Efficient Maximal Motif-Clique Enumeration over Large Heterogeneous Information Networks
Summary: Efficient maximal motif-clique enumeration in large HINs via an order-based duplicate-free framework, pivot pruning, and optimized candidate/subgraph processing. Experiments on five real networks show up to 10³× speedups over the state of the art. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yingli Zhou (Chinese University of Hong Kong)
- 2. Yixiang Fang (Chinese University of Hong Kong)
- 3. Chenhao Ma (Chinese University of Hong Kong)
- 4. Tianci Hou (Chinese University of Hong Kong)
- 5. Xin Huang (Hong Kong Baptist University)
BibTeX Citation
@article{zhou_vldb24,
title = {{Efficient Maximal Motif-Clique Enumeration over Large Heterogeneous Information Networks}},
author = {Zhou, Yingli and Fang, Yixiang and Ma, Chenhao and Hou, Tianci and Huang, Xin},
journal = {PVLDB},
series = {{VLDB} '24},
volume = {17},
number = {11},
pages = {2946--2959},
doi = {10.14778/3681954.3681975},
url = {https://doi.org/10.14778/3681954.3681975},
year = {2024}
}Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,226 | Efficient Anchored Densest Subgraph Discovery: Improved Time Complexity and Practical Performance | 2026 | SIGMOD | 5.093636e-05 |
| 10,229 | Efficient Meta-subgraph Instance Search over Large Heterogeneous Information Networks | 2026 | SIGMOD | 5.093636e-05 |
| 10,349 | Budgeted Strong Community Search in Heterogeneous Graphs | 2026 | SIGMOD | 5.093636e-05 |
| 10,448 | Efficient Influential Community Search over Dynamic Graphs | 2026 | SIGMOD | 5.093636e-05 |
| 10,524 | A Semantics-aware Approach for Graph Edit Distance Estimation over Knowledge Graphs | 2026 | VLDB | 5.093636e-05 |
| 10,598 | Scalable Approximate Biclique Counting over Large Bipartite Graphs | 2026 | VLDB | 5.093636e-05 |
| 10,807 | In-depth Analysis of Densest Subgraph Discovery in a Unified Framework | 2025 | VLDB | 5.093636e-05 |
| 10,919 | X-Blossom: Massive Parallelization of Graph Maximum Matching | 2025 | VLDB | 5.093636e-05 |
| 10,930 | Efficient k-Clique Densest Subgraph Discovery: Towards Bridging Practice and Theory | 2025 | VLDB | 5.093636e-05 |
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Showing 18 of 18 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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