On Querying Connected Components in Large Temporal Graphs
Summary: Window-CC: a relaxed temporal connected-component model in a fixed time window for both undirected and directed temporal graphs. Online vs index-based queries; optimized indices deliver up to 3x (undirected) and up to 100x (directed) speedups with substantially smaller space than baselines. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Haoxuan Xie (Chinese University of Hong Kong)
- 2. Yixiang Fang (Chinese University of Hong Kong)
- 3. Yuyang Xia (Chinese University of Hong Kong)
- 4. Wensheng Luo (Chinese University of Hong Kong)
- 5. Chenhao Ma (Chinese University of Hong Kong)
BibTeX Citation
@inproceedings{xie_sigmod23,
title = {{On Querying Connected Components in Large Temporal Graphs}},
author = {Xie, Haoxuan and Fang, Yixiang and Xia, Yuyang and Luo, Wensheng and Ma, Chenhao},
series = {{SIGMOD} '23},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3589315},
url = {https://dl.acm.org/doi/10.1145/3589315},
year = {2023}
}
Incoming Citations (Sorted by Pagerank)
Showing 12 of 12 citing papers.
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 474 | Dynamic Query Evaluation Plans | 1989 | SIGMOD | 0.00017894953 |
| 927 | Real-time Constrained Cycle Detection in Large Dynamic Graphs | 2018 | VLDB | 0.00013161079 |
| 1,123 | Path Problems in Temporal Graphs | 2014 | VLDB | 0.00012089975 |
| 2,295 | Optimizing Graph Algorithms on Pregel-like Systems | 2014 | VLDB | 8.7932254e-05 |
| 3,008 | Scalable Big Graph Processing in MapReduce | 2014 | SIGMOD | 7.8578871e-05 |
| 3,065 | Pregel Algorithms for Graph Connectivity Problems with Performance Guarantees | 2014 | VLDB | 7.7989716e-05 |
| 3,312 | On Querying Historical K-Cores | 2021 | VLDB | 7.5309892e-05 |
| 3,439 | COMMIT: A Scalable Approach to Mining Communication Motifs from Dynamic Networks | 2015 | SIGMOD | 7.4144782e-05 |
| 7,647 | GraphZeppelin: Storage-Friendly Sketching for Connected Components on Dynamic Graph Streams | 2022 | SIGMOD | 5.5761394e-05 |
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