About this document
Specpart: A Supervised Spectral Framework For Hypergraph Partitioning Solution Improvement by ssew is a document available to read on EtoBox.
The document presents SpecPart, a novel supervised spectral framework aimed at improving hypergraph partitioning solutions by addressing limitations of existing multilevel partitioners. SpecPart utilizes a generalized eigenvalue problem to capture global hypergraph structure and incorporates high-quality initial solutions as hints, leading to significant improvements in cutsize for various benchmarks. Experimental results indicate that SpecPart can enhance partitioning outcomes by over 50% compared to leadi
- Author
- ssew
- Language
- EN