Yongkweon Jeon
7 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (11) πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
CVPR (2)
EMNLP (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
model compression
(6)
post-training quantization
(4)
weight quantization
(2)
large language model
(2)
transformer model
(2)
neural machine translation
(1)
efficient inference
(1)
synthetic data generation
(1)
reconstruction error
(1)
edge device
(1)
edge deployment
(1)
attention module
(1)
low-bit quantization
(1)
on-device inference
(1)
mixed precision
(1)
binary neural network
(1)
mixed precision quantization
(1)
weight binarization
(1)
transformer quantization
(1)
zero-shot quantization
(1)
Papers
BoA: Attention-aware Post-training Quantization without Backpropagation
ICML 2025
Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers
NIPS 2024
Genie: Show Me the Data for Quantization
CVPR 2023
A Frustratingly Easy Post-Training Quantization Scheme for LLMs
EMNLP 2023
Mr.BiQ: Post-Training Non-Uniform Quantization Based on Minimizing the Reconstruction Error
CVPR 2022
Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation
EMNLP 2020
FleXOR: Trainable Fractional Quantization
NIPS 2020