Towards efficient shortest path counting on billion-scale graphs

Y Wang, L Yuan, Z Chen, W Zhang… - 2023 IEEE 39th …, 2023 - ieeexplore.ieee.org
Shortest path counting computes the number of shortest paths between two vertices on a
graph, which can be used in the applications such as social network search and POI (Point …

Generating -hop-constrained - Path Graphs

Y Cai, S Liu, W Zheng, X Lin, C Zhang… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
In this paper, we study two different problems that investigate relations between given
vertices and. The first problem is to generate the-hop-constrained-path graph, ie, the …

Distributed (α, β)-core decomposition over bipartite graphs

Q Liu, X Liao, X Huang, J Xu… - 2023 IEEE 39th …, 2023 - ieeexplore.ieee.org
(α, β)-core is an important cohesive subgraph model for bipartite graphs. Given a bipartite
graph G, the problem of (α, β)-core decomposition is to compute non-empty (α, β)-cores for …

Finding top-r influential communities under aggregation functions

Y Peng, S Bian, R Li, S Wang… - 2022 IEEE 38th …, 2022 - ieeexplore.ieee.org
Community search is a problem that seeks cohesive and connected subgraphs in a graph
that satisfy certain topology constraints, eg, degree constraints. The majority of existing …

Index-based structural clustering on directed graphs

L Meng, L Yuan, Z Chen, X Lin… - 2022 IEEE 38th …, 2022 - ieeexplore.ieee.org
Structural clustering (SCAN) is one of the most popular graph clustering paradigms.
However, SCAN assumes that the input graph is undirected and can not cluster the directed …

Integrating connection search in graph queries

AC Anadiotis, I Manolescu… - 2023 IEEE 39th …, 2023 - ieeexplore.ieee.org
When graph database users explore unfamiliar graphs, potentially with heterogeneous
structure, users may need to find how two or more groups of nodes are connected in a …

Finding the Maximum -Balanced Biclique on Weighted Bipartite Graphs

Y Zhao, Z Chen, C Chen, X Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Bipartite graphs are widely used to capture the relationships between two types of entities. In
bipartite graph analysis, finding the maximum balanced biclique (MBB) is an important …

Effective community search on large attributed bipartite graphs

Z Xu, Y Zhang, L Yuan, Y Qian, Z Chen… - … Journal of Pattern …, 2023 - World Scientific
Community search over bipartite graphs has attracted significant interest recently. In many
applications such as the user–item bipartite graph in e-commerce and customer–movie …

Distributed Shortest Distance Labeling on Large-Scale Graphs

Y Zeng, C Ma, Y Fang - Proceedings of the VLDB Endowment, 2024 - dl.acm.org
Distance labeling approaches are widely adopted to speed up the shortest-distance query
performance. Due to the explosive growth of data graphs, a single machine can hardly …

Index-based biclique percolation communities search on bipartite graphs

Z Chen, Y Zhao, L Yuan, X Lin… - 2023 IEEE 39th …, 2023 - ieeexplore.ieee.org
Biclique percolation community (BPC) search is a fundamental problem in bipartite graph
analysis and have many applications. Existing online approach has to enumerate all the …