large-Scale Graphs 2026 VLDB -
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Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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