2 papers
cs.SI2025
HyperEF 2.0: Spectral Hypergraph Coarsening via Krylov Subspace Expansion and Resistance-based Local Clustering
Hamed Sajadinia, Zhuo Feng
This paper introduces HyperEF 2.0, a scalable framework for spectral coarsening and clustering of large-scale hypergraphs through hyperedge effective resistances, aiming to decompo…
cs.SI2024
SHyPar: A Spectral Coarsening Approach to Hypergraph Partitioning
Hamed Sajadinia, Ali Aghdaei, Zhuo Feng
State-of-the-art hypergraph partitioners utilize a multilevel paradigm to construct progressively coarser hypergraphs across multiple layers, guiding cut refinements at each level…