Efficient Label-Constrained Shortest Path Queries on Road Networks: A Tree Decomposition Approach
Summary: Proposes LSD-Index, a tree-decomposition-based index for label-constrained shortest-path queries in road networks. Demonstrates orders-of-magnitude speedups, reduced index space, and scalable parallel index construction on large-scale networks (e.g., USA road network). (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Junhua Zhang (Nanjing University; University of Technology Sydney)
- 2. Long Yuan (Nanjing University)
- 3. Wentao Li (University of Technology Sydney)
- 4. Lu Qin (University of Technology Sydney)
- 5. Ying Zhang (University of Technology Sydney)
BibTeX Citation
@article{zhang_vldb22,
title = {{Efficient Label-Constrained Shortest Path Queries on Road Networks: A Tree Decomposition Approach}},
author = {Zhang, Junhua and Yuan, Long and Li, Wentao and Qin, Lu and Zhang, Ying},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {3},
pages = {686--698},
doi = {10.14778/3494124.3494148},
url = {https://doi.org/10.14778/3494124.3494148},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,895 | Simpler is More: Efficient Top-K Nearest Neighbors Search on Large Road Networks | 2024 | VLDB | 5.2559789e-05 |
| 9,805 | I/O Efficient Label-Constrained Reachability Queries in Large Graphs | 2024 | VLDB | 5.1257999e-05 |
| 10,004 | PCSP: Efficiently Answering Label-Constrained Shortest Path Queries in Road Networks | 2024 | VLDB | 5.0979044e-05 |
| 11,205 | Efficient Indexing for Flexible Label-Constrained Shortest Path Queries in Road Networks | 2025 | SIGMOD | 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 |
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Outgoing Citations (Sorted by Pagerank)
Showing 14 of 14 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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