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Influential Community Search over Large Heterogeneous Information Networks
Summary: Propose HIC, a meta-path-based core model that finds same-type vertex communities with high type-specific importance and influence over 2- and 3-type meta-paths. Develop peeling plus key-vertex identification and pruning algorithms that scale to large HINs and beat baselines.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 13059
- Venue
- VLDB
- Year
- 2023
- Pagerank
- 5.4118541e-05
- Overall Rank
- 5,610 | 60.98%
- DOI
-
10.14778/3594512.3594532
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 15 of 15 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 6,183 |
Efficient Core Maintenance in Large Bipartite Graphs |
2023 |
SIGMOD |
5.1667703e-05 |
| 9,552 |
Cohesiveness-aware Hierarchical Compressed Index for Community Search on Attributed Graphs |
2025 |
SIGMOD |
4.3254416e-05 |
| 9,670 |
On Efficient Large Sparse Matrix Chain Multiplication |
2024 |
SIGMOD |
4.3066148e-05 |
| 10,057 |
Budgeted Strong Community Search in Heterogeneous Graphs |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,076 |
Efficient Size-Bounded Community Search, Revisited: Frameworks for Practical Improvements |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,159 |
Efficient Influential Community Search over Dynamic Graphs |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,240 |
Effective Durable Community Search in Large Temporal Graph |
2026 |
VLDB |
4.1945683e-05 |
| 10,474 |
Community Detection in Heterogeneous Information Networks Without Materialization |
2025 |
SIGMOD |
4.1945683e-05 |
| 10,535 |
In-depth Analysis of Densest Subgraph Discovery in a Unified Framework |
2025 |
VLDB |
4.1945683e-05 |
| 10,553 |
Searching and Detecting Structurally Similar Communities in Large Heterogeneous Information Networks |
2025 |
VLDB |
4.1945683e-05 |
| 10,582 |
A Flexible Framework for Query-oriented Interactive Community Search |
2025 |
VLDB |
4.1945683e-05 |
| 10,681 |
Efficient k-Clique Densest Subgraph Discovery: Towards Bridging Practice and Theory |
2025 |
VLDB |
4.1945683e-05 |
| 10,694 |
Effective and Efficient Community Search for Complex Network Semantics Capture: From Coarse-Grain to Fine-Grain |
2025 |
VLDB |
4.1945683e-05 |
| 10,861 |
Finding Time-Proximity Communities in Temporal Heterogeneous Information Networks |
2025 |
VLDB |
4.1945683e-05 |
| 11,064 |
Efficient Betweenness Centrality Computation over Large Heterogeneous Information Networks |
2024 |
VLDB |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 21 of 21 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 283 |
Querying K-Truss Community in Large and Dynamic Graphs |
2014 |
SIGMOD |
0.00029041257 |
| 353 |
Local Search of Communities in Large Graphs |
2014 |
SIGMOD |
0.00026277992 |
| 370 |
Online Search of Overlapping Communities |
2013 |
SIGMOD |
0.00025415479 |
| 768 |
PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks |
2011 |
VLDB |
0.00016919065 |
| 1,257 |
Influential Community Search in Large Networks |
2015 |
VLDB |
0.00013020648 |
| 1,550 |
Approximate Closest Community Search in Networks |
2016 |
VLDB |
0.00011423628 |
| 1,645 |
Attribute-Driven Community Search |
2017 |
VLDB |
0.00011037459 |
| 1,836 |
Distance-generalized Core Decomposition |
2019 |
SIGMOD |
0.00010365753 |
| 2,286 |
Effective and Efficient Community Search over Large Heterogeneous Information Networks |
2020 |
VLDB |
9.0982591e-05 |
| 2,603 |
Maximum Co-located Community Search in Large Scale Social Networks |
2018 |
VLDB |
8.4666465e-05 |
| 2,721 |
Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks |
2020 |
VLDB |
8.2345495e-05 |
| 2,846 |
Unboundedness and Efficiency of Truss Maintenance in Evolving Graphs |
2019 |
SIGMOD |
8.0234377e-05 |
| 3,484 |
Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes |
2012 |
VLDB |
7.0524417e-05 |
| 3,603 |
Skyline Community Search in Multi-valued Networks |
2018 |
SIGMOD |
6.9306814e-05 |
| 3,854 |
Index-based Optimal Algorithms for Computing Steiner Components with Maximum Connectivity |
2015 |
SIGMOD |
6.6988744e-05 |
| 3,969 |
Efficient Size-Bounded Community Search over Large Networks |
2021 |
VLDB |
6.5787567e-05 |
| 4,743 |
Cohesive Subgraph Search over Big Heterogeneous Information Networks: Applications, Challenges, and Solutions |
2021 |
SIGMOD |
5.9586508e-05 |
| 4,843 |
Butterfly-Core Community Search over Labeled Graphs |
2021 |
VLDB |
5.8823824e-05 |
| 5,265 |
A Convex-Programming Approach for Efficient Directed Densest Subgraph Discovery |
2022 |
SIGMOD |
5.5972878e-05 |
| 5,513 |
Effective Community Search over Large Star-Schema Heterogeneous Information Networks |
2022 |
VLDB |
5.4641695e-05 |
| 5,643 |
An Optimal and Progressive Approach to Online Search of Top-K Influential Communities |
2018 |
VLDB |
5.3928286e-05 |
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 10,057 |
Budgeted Strong Community Search in Heterogeneous Graphs |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,159 |
Efficient Influential Community Search over Dynamic Graphs |
2026 |
SIGMOD |
4.1945683e-05 |
| 5,643 |
An Optimal and Progressive Approach to Online Search of Top-K Influential Communities |
2018 |
VLDB |
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| 2,721 |
Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks |
2020 |
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| 4,743 |
Cohesive Subgraph Search over Big Heterogeneous Information Networks: Applications, Challenges, and Solutions |
2021 |
SIGMOD |
5.9586508e-05 |
| 11,064 |
Efficient Betweenness Centrality Computation over Large Heterogeneous Information Networks |
2024 |
VLDB |
4.1945683e-05 |
| 1,257 |
Influential Community Search in Large Networks |
2015 |
VLDB |
0.00013020648 |
| 10,553 |
Searching and Detecting Structurally Similar Communities in Large Heterogeneous Information Networks |
2025 |
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4.1945683e-05 |
| 5,513 |
Effective Community Search over Large Star-Schema Heterogeneous Information Networks |
2022 |
VLDB |
5.4641695e-05 |
| 2,286 |
Effective and Efficient Community Search over Large Heterogeneous Information Networks |
2020 |
VLDB |
9.0982591e-05 |