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A Model-based Approach to Attributed Graph Clustering
Summary: Model-based Bayesian framework for attributed graph clustering, unifying structure and attributes without ad hoc distance design. Efficient variational inference scales to large graphs and yields superior clustering, beating state-of-the-art distance-based methods on real networks.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 4550
- Venue
- SIGMOD
- Year
- 2012
- Pagerank
- 8.085151e-05
- Overall Rank
- 2,810 | 80.48%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 1,000 |
Effective Community Search for Large Attributed Graphs |
2016 |
VLDB |
0.00014714977 |
| 4,391 |
When Engagement Meets Similarity: Efficient (k,r)-Core Computation on Social Networks |
2017 |
VLDB |
6.2190075e-05 |
| 5,468 |
MEGA: Multi-View Semi-Supervised Clustering of Hypergraphs |
2020 |
VLDB |
5.4896448e-05 |
| 6,977 |
C-Explorer: Browsing Communities in Large Graphs |
2017 |
VLDB |
4.8705543e-05 |
| 7,287 |
Topic-based Community Search over Spatial-Social Networks |
2020 |
VLDB |
4.7697047e-05 |
| 7,815 |
Efficient and Effective Attributed Hypergraph Clustering via K-Nearest Neighbor Augmentation |
2023 |
SIGMOD |
4.640481e-05 |
| 8,931 |
Tripartite Graph Clustering for Dynamic Sentiment Analysis on Social Media |
2014 |
SIGMOD |
4.4229886e-05 |
| 11,213 |
Modularity-based Hypergraph Clustering: Random Hypergraph Model, Hyperedge-cluster Relation, and Computation |
2023 |
SIGMOD |
4.1905499e-05 |
| 11,333 |
The Gibbs–Rand Model |
2022 |
PODS |
4.1905499e-05 |
| 11,828 |
From Community Detection to Community Profiling |
2017 |
VLDB |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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| 1,645 |
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| 13,099 |
Effective Clustering for Large Multi-Relational Graphs |
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- |
| 10,656 |
A Comprehensive Survey and Experimental Study of Learning-based Community Search |
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| 3,486 |
Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes |
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7.0468496e-05 |
| 9,649 |
Inductive Attributed Community Search: to Learn Communities across Graphs |
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| 7,815 |
Efficient and Effective Attributed Hypergraph Clustering via K-Nearest Neighbor Augmentation |
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| 3,370 |
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| 7,615 |
Mining Attribute-structure Correlated Patterns in Large Attributed Graphs |
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4.6902598e-05 |
| 313 |
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