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Soongyu Choi

5 papers hereh-index 339 citations6 works total

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

author position
  • first author1
  • middle author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.AR4
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedOaken: Fast and Efficient LLM Serving with Online-Offline Hybrid KV Cache Quantization

16 citations · 17 across the 4 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.AR2025★ 1 cited

LightNobel: Improving Sequence Length Limitation in Protein Structure Prediction Model via Adaptive Activation Quantization

Seunghee Han, Soongyu Choi, Joo-Young Kim

Recent advances in Protein Structure Prediction Models (PPMs), such as AlphaFold2 and ESMFold, have revolutionized computational biology by achieving unprecedented accuracy in pred…

cs.AR2025★ 16 cited

Oaken: Fast and Efficient LLM Serving with Online-Offline Hybrid KV Cache Quantization

Minsu Kim, Seongmin Hong, RyeoWook Ko +5

Modern Large Language Model serving system batches multiple requests to achieve high throughput, while batching attention operations is challenging, rendering memory bandwidth a cr…

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