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cs.DC2026
DynLP: Parallel Dynamic Batch Update for Label Propagation in Semi-Supervised Learning
S M Shovan, Arindam Khanda, S M Ferdous +2
Semi-supervised learning aims to infer class labels using only a small fraction of labeled data. In graph-based semi-supervised learning, this is typically achieved through label p…
cs.DC2025
ESCHER: Efficient and Scalable Hypergraph Evolution Representation with Application to Triad Counting
S. M. Shovan, Arindam Khanda, Sanjukta Bhowmick +1
Higher-order interactions beyond pairwise relationships in large complex networks are often modeled as hypergraphs. Analyzing hypergraph properties such as triad counts is essentia…