gCore: Exploring Cross-layer Cohesiveness in Multi-layer Graphs
Summary: Introduces gCore, a generalized core for arbitrary multi-layer graphs capturing intra- and cross-layer cohesiveness without assuming inter-layer constraints. Offers polynomial peeling for search and a compact KP-tree 'tree-of-trees' index with lossless compaction (elimination, transplant, merge) for efficient decomposition, indexing, and linear-time retrieval. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Dandan Liu
- 2. Zhaonian Zou
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,486 | Enabling Window-Based Monotonic Graph Analytics with Reusable Transitional Results for Pattern-Consistent Queries | 2024 | VLDB | 4.3300131e-05 |
| 10,561 | Synergetic Community Search over Large Multilayer Graphs | 2025 | VLDB | 4.1905499e-05 |
| 10,864 | Exploring Exploratory Querying | 2025 | VLDB | 4.1905499e-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 |
|---|---|---|---|---|
| 2,291 | Effective and Efficient Community Search over Large Heterogeneous Information Networks | 2020 | VLDB | 9.0894835e-05 |
| 2,726 | Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks | 2020 | VLDB | 8.2266116e-05 |
| 5,525 | Effective Community Search over Large Star-Schema Heterogeneous Information Networks | 2022 | VLDB | 5.4589218e-05 |
| 5,644 | FirmTruss Community Search in Multilayer Networks | 2023 | VLDB | 5.3937466e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,146 | Accelerating Core Decomposition in Billion-Scale Hypergraphs | 2025 | SIGMOD | 4.380727e-05 |
| 1,837 | Distance-generalized Core Decomposition | 2019 | SIGMOD | 0.00010355705 |
| 4,391 | When Engagement Meets Similarity: Efficient (k,r)-Core Computation on Social Networks | 2017 | VLDB | 6.2190075e-05 |
| 9,484 | MCR-Tree: An Efficient Index for Multi-dimensional Core Search | 2024 | SIGMOD | 4.3300131e-05 |
| 10,134 | A Unified Framework for Dense Subgraph Maintenance over Dynamic Bipartite Graphs | 2026 | SIGMOD | 4.1905499e-05 |
| 9,950 | Parallel Colorful h-star Core Maintenance in Dynamic Graphs | 2023 | VLDB | 4.236537e-05 |
| 10,561 | Synergetic Community Search over Large Multilayer Graphs | 2025 | VLDB | 4.1905499e-05 |
| 6,145 | Local Algorithms for Distance-generalized Core Decomposition over Large Dynamic Graphs | 2021 | VLDB | 5.1853422e-05 |
| 3,323 | Hierarchical Core Maintenance on Large Dynamic Graphs | 2021 | VLDB | 7.2170169e-05 |
| 2,516 | Fast Hierarchy Construction for Dense Subgraphs | 2017 | VLDB | 8.6114467e-05 |