Effective Community Search over Large Star-Schema Heterogeneous Information Networks
Summary: Introduces community search in large star-schema HINs without user-specified meta-paths or relational constraints, maximizing shared meta-paths yielding cohesive cores. Anti-monotone online algorithms and a pruning-rich index substantially accelerate search. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yangqin Jiang (Chinese University of Hong Kong)
- 2. Yixiang Fang (Chinese University of Hong Kong)
- 3. Chenhao Ma (University of Hong Kong)
- 4. Xin Cao (University of New South Wales)
- 5. Chunshan Li (Harbin Engineering University)
BibTeX Citation
@article{jiang_vldb22,
title = {{Effective Community Search over Large Star-Schema Heterogeneous Information Networks}},
author = {Jiang, Yangqin and Fang, Yixiang and Ma, Chenhao and Cao, Xin and Li, Chunshan},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {11},
pages = {2307--2320},
doi = {10.14778/3551793.3551795},
url = {https://doi.org/10.14778/3551793.3551795},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,681 | Influential Community Search over Large Heterogeneous Information Networks | 2023 | VLDB | 6.5665144e-05 |
| 8,396 | Densest Multipartite Subgraph Search in Heterogeneous Information Networks | 2024 | VLDB | 5.4347277e-05 |
| 8,632 | gCore: Exploring Cross-layer Cohesiveness in Multi-layer Graphs | 2023 | VLDB | 5.3964804e-05 |
| 9,691 | A Flexible Framework for Query-oriented Interactive Community Search | 2025 | VLDB | 5.2351259e-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 |
| 10,941 | Effective and Efficient Community Search for Complex Network Semantics Capture: From Coarse-Grain to Fine-Grain | 2025 | VLDB | 5.093636e-05 |
| 11,085 | Finding Time-Proximity Communities in Temporal Heterogeneous Information Networks | 2025 | VLDB | 5.093636e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 18 of 18 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next