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Efficient Maintenance of 2-Hop Labeling Index on Dynamic Small-World Graphs

Summary: M2HL: parallel maintenance of 2‑hop labels on dynamic small‑world graphs, handling edge insertions/deletions and concurrent update batches to eliminate prior time/memory bottlenecks. Provably correct and minimal; up to 10^4× faster, scalable and memory‑efficient. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13855
Venue
VLDB
Year
2025
Pagerank
4.1945683e-05
Overall Rank
10,584 | 26.37%
DOI
10.14778/3734839.3734840

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Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
10,209 Scalable Privacy-Preserving Shortest Path Distance Computation via 2-Hop Labeling in MPC 2026 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 21 of 21 cited papers.

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

Rank Cited Paper Year Venue Pagerank
260 Fast Exact Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling 2013 SIGMOD 0.00030040036
999 Effective Community Search for Large Attributed Graphs 2016 VLDB 0.00014726563
1,170 Shortest Path and Distance Queries on Road Networks: An Experimental Evaluation 2012 VLDB 0.00013511856
1,654 An Experimental Study on Hub Labeling based Shortest Path Algorithms 2018 VLDB 0.000109978
2,002 Efficient Network Aware Search in Collaborative Tagging Sites 2008 VLDB 9.818583e-05
2,201 When Hierarchy Meets 2-Hop-Labeling: Efficient Shortest Distance Queries on Road Networks 2018 SIGMOD 9.3048105e-05
2,639 Scaling Distance Labeling on Small-World Networks 2019 SIGMOD 8.3975113e-05
4,193 Relative Subboundedness of Contraction Hierarchy and Hierarchical 2-Hop Index in Dynamic Road Networks 2022 SIGMOD 6.37019e-05
5,035 Scaling Up Distance Labeling on Graphs with Core-Periphery Properties 2020 SIGMOD 5.7470184e-05
5,250 Architecture-Intact Oracle for Fastest Path and Time Queries on Dynamic Spatial Networks 2020 SIGMOD 5.6044961e-05
5,265 A Convex-Programming Approach for Efficient Directed Densest Subgraph Discovery 2022 SIGMOD 5.5972878e-05
5,292 Incrementalizing Graph Algorithms 2021 SIGMOD 5.5816687e-05
5,540 Efficiently Answering Reachability and Path Queries on Temporal Bipartite Graphs 2021 VLDB 5.4498271e-05
5,597 Efficient Shortest Path Counting on Large Road Networks 2022 VLDB 5.4178241e-05
5,932 Hub Labeling for Shortest Path Counting 2020 SIGMOD 5.2670741e-05
6,594 Hierarchical Cut Labelling – Scaling Up Distance Queries on Road Networks 2023 SIGMOD 4.999751e-05
6,795 Answering Billion-Scale Label-Constrained Reachability Queries within Microsecond 2020 VLDB 4.9242446e-05
7,441 BatchHL: Answering Distance Queries on Batch-Dynamic Networks at Scale 2022 SIGMOD 4.7302202e-05
9,089 Efficient Distributed Hop-Constrained Path Enumeration on Large-Scale Graphs 2024 SIGMOD 4.39898e-05
10,467 Accelerating Skyline Path Enumeration with a Core Attribute Index on Multi-attribute Graphs 2025 SIGMOD 4.1945683e-05
11,038 Distributed Shortest Distance Labeling on Large-Scale Graphs 2024 VLDB 4.1945683e-05
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