MEGA: Multi-View Semi-Supervised Clustering of Hypergraphs
Summary: MEGA: multi-view semi-supervised clustering for hypergraphs that fuses heterogeneous relations and cross-source content. Uses hypergraph-normalized cut and weighted kernel K-Means to initialize multi-view semi-supervised clustering. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Joyce Jiyoung Whang
- 2. Rundong Du
- 3. Sangwon Jung
- 4. Geon Lee
- 5. Barry Drake
- 6. Qingqing Liu
- 7. Seonggoo Kang
- 8. Haesun Park
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,236 | Neighborhood-based Hypergraph Core Decomposition | 2023 | VLDB | 6.3758783e-05 |
| 5,872 | On Graph Representation for Attributed Hypergraph Clustering | 2025 | SIGMOD | 6.1208209e-05 |
| 8,059 | Efficient and Effective Attributed Hypergraph Clustering via K-Nearest Neighbor Augmentation | 2023 | SIGMOD | 5.555076e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 348 | Graph Clustering Based on Structural/Attribute Similarities | 2009 | VLDB | 0.00020607546 |
| 2,604 | A Model-based Approach to Attributed Graph Clustering | 2012 | SIGMOD | 8.4235805e-05 |
| 3,117 | Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes | 2012 | VLDB | 7.7935008e-05 |
| 3,512 | Efficient and Effective Algorithms for Clustering Uncertain Graphs | 2019 | VLDB | 7.4217824e-05 |
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