Joonyoung Kim
4 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Deep Learning
(2)
Architectures
(2)
Learning Types · Machine Learning
(2)
Natural Language Processing
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
post-training quantization
(2)
contrastive learning
(1)
symbolic reasoning
(1)
knowledge distillation
(1)
out-of-distribution generalization
(1)
query embedding
(1)
rule learning
(1)
edge deployment
(1)
attention module
(1)
weight quantization
(1)
activation outlier
(1)
mobile retrieval
(1)
large language model
(1)
transformer model
(1)
neural network
(1)
sequence-to-grid module
(1)
grid representation
(1)
layer-wise quantization
(1)
relevance model
(1)
attention reconstruction
(1)
Papers
BoA: Attention-aware Post-training Quantization without Backpropagation
ICML 2025
Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers
NeurIPS 2024
Intuitive Access to Smartphone Settings Using Relevance Model Trained by Contrastive Learning
AAAI 2023
Neural Sequence-to-grid Module for Learning Symbolic Rules
AAAI 2021