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Neural Attributed Community Search at Billion Scale
Summary: Neural attributed community search for billion-scale graphs. ALICE combines density sketch modularity to extract modular k-hop subgraph and a cross-attention ConNet on a node-attr graph to predict communities under structure-attr and local consistency.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 6753
- Venue
- SIGMOD
- Year
- 2023
- Pagerank
- 5.1355079e-05
- Overall Rank
- 6,259 | 56.46%
- DOI
-
10.1145/3626738
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 12 of 12 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 8,069 |
Computing Approximate Graph Edit Distance via Optimal Transport |
2025 |
SIGMOD |
4.5934204e-05 |
| 8,527 |
Simpler is More: Efficient Top-K Nearest Neighbors Search on Large Road Networks |
2024 |
VLDB |
4.4937074e-05 |
| 8,821 |
Efficient Unsupervised Community Search with Pre-trained Graph Transformer |
2024 |
VLDB |
4.4417735e-05 |
| 9,553 |
Deep Overlapping Community Search via Subspace Embedding |
2025 |
SIGMOD |
4.3254416e-05 |
| 10,157 |
Efficient and Effective Biclique Counting with Local Differential Privacy |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,181 |
LMSC: Local Sketch Modularity Optimisation for Size-Constrained Community Search in Networks |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,552 |
Synergetic Community Search over Large Multilayer Graphs |
2025 |
VLDB |
4.1945683e-05 |
| 10,553 |
Searching and Detecting Structurally Similar Communities in Large Heterogeneous Information Networks |
2025 |
VLDB |
4.1945683e-05 |
| 10,632 |
Efficient and Accurate Subgraph Counting: A Bottom-up Flow-learning Based Approach |
2025 |
VLDB |
4.1945683e-05 |
| 10,648 |
A Comprehensive Survey and Experimental Study of Learning-based Community Search |
2025 |
VLDB |
4.1945683e-05 |
| 10,675 |
On LLM-Enhanced Mixed-Type Data Imputation with High-Order Message Passing |
2025 |
VLDB |
4.1945683e-05 |
| 10,843 |
Machine Learning for Graph Data Management and Query Processing |
2025 |
VLDB |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 14 of 14 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 283 |
Querying K-Truss Community in Large and Dynamic Graphs |
2014 |
SIGMOD |
0.00029041257 |
| 353 |
Local Search of Communities in Large Graphs |
2014 |
SIGMOD |
0.00026277992 |
| 370 |
Online Search of Overlapping Communities |
2013 |
SIGMOD |
0.00025415479 |
| 999 |
Effective Community Search for Large Attributed Graphs |
2016 |
VLDB |
0.00014726563 |
| 1,013 |
Robust Local Community Detection: On Free Rider Effect and Its Elimination |
2015 |
VLDB |
0.00014645542 |
| 1,550 |
Approximate Closest Community Search in Networks |
2016 |
VLDB |
0.00011423628 |
| 1,645 |
Attribute-Driven Community Search |
2017 |
VLDB |
0.00011037459 |
| 2,897 |
ICS-GNN: Lightweight Interactive Community Search via Graph Neural Network |
2021 |
VLDB |
7.9450406e-05 |
| 3,001 |
Neural Subgraph Counting with Wasserstein Estimator |
2022 |
SIGMOD |
7.7404487e-05 |
| 3,369 |
Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed |
2022 |
VLDB |
7.171452e-05 |
| 3,854 |
Index-based Optimal Algorithms for Computing Steiner Components with Maximum Connectivity |
2015 |
SIGMOD |
6.6988744e-05 |
| 4,394 |
When Engagement Meets Similarity: Efficient (k,r)-Core Computation on Social Networks |
2017 |
VLDB |
6.224902e-05 |
| 5,950 |
DMCS : Density Modularity based Community Search |
2022 |
SIGMOD |
5.2592833e-05 |
| 7,752 |
ABC: Attributed Bipartite Co-clustering |
2022 |
VLDB |
4.6601824e-05 |
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