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Kangwook Lee

7 papers hereh-index 5214 citations11 works total

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

author position
  • middle author1
  • last author6

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • astro-ph.CO1
  • eess.IV1
same name
  • Kangwook Lee — 32 papers, h 21
  • Kangwook Lee — 16 papers, h 4
  • Kangwook Lee — 14 papers, h 20
  • Kangwook Lee — 10 papers, h 8
  • Kangwook Lee — 8 papers, h 6
  • Kangwook Lee — 1 paper

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
20232025
most citedThe Expressive Power of Low-Rank Adaptation

5 citations · 9 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

astro-ph.CO2023★ 2 cited

Super-Resolution Emulation of Large Cosmological Fields with a 3D Conditional Diffusion Model

Adam Rouhiainen, Michael Gira, Moritz Münchmeyer +2

High-resolution (HR) simulations in cosmology, in particular when including baryons, can take millions of CPU hours. On the other hand, low-resolution (LR) dark matter simulations…

cs.LG2023★ 5 cited

The Expressive Power of Low-Rank Adaptation

Yuchen Zeng, Kangwook Lee

Low-Rank Adaptation (LoRA), a parameter-efficient fine-tuning method that leverages low-rank adaptation of weight matrices, has emerged as a prevalent technique for fine-tuning pre…

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