conftrace_

Beomseok Kwon

3 papers · 2024–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer

Conferences

ICLR (2) ACL (1)

Top co-authors

Dongsoo Lee (3) Byeongwook Kim (3) Se Jung Kwon (3) Jeonghoon Kim (2) Sungjae Lee (1) Jung Hwan Heo (1) Baeseong Park (1) Youngjoo Lee (1) MinJun Kim (1) Minsub Kim (1)

Keywords

model compression (1) model quantization (1) parameter optimization (1) weight quantization (1) binary coding (1) large language model (1) binary quantization (1) uniform quantization (1) accuracy preservation (1)

Papers

Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models ACL 2025 LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Models ICLR 2024 Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models ICLR 2024