SNAP-tFDP: Massively Scalable Graph Layouts via Sparse Negative Sampling

Xin Chen, Shuowei Hou, Yifan Wang +5

Force-Directed Placement (FDP) is a widely used approach for network visualization, yet scaling it to massive graphs while preserving clear community structures remains a major com…