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TF-Label: a Topological-Folding Labeling Scheme for Reachability Querying in a Large Graph

Summary: TF-label proposes a topological folding labeling scheme for reachability in large graphs; folds the graph in half to shrink labels. Efficient construction and optimization; scalable index-building yield faster reachability queries than state-of-the-art methods. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h669efed0970ea09f
Venue
SIGMOD
Year
2013
Pagerank
0.00010219537
Overall Rank
1,563 | 89.50%
DOI
10.1145/2463676.2465286

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{cheng_sigmod13,
        title = {{TF-Label: a Topological-Folding Labeling Scheme for Reachability Querying in a Large Graph}},
        author = {Cheng, James and Huang, Silu and Wu, Huanhuan and Fu, Ada Wai-Chee},
        series = {{SIGMOD} '13},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2463676.2465286},
        url = {https://dl.acm.org/doi/10.1145/2463676.2465286},
        year = {2013}
}

Incoming Citations (Sorted by Pagerank)

Showing 20 of 20 citing papers.

Rank Citing Paper Year Venue Pagerank
937 Real-time Constrained Cycle Detection in Large Dynamic Graphs 2018 VLDB 0.00012971451
1,106 Path Problems in Temporal Graphs 2014 VLDB 0.0001199079
1,850 Reachability Queries on Large Dynamic Graphs: A Total Order Approach 2014 SIGMOD 9.502574e-05
2,734 Landmark Indexing for Evaluation of Label-Constrained Reachability Queries 2017 SIGMOD 8.0751431e-05
3,109 Pregel Algorithms for Graph Connectivity Problems with Performance Guarantees 2014 VLDB 7.6384672e-05
3,218 Dynamic Spanning Trees for Connectivity Queries on Fully-dynamic Undirected Graphs 2022 VLDB 7.5197421e-05
3,348 Simple, Fast, and Scalable Reachability Oracle 2013 VLDB 7.3891319e-05
4,050 Reachability Querying: An Independent Permutation Labeling Approach 2014 VLDB 6.8270039e-05
5,556 Making Graphs Compact by Lossless Contraction 2021 SIGMOD 6.0829894e-05
5,718 Microblog Entity Linking with Social Temporal Context 2015 SIGMOD 6.0162555e-05
6,180 Answering Billion-Scale Label-Constrained Reachability Queries within Microsecond 2020 VLDB 5.8570846e-05
6,205 On Querying Historical Connectivity in Temporal Graphs 2024 SIGMOD 5.8483206e-05
7,730 Minimum Strongly Connected Subgraph Collection in Dynamic Graphs 2024 VLDB 5.4646635e-05
7,844 DAG Reduction: Fast Answering Reachability Queries 2017 SIGMOD 5.4402574e-05
8,797 Towards Generating Hop-constrained s-t Simple Path Graphs 2023 SIGMOD 5.2742315e-05
9,312 HR-Index: An Effective Index Method for Historical Reachability Queries over Evolving Graphs 2023 SIGMOD 5.1954259e-05
9,812 I/O Efficient Label-Constrained Reachability Queries in Large Graphs 2024 VLDB 5.1233734e-05
10,253 Top-k Relevant Semantic Place Retrieval on Spatial RDF Data 2016 SIGMOD 5.0501823e-05
11,546 Constant-time Connectivity Querying in Dynamic Graphs 2024 SIGMOD 4.9769913e-05
11,715 Parallel Strong Connectivity Based on Faster Reachability 2023 SIGMOD 4.9769913e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

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