Truss-based Community Search over Large Directed Graphs
Summary: Proposes D-truss, a directed-triangle model (flow and cycle triangles) for directed graphs to define cohesive communities. NP-hard; offers two 2-approximation algorithms (Global/Local) and a D-truss index for scalable, high-quality community search on large graphs. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Qing Liu
- 2. Minjun Zhao
- 3. Xin Huang
- 4. Jianliang Xu
- 5. Yunjun Gao
Incoming Citations (Sorted by Pagerank)
Showing 30 of 30 citing papers.
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Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 202 | Querying K-Truss Community in Large and Dynamic Graphs | 2014 | SIGMOD | 0.00025608916 |
| 280 | Online Search of Overlapping Communities | 2013 | SIGMOD | 0.00022555429 |
| 288 | Local Search of Communities in Large Graphs | 2014 | SIGMOD | 0.00022437469 |
| 851 | Robust Local Community Detection: On Free Rider Effect and Its Elimination | 2015 | VLDB | 0.00013659074 |
| 976 | Influential Community Search in Large Networks | 2015 | VLDB | 0.00012949951 |
| 1,105 | Approximate Closest Community Search in Networks | 2016 | VLDB | 0.00012236171 |
| 1,128 | Truss-based Community Search: a Truss-equivalence Based Indexing Approach | 2017 | VLDB | 0.00012139459 |
| 1,232 | Attribute-Driven Community Search | 2017 | VLDB | 0.00011657126 |
| 1,420 | Effective Community Search over Large Spatial Graphs | 2017 | VLDB | 0.00010932936 |
| 2,092 | Maximum Co-located Community Search in Large Scale Social Networks | 2018 | VLDB | 9.2522732e-05 |
| 3,241 | Skyline Community Search in Multi-valued Networks | 2018 | SIGMOD | 7.6781346e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,076 | Efficient Size-Bounded Community Search, Revisited: Frameworks for Practical Improvements | 2026 | SIGMOD | 5.1725247e-05 |
| 2,092 | Maximum Co-located Community Search in Large Scale Social Networks | 2018 | VLDB | 9.2522732e-05 |
| 1,232 | Attribute-Driven Community Search | 2017 | VLDB | 0.00011657126 |
| 5,388 | FirmTruss Community Search in Multilayer Networks | 2023 | VLDB | 6.3077259e-05 |
| 202 | Querying K-Truss Community in Large and Dynamic Graphs | 2014 | SIGMOD | 0.00025608916 |
| 8,018 | Efficient Triangle-Connected Truss Community Search In Dynamic Graphs | 2023 | VLDB | 5.5638558e-05 |
| 8,860 | Truss-based Community Search over Streaming Directed Graphs | 2024 | VLDB | 5.4204453e-05 |
| 1,105 | Approximate Closest Community Search in Networks | 2016 | VLDB | 0.00012236171 |
| 1,128 | Truss-based Community Search: a Truss-equivalence Based Indexing Approach | 2017 | VLDB | 0.00012139459 |
| 6,343 | Maximal D-truss Search in Dynamic Directed Graphs | 2023 | VLDB | 5.9697877e-05 |