This is a collection of well-designed figures from research papers, complied for future reference in academic writing.
Network Visualization
Source: SEAL: Learning Heuristics for Community Detection with Generative Adversarial Networks
Source: CommunityAF: An Example-Based Community Search Method via Autoregressive Flow
Source: Scalable Community Search over Large-scale Graphs based on Graph Transformer
Source: “A hierarchical overlapping community detection method based on closed trail distance and maximal cliques”
Framework & Structure
Source: “Local Community Detection: A Survey”
Source: “Community Detection in Social Networks: An In-depth Benchmarking Study with a Procedure-Oriented Framework”
Color
Source: “Large Language Models Do Not Simulate Human Psychology”
Source: “CommunityDF: A Guided Denoising Diffusion Approach for Community Search”
Source: “Neural Attributed Community Search at Billion Scale”
Source: “Cohesion in online environments”