56 citations · 71 across the 20 of their papers we have counts for
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cs.DS2023★ 2 cited
Four-set Hypergraphlets for Characterization of Directed Hypergraphs
Heechan Moon, Hyunju Kim, Sunwoo Kim +1
A directed hypergraph, which consists of nodes and hyperarcs, is a higher-order data structure that naturally models directional group interactions (e.g., chemical reactions of mol…
cs.SI2023★ 1 cited
Hypergraph Motifs and Their Extensions Beyond Binary
Geon Lee, Seokbum Yoon, Jihoon Ko +2
Hypergraphs naturally represent group interactions, which are omnipresent in many domains: collaborations of researchers, co-purchases of items, and joint interactions of proteins,…
cs.LG2023
TensorCodec: Compact Lossy Compression of Tensors without Strong Data Assumptions
Taehyung Kwon, Jihoon Ko, Jinhong Jung +1
Many real-world datasets are represented as tensors, i.e., multi-dimensional arrays of numerical values. Storing them without compression often requires substantial space, which gr…