Back to papers
Multi-Level Graph Representation Learning Through Predictive Community-based Partitioning
Summary: ML-GRL recursively partitions graphs, selecting the best community-detection algorithm for each subgraph and using global graphs to preserve overall topology. A pre-trained predictor estimates performance without partitioning, enabling parallel subgraph processing and yielding accuracy and speedups over six GRL baselines.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 7083
- Venue
- SIGMOD
- Year
- 2025
- Pagerank
- -
- Overall Rank
- 13,091 | 8.93%
- DOI
-
10.1145/3711115
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 3,642 |
Real-Time Multi-Criteria Social Graph Partitioning: A Game Theoretic Approach |
2015 |
SIGMOD |
6.8876257e-05 |
| 13,086 |
Effective Clustering for Large Multi-Relational Graphs |
2026 |
SIGMOD |
- |
| 313 |
Graph Clustering Based on Structural/Attribute Similarities |
2009 |
VLDB |
0.00028097557 |
| 9,648 |
Inductive Attributed Community Search: to Learn Communities across Graphs |
2024 |
VLDB |
4.3109001e-05 |
| 2,807 |
A Model-based Approach to Attributed Graph Clustering |
2012 |
SIGMOD |
8.0905959e-05 |
| 7,936 |
Machine Learning for Subgraph Extraction: Methods, Applications and Challenges |
2023 |
VLDB |
4.613363e-05 |
| 5,827 |
On Graph Representation for Attributed Hypergraph Clustering |
2025 |
SIGMOD |
5.3113542e-05 |
| 3,369 |
Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed |
2022 |
VLDB |
7.171452e-05 |
| 5,007 |
Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning |
2022 |
VLDB |
5.763689e-05 |
| 10,648 |
A Comprehensive Survey and Experimental Study of Learning-based Community Search |
2025 |
VLDB |
4.1945683e-05 |