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Hyesung Kim

12 papers hereh-index 121.9k citations19 works total

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

author position
  • first author5
  • middle author6

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.NI4
  • cs.IT2
  • cs.CR1
same name
  • Hyesung Kim — 1 paper, h 0

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
20162021
most citedCommunication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data

434 citations · 490 across the 12 of their papers we have counts for

collaborators
Showing cs.ITShow all

2 papers · 1 filter

cs.IT2021

Mean-Field Game-Theoretic Edge Caching

Hyesung Kim, Jihong Park, Mehdi Bennis +2

In this book chapter, we study a problem of distributed content caching in an ultra-dense edge caching network (UDCN), in which a large number of small base stations (SBSs) prefetc…

cs.IT2019★ 29 cited

Distilling On-Device Intelligence at the Network Edge

Jihong Park, Shiqiang Wang, Anis Elgabli +6

Devices at the edge of wireless networks are the last mile data sources for machine learning (ML). As opposed to traditional ready-made public datasets, these user-generated privat…

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