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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
- 6754
- Venue
- SIGMOD
- Year
- 2023
- Pagerank
- 5.1305787e-05
- Overall Rank
- 6,259 | 56.51%
- 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 |
| 8,072 |
Computing Approximate Graph Edit Distance via Optimal Transport |
2025 |
SIGMOD |
4.5890162e-05 |
| 8,526 |
Simpler is More: Efficient Top-K Nearest Neighbors Search on Large Road Networks |
2024 |
VLDB |
4.4893996e-05 |
| 8,821 |
Efficient Unsupervised Community Search with Pre-trained Graph Transformer |
2024 |
VLDB |
4.437516e-05 |
| 9,553 |
Deep Overlapping Community Search via Subspace Embedding |
2025 |
SIGMOD |
4.3212967e-05 |
| 10,157 |
Efficient and Effective Biclique Counting with Local Differential Privacy |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,181 |
LMSC: Local Sketch Modularity Optimisation for Size-Constrained Community Search in Networks |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,561 |
Synergetic Community Search over Large Multilayer Graphs |
2025 |
VLDB |
4.1905499e-05 |
| 10,562 |
Searching and Detecting Structurally Similar Communities in Large Heterogeneous Information Networks |
2025 |
VLDB |
4.1905499e-05 |
| 10,640 |
Efficient and Accurate Subgraph Counting: A Bottom-up Flow-learning Based Approach |
2025 |
VLDB |
4.1905499e-05 |
| 10,656 |
A Comprehensive Survey and Experimental Study of Learning-based Community Search |
2025 |
VLDB |
4.1905499e-05 |
| 10,683 |
On LLM-Enhanced Mixed-Type Data Imputation with High-Order Message Passing |
2025 |
VLDB |
4.1905499e-05 |
| 10,847 |
Machine Learning for Graph Data Management and Query Processing |
2025 |
VLDB |
4.1905499e-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 |
| 284 |
Querying K-Truss Community in Large and Dynamic Graphs |
2014 |
SIGMOD |
0.00029014359 |
| 354 |
Local Search of Communities in Large Graphs |
2014 |
SIGMOD |
0.00026253833 |
| 370 |
Online Search of Overlapping Communities |
2013 |
SIGMOD |
0.00025391823 |
| 1,000 |
Effective Community Search for Large Attributed Graphs |
2016 |
VLDB |
0.00014714977 |
| 1,014 |
Robust Local Community Detection: On Free Rider Effect and Its Elimination |
2015 |
VLDB |
0.00014631717 |
| 1,548 |
Approximate Closest Community Search in Networks |
2016 |
VLDB |
0.0001141271 |
| 1,645 |
Attribute-Driven Community Search |
2017 |
VLDB |
0.00011027616 |
| 2,901 |
ICS-GNN: Lightweight Interactive Community Search via Graph Neural Network |
2021 |
VLDB |
7.9448215e-05 |
| 2,988 |
Neural Subgraph Counting with Wasserstein Estimator |
2022 |
SIGMOD |
7.7752463e-05 |
| 3,370 |
Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed |
2022 |
VLDB |
7.1645471e-05 |
| 3,857 |
Index-based Optimal Algorithms for Computing Steiner Components with Maximum Connectivity |
2015 |
SIGMOD |
6.6924202e-05 |
| 4,391 |
When Engagement Meets Similarity: Efficient (k,r)-Core Computation on Social Networks |
2017 |
VLDB |
6.2190075e-05 |
| 5,953 |
DMCS : Density Modularity based Community Search |
2022 |
SIGMOD |
5.2542333e-05 |
| 7,753 |
ABC: Attributed Bipartite Co-clustering |
2022 |
VLDB |
4.6557125e-05 |
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