Yeonhong Park
4 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Research topics
Keywords
quantization
(2)
model quantization
(1)
post-training quantization
(1)
machine learning
(1)
kernel fusion
(1)
error correction
(1)
gradient information
(1)
tensor product
(1)
activation outlier
(1)
interatomic potential
(1)
large language model
(1)
scalar quantization
(1)
low-bit precision
(1)
residual matrix
(1)
llms
(1)
bit-widths
(1)
deployment costs
(1)
software engine
(1)
cross-weight dependencies
(1)
end loss
(1)
Papers
DecDEC: A Systems Approach to Advancing Low-Bit LLM Quantization
OSDI 2025
FlashTP: Fused, Sparsity-Aware Tensor Product for Machine Learning Interatomic Potentials
ICML 2025
GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance
ICML 2025
Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs
ICML 2024