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researcher

Songkuk Kim

4 papers hereh-index 215 citations6 works total

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

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG4
same name
  • Songkuk Kim — 6 papers, h 9
  • Songkuk Kim — 5 papers, h 2

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

activity
20242026
most citedDeTrigger: A Gradient-Centric Approach to Backdoor Attack Mitigation in Federated Learning

1 citations · 1 across the 4 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.LG2025

Toward Storage-Aware Learning with Compressed Data An Empirical Exploratory Study on JPEG

Kichang Lee, Songkuk Kim, JaeYeon Park +1

On-device machine learning is often constrained by limited storage, particularly in continuous data collection scenarios. This paper presents an empirical study on storage-aware le…

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