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Effective Community Search for Large Attributed Graphs

Summary: Introduces ACQ for large graphs; returns AC with structural cohesion and shared keywords for personalization. Presents CL-tree index and 3 AC search algorithms; evaluated on Flickr, DBLP, Tencent, DBpedia. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11234
Venue
VLDB
Year
2016
Pagerank
0.00014714977
Overall Rank
1,000 | 93.06%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 48 of 48 citing papers.

Rank Citing Paper Year Venue Pagerank
1,529 Truss-based Community Search: a Truss-equivalence Based Indexing Approach 2017 VLDB 0.00011484853
1,645 Attribute-Driven Community Search 2017 VLDB 0.00011027616
1,848 Effective Community Search over Large Spatial Graphs 2017 VLDB 0.00010331574
2,291 Effective and Efficient Community Search over Large Heterogeneous Information Networks 2020 VLDB 9.0894835e-05
2,608 Maximum Co-located Community Search in Large Scale Social Networks 2018 VLDB 8.4587487e-05
2,901 ICS-GNN: Lightweight Interactive Community Search via Graph Neural Network 2021 VLDB 7.9448215e-05
2,913 Efficient Algorithms for Densest Subgraph Discovery 2019 VLDB 7.9229304e-05
3,370 Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed 2022 VLDB 7.1645471e-05
3,608 Skyline Community Search in Multi-valued Networks 2018 SIGMOD 6.9241653e-05
4,133 On Querying Historical K-Cores 2021 VLDB 6.4185206e-05
4,341 Efficient Algorithms for Densest Subgraph Discovery on Large Directed Graphs 2020 SIGMOD 6.268429e-05
4,391 When Engagement Meets Similarity: Efficient (k,r)-Core Computation on Social Networks 2017 VLDB 6.2190075e-05
4,536 Hop-constrained s-t Simple Path Enumeration: Towards Bridging Theory and Practice 2020 VLDB 6.099154e-05
4,737 Cohesive Subgraph Search over Big Heterogeneous Information Networks: Applications, Challenges, and Solutions 2021 SIGMOD 5.9529218e-05
4,843 Butterfly-Core Community Search over Labeled Graphs 2021 VLDB 5.8767265e-05
5,525 Effective Community Search over Large Star-Schema Heterogeneous Information Networks 2022 VLDB 5.4589218e-05
5,548 Efficiently Answering Reachability and Path Queries on Temporal Bipartite Graphs 2021 VLDB 5.4445937e-05
5,644 FirmTruss Community Search in Multilayer Networks 2023 VLDB 5.3937466e-05
5,953 DMCS : Density Modularity based Community Search 2022 SIGMOD 5.2542333e-05
6,259 Neural Attributed Community Search at Billion Scale 2023 SIGMOD 5.1305787e-05
6,495 The Flexible Socio Spatial Group Queries 2019 VLDB 5.0334905e-05
6,501 Reliable Community Search in Dynamic Networks 2022 VLDB 5.0293058e-05
6,563 Densely Connected User Community and Location Cluster Search in Location-Based Social Networks 2020 SIGMOD 5.0038354e-05
6,588 Efficient Progressive Minimum k-Core Search 2020 VLDB 4.9972607e-05
6,796 Answering Billion-Scale Label-Constrained Reachability Queries within Microsecond 2020 VLDB 4.9195203e-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
7,446 QTCS: Efficient Query-Centered Temporal Community Search 2024 VLDB 4.7232788e-05
7,874 ConnectIt: A Framework for Static and Incremental Parallel Graph Connectivity Algorithms 2021 VLDB 4.6263724e-05
8,145 Capturing Associations in Graphs 2020 VLDB 4.5724134e-05
8,171 Efficient Triangle-Connected Truss Community Search In Dynamic Graphs 2023 VLDB 4.5655127e-05
9,086 Efficient Distributed Hop-Constrained Path Enumeration on Large-Scale Graphs 2024 SIGMOD 4.3947639e-05
9,552 Cohesiveness-aware Hierarchical Compressed Index for Community Search on Attributed Graphs 2025 SIGMOD 4.3212967e-05
9,553 Deep Overlapping Community Search via Subspace Embedding 2025 SIGMOD 4.3212967e-05
9,649 Inductive Attributed Community Search: to Learn Communities across Graphs 2024 VLDB 4.3067693e-05
10,057 Budgeted Strong Community Search in Heterogeneous Graphs 2026 SIGMOD 4.1905499e-05
10,136 Accelerating Triangle-Connected Truss Community Search Across Heterogeneous Hardware 2026 SIGMOD 4.1905499e-05
10,159 Efficient Influential Community Search over Dynamic Graphs 2026 SIGMOD 4.1905499e-05
10,181 LMSC: Local Sketch Modularity Optimisation for Size-Constrained Community Search in Networks 2026 SIGMOD 4.1905499e-05
10,240 Effective Durable Community Search in Large Temporal Graph 2026 VLDB 4.1905499e-05
10,375 A Local Search Approach to Efficient (k, p)-Core Maintenance 2025 SIGMOD 4.1905499e-05
10,489 Dupin: A Parallel Framework for Densest Subgraph Discovery in Fraud Detection on Massive Graphs 2025 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
10,591 A Flexible Framework for Query-oriented Interactive Community Search 2025 VLDB 4.1905499e-05
10,592 Efficient Maintenance of 2-Hop Labeling Index on Dynamic Small-World Graphs 2025 VLDB 4.1905499e-05
10,656 A Comprehensive Survey and Experimental Study of Learning-based Community Search 2025 VLDB 4.1905499e-05
11,041 Distributed Shortest Distance Labeling on Large-Scale Graphs 2024 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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