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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
- 13060
- Venue
- VLDB
- Year
- 2023
- Pagerank
- 5.4066581e-05
- Overall Rank
- 5,620 | 60.95%
- 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 |
| 6,185 |
Efficient Core Maintenance in Large Bipartite Graphs |
2023 |
SIGMOD |
5.1618114e-05 |
| 9,552 |
Cohesiveness-aware Hierarchical Compressed Index for Community Search on Attributed Graphs |
2025 |
SIGMOD |
4.3212967e-05 |
| 9,670 |
On Efficient Large Sparse Matrix Chain Multiplication |
2024 |
SIGMOD |
4.3024878e-05 |
| 10,057 |
Budgeted Strong Community Search in Heterogeneous Graphs |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,076 |
Efficient Size-Bounded Community Search, Revisited: Frameworks for Practical Improvements |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,159 |
Efficient Influential Community Search over Dynamic Graphs |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,240 |
Effective Durable Community Search in Large Temporal Graph |
2026 |
VLDB |
4.1905499e-05 |
| 10,484 |
Community Detection in Heterogeneous Information Networks Without Materialization |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,544 |
In-depth Analysis of Densest Subgraph Discovery in a Unified Framework |
2025 |
VLDB |
4.1905499e-05 |
| 10,562 |
Searching and Detecting Structurally Similar Communities in Large Heterogeneous Information Networks |
2025 |
VLDB |
4.1905499e-05 |
| 10,591 |
A Flexible Framework for Query-oriented Interactive Community Search |
2025 |
VLDB |
4.1905499e-05 |
| 10,689 |
Efficient k-Clique Densest Subgraph Discovery: Towards Bridging Practice and Theory |
2025 |
VLDB |
4.1905499e-05 |
| 10,702 |
Effective and Efficient Community Search for Complex Network Semantics Capture: From Coarse-Grain to Fine-Grain |
2025 |
VLDB |
4.1905499e-05 |
| 10,865 |
Finding Time-Proximity Communities in Temporal Heterogeneous Information Networks |
2025 |
VLDB |
4.1905499e-05 |
| 11,067 |
Efficient Betweenness Centrality Computation over Large Heterogeneous Information Networks |
2024 |
VLDB |
4.1905499e-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 |
| 284 |
Querying K-Truss Community in Large and Dynamic Graphs |
2014 |
SIGMOD |
0.00029014359 |
| 354 |
Local Search of Communities in Large Graphs |
2014 |
SIGMOD |
0.00026253833 |
| 370 |
Online Search of Overlapping Communities |
2013 |
SIGMOD |
0.00025391823 |
| 765 |
PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks |
2011 |
VLDB |
0.0001695147 |
| 1,256 |
Influential Community Search in Large Networks |
2015 |
VLDB |
0.00013009097 |
| 1,548 |
Approximate Closest Community Search in Networks |
2016 |
VLDB |
0.0001141271 |
| 1,645 |
Attribute-Driven Community Search |
2017 |
VLDB |
0.00011027616 |
| 1,837 |
Distance-generalized Core Decomposition |
2019 |
SIGMOD |
0.00010355705 |
| 2,291 |
Effective and Efficient Community Search over Large Heterogeneous Information Networks |
2020 |
VLDB |
9.0894835e-05 |
| 2,608 |
Maximum Co-located Community Search in Large Scale Social Networks |
2018 |
VLDB |
8.4587487e-05 |
| 2,726 |
Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks |
2020 |
VLDB |
8.2266116e-05 |
| 2,852 |
Unboundedness and Efficiency of Truss Maintenance in Evolving Graphs |
2019 |
SIGMOD |
8.0158741e-05 |
| 3,486 |
Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes |
2012 |
VLDB |
7.0468496e-05 |
| 3,608 |
Skyline Community Search in Multi-valued Networks |
2018 |
SIGMOD |
6.9241653e-05 |
| 3,857 |
Index-based Optimal Algorithms for Computing Steiner Components with Maximum Connectivity |
2015 |
SIGMOD |
6.6924202e-05 |
| 3,972 |
Efficient Size-Bounded Community Search over Large Networks |
2021 |
VLDB |
6.5724209e-05 |
| 4,737 |
Cohesive Subgraph Search over Big Heterogeneous Information Networks: Applications, Challenges, and Solutions |
2021 |
SIGMOD |
5.9529218e-05 |
| 4,843 |
Butterfly-Core Community Search over Labeled Graphs |
2021 |
VLDB |
5.8767265e-05 |
| 5,274 |
A Convex-Programming Approach for Efficient Directed Densest Subgraph Discovery |
2022 |
SIGMOD |
5.5919087e-05 |
| 5,525 |
Effective Community Search over Large Star-Schema Heterogeneous Information Networks |
2022 |
VLDB |
5.4589218e-05 |
| 5,656 |
An Optimal and Progressive Approach to Online Search of Top-K Influential Communities |
2018 |
VLDB |
5.3876479e-05 |
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 10,057 |
Budgeted Strong Community Search in Heterogeneous Graphs |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,159 |
Efficient Influential Community Search over Dynamic Graphs |
2026 |
SIGMOD |
4.1905499e-05 |
| 5,656 |
An Optimal and Progressive Approach to Online Search of Top-K Influential Communities |
2018 |
VLDB |
5.3876479e-05 |
| 2,726 |
Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks |
2020 |
VLDB |
8.2266116e-05 |
| 4,737 |
Cohesive Subgraph Search over Big Heterogeneous Information Networks: Applications, Challenges, and Solutions |
2021 |
SIGMOD |
5.9529218e-05 |
| 11,067 |
Efficient Betweenness Centrality Computation over Large Heterogeneous Information Networks |
2024 |
VLDB |
4.1905499e-05 |
| 1,256 |
Influential Community Search in Large Networks |
2015 |
VLDB |
0.00013009097 |
| 10,562 |
Searching and Detecting Structurally Similar Communities in Large Heterogeneous Information Networks |
2025 |
VLDB |
4.1905499e-05 |
| 5,525 |
Effective Community Search over Large Star-Schema Heterogeneous Information Networks |
2022 |
VLDB |
5.4589218e-05 |
| 2,291 |
Effective and Efficient Community Search over Large Heterogeneous Information Networks |
2020 |
VLDB |
9.0894835e-05 |