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Landmark Indexing for Evaluation of Label-Constrained Reachability Queries

Summary: Introduces landmark-based indexes for efficient LCR queries on directed graphs, enabling scalable evaluation of regular-path queries. Reports smaller index size and orders-of-magnitude faster LCR evaluation versus prior work, with open-source C++ code. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5383
Venue
SIGMOD
Year
2017
Pagerank
8.2411888e-05
Overall Rank
2,700 | 81.48%
DOI
10.1145/3035918.3035955

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{valstar_sigmod17,
        title = {{Landmark Indexing for Evaluation of Label-Constrained Reachability Queries}},
        author = {Valstar, Lucien D.J. and Fletcher, George H.L. and Yoshida, Yuichi},
        series = {{SIGMOD} '17},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3035918.3035955},
        url = {https://dl.acm.org/doi/10.1145/3035918.3035955},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank Citing Paper Year Venue Pagerank
3,473 Efficiently Answering Regular Simple Path Queries on Large Labeled Networks 2019 SIGMOD 7.3864987e-05
5,044 Efficiently Answering Reachability and Path Queries on Temporal Bipartite Graphs 2021 VLDB 6.3883109e-05
6,408 CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression 2023 SIGMOD 5.8842681e-05
6,603 Answering Billion-Scale Label-Constrained Reachability Queries within Microsecond 2020 VLDB 5.824568e-05
6,876 A Hierarchical Contraction Scheme for Querying Big Graphs 2022 SIGMOD 5.7483615e-05
7,226 Efficient Label-Constrained Shortest Path Queries on Road Networks: A Tree Decomposition Approach 2022 VLDB 5.6667372e-05
7,322 DLCR: Efficient Indexing for Label-Constrained Reachability Queries on Large Dynamic Graphs 2022 VLDB 5.644647e-05
7,976 Correlation Constraint Shortest Path over Large Multi-Relation Graphs 2019 VLDB 5.5152959e-05
8,975 Materialized View Selection & View-Based Query Planning for Regular Path Queries 2024 SIGMOD 5.3412433e-05
9,118 Efficient Distributed Hop-Constrained Path Enumeration on Large-Scale Graphs 2024 SIGMOD 5.3201316e-05
9,625 I/O Efficient Label-Constrained Reachability Queries in Large Graphs 2024 VLDB 5.2434488e-05
10,748 Accelerating Skyline Path Enumeration with a Core Attribute Index on Multi-attribute Graphs 2025 SIGMOD 5.093636e-05
10,789 Efficient Indexing for Flexible Label-Constrained Shortest Path Queries in Road Networks 2025 SIGMOD 5.093636e-05
11,225 Efficient Regular Simple Path Queries under Transitive Restricted Expressions 2024 VLDB 5.093636e-05
11,583 Answering Regular Path Queries through Exemplars 2022 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

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