Yongkweon Jeon
7 papers · 2020–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
model compression
(6)
post-training quantization
(5)
weight quantization
(3)
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)
mixed-precision quantization
(1)
low-bit quantization
(1)
on-device inference
(1)
mixed precision
(1)
binary neural network
(1)
activation outlier
(1)
weight binarization
(1)
transformer quantization
(1)
Papers
BoA: Attention-aware Post-training Quantization without Backpropagation
ICML 2025
Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers
NeurIPS 2024
A Frustratingly Easy Post-Training Quantization Scheme for LLMs
EMNLP 2023
Genie: Show Me the Data for Quantization
CVPR 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
NeurIPS 2020