CCSS: Towards conductance-based community search with size constraints

Y He, L Lin, P Yuan, R Li, T Jia, Z Wang - Expert Systems with Applications, 2024 - Elsevier
Size-constrained community search, retrieving a size-bounded high-quality subgraph
containing user-specified query vertices, has been extensively studied in graph analysis …

QTCS: Efficient Query-Centered Temporal Community Search

L Lin, P Yuan, RH Li, C Zhu, H Qin, H Jin… - Proceedings of the VLDB …, 2024 - dl.acm.org
Temporal community search is an important task in graph analysis, which has been widely
used in many practical applications. However, existing methods suffer from two major …

A Survey on Recent Random Walk-based Methods for Embedding Knowledge Graphs

E Bozorgi, SK Alqaiidi, A Shams, HR Arabnia… - arXiv preprint arXiv …, 2024 - arxiv.org
Machine learning, deep learning, and NLP methods on knowledge graphs are present in
different fields and have important roles in various domains from self-driving cars to friend …

[PDF][PDF] Efficient and Effective Anchored Densest Subgraph Search: A Convex-programming based Approach

X Ye, RH Li, L Liang, Z Liu, L Lin, G Wang - 2024 - ronghuali.github.io
The global community search problem is a fundamental network analysis task, which aims at
uncovering all communities with strong internal cohesiveness [10, 18, 32, 38, 41]. A notable …