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Won Hwa Kim

POSTECH

2 papers hereh-index 6276 citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2
affiliations
  • POSTECH
same name
  • Won Hwa Kim — 12 papers, h 6
  • Won Hwa Kim — 5 papers, h 10
  • Won Hwa Kim — 3 papers, h 2
  • Won Hwa Kim — 2 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedLearning Covariance-Based Multi-Scale Representation of Neuroimaging Measures for Alzheimer Classification

3 citations · 4 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2025★ 3 cited

Learning Covariance-Based Multi-Scale Representation of Neuroimaging Measures for Alzheimer Classification

Seunghun Baek, Injun Choi, Mustafa Dere +3

Stacking excessive layers in DNN results in highly underdetermined system when training samples are limited, which is very common in medical applications. In this regard, we presen…

cs.LG2023★ 1 cited

Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals

Tingting Dan, Jiaqi Ding, Ziquan Wei +4

Graph neural networks (GNNs) are widely used in domains like social networks and biological systems. However, the locality assumption of GNNs, which limits information exchange to…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.