Group-based fraud detection network on e-commerce platforms

J Yu, H Wang, X Wang, Z Li, L Qin, W Zhang… - Proceedings of the 29th …, 2023 - dl.acm.org
Along with the rapid technological and commercial innovation on the e-commerce platforms,
there are an increasing number of frauds that bring great harm to these platforms. Many …

Maximal defective clique enumeration

Q Dai, RH Li, M Liao, G Wang - Proceedings of the ACM on Management …, 2023 - dl.acm.org
Maximal clique enumeration is a fundamental operator in graph analysis. The model of
clique, however, is typically too restrictive for real-world applications as it requires an edge …

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 …

Efficient core maintenance in large bipartite graphs

W Luo, Q Yang, Y Fang, X Zhou - … of the ACM on Management of Data, 2023 - dl.acm.org
As an important cohesive subgraph model in bipartite graphs, the (α, β)-core (aka bi-core)
has found a wide spectrum of real-world applications, such as product recommendation …

Hereditary cohesive subgraphs enumeration on bipartite graphs: The power of pivot-based approaches

Q Dai, RH Li, X Ye, M Liao, W Zhang… - Proceedings of the ACM …, 2023 - dl.acm.org
Finding cohesive subgraphs from a bipartite graph is a fundamental operator in bipartite
graph analysis. In this paper, we focus on the problem of mining cohesive subgraphs from a …

Fast maximal quasi-clique enumeration: A pruning and branching co-design approach

K Yu, C Long - Proceedings of the ACM on Management of Data, 2023 - dl.acm.org
Mining cohesive subgraphs from a graph is a fundamental problem in graph data analysis.
One notable cohesive structure is γ-quasi-clique (QC), where each vertex connects at least a …

Maximum k-biplex search on bipartite graphs: A symmetric-bk branching approach

K Yu, C Long - Proceedings of the ACM on Management of Data, 2023 - dl.acm.org
Enumerating maximal k-biplexes (MBPs) of a bipartite graph has been used for applications
such as fraud detection. Nevertheless, there usually exists an exponential number of MBPs …

Temporal Insights for Group-Based Fraud Detection on e-Commerce Platforms

J Yu, H Wang, X Wang, Z Li, L Qin… - … on Knowledge and …, 2024 - ieeexplore.ieee.org
Along with the rapid technological and commercial innovation on e-commerce platforms, an
increasing number of frauds cause great harm to these platforms. Many frauds are …

Enabling Window-Based Monotonic Graph Analytics with Reusable Transitional Results for Pattern-Consistent Queries

Z Chen, F Zhang, Y Chen, X Fang, G Feng… - Proceedings of the …, 2024 - dl.acm.org
Evolving graphs consisting of slices are large and constantly changing. For example, in
Alipay, the graph generates hundreds of millions of new transaction records every day …

A survey of densest subgraph discovery on large graphs

W Luo, C Ma, Y Fang, LVS Lakshmanan - arxiv preprint arxiv:2306.07927, 2023 - arxiv.org
With the prevalence of graphs for modeling complex relationships among objects, the topic
of graph mining has attracted a great deal of attention from both academic and industrial …