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I/O Efficient Label-Constrained Reachability Queries in Large Graphs

Summary: Addresses external-memory label-constrained reachability, where prior in-memory methods incur prohibitive I/O on massive graphs. Two semantics-preserving graph reductions yield an adaptive LCR-Index, enabling sequential-scan queries and scaling to billion-edge graphs. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
13671
Venue
VLDB
Year
2024
Pagerank
5.2434488e-05
Overall Rank
9,625 | 33.97%
DOI
10.14778/3675034.3675049

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{yuan_vldb24,
        title = {{I/O Efficient Label-Constrained Reachability Queries in Large Graphs}},
        author = {Yuan, Long and Li, Xia and Chen, Zi and Lin, Xuemin and Zhao, Xiang and Zhang, Wenjie},
        journal = {PVLDB},
        series = {{VLDB} '24},
        volume = {17},
        number = {10},
        pages = {2590--2602},
        doi = {10.14778/3675034.3675049},
        url = {https://doi.org/10.14778/3675034.3675049},
        year = {2024}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 22 of 22 cited papers.

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

Rank Cited Paper Year Venue Pagerank
102 Truss Decomposition in Massive Networks 2012 VLDB 0.00034255289
264 The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing 2018 VLDB 0.00022980015
269 3-HOP: A High-Compression Indexing Scheme for Reachability Query 2009 SIGMOD 0.00022786599
530 An Analytical Study of Large SPARQL Query Logs 2018 VLDB 0.0001709169
594 Massive Graph Triangulation 2013 SIGMOD 0.00015979077
674 Finding Maximal Cliques in Massive Networks by H*-graph 2010 SIGMOD 0.00015081844
1,301 A Memory Efficient Reachability Data Structure Through Bit Vector Compression 2011 SIGMOD 0.00011255351
1,533 TF-Label: a Topological-Folding Labeling Scheme for Reachability Querying in a Large Graph 2013 SIGMOD 0.00010467148
2,119 DUALSIM: Parallel Subgraph Enumeration in a Massive Graph on a Single Machine 2016 SIGMOD 9.141144e-05
2,209 Regular Path Query Evaluation on Streaming Graphs 2020 SIGMOD 8.9437338e-05
2,490 Computing Label-Constraint Reachability in Graph Databases 2010 SIGMOD 8.5090456e-05
2,700 Landmark Indexing for Evaluation of Label-Constrained Reachability Queries 2017 SIGMOD 8.2411888e-05
3,021 SCARAB: Scaling Reachability Computation on Large Graphs 2012 SIGMOD 7.8401031e-05
3,278 Simple, Fast, and Scalable Reachability Oracle 2013 VLDB 7.5712342e-05
3,979 Reachability Querying: An Independent Permutation Labeling Approach 2014 VLDB 6.9754185e-05
6,535 I/O Efficient ECC Graph Decomposition via Graph Reduction 2016 VLDB 5.8486743e-05
6,603 Answering Billion-Scale Label-Constrained Reachability Queries within Microsecond 2020 VLDB 5.824568e-05
7,153 Towards Maximum Independent Sets on Massive Graphs 2015 VLDB 5.6872221e-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
9,759 Divide & Conquer: I/O Efficient Depth-First Search 2015 SIGMOD 5.2247222e-05
12,239 I/O Efficient: Computing SCCs in Massive Graphs 2013 SIGMOD 5.093636e-05
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