Chungman Lee
5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (11) πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
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Hot Topic Early Bird
Conferences
CVPR (2)
EMNLP (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
post-training quantization
(4)
model compression
(4)
transformer model
(2)
large language model
(2)
batch normalization
(1)
efficient inference
(1)
synthetic data generation
(1)
reconstruction error
(1)
edge deployment
(1)
attention module
(1)
weight quantization
(1)
weight binarization
(1)
zero-shot quantization
(1)
layer-wise quantization
(1)
neural network quantization
(1)
attention reconstruction
(1)
transformer architecture
(1)
neural network compression
(1)
knowledge distillation
(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