Chungman Lee
5 papers · 2022–2025 · 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
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
post-training quantization
(5)
model compression
(4)
large language model
(2)
transformer model
(2)
weight quantization
(2)
efficient inference
(1)
synthetic data generation
(1)
reconstruction error
(1)
edge deployment
(1)
attention module
(1)
activation outlier
(1)
weight binarization
(1)
zero-shot quantization
(1)
layer-wise quantization
(1)
attention reconstruction
(1)
attention-aware
(1)
hessian matrices
(1)
neural network quantization
(1)
inter-layer dependencies
(1)
transformer architecture
(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