Jun-gyu Jin
4 papers · 2024–2025 · 2 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
(17)
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Application Areas
(3)
Core AI
(3)
Learning Types
(3)
Models
(2)
Optimization & Theory · Deep Learning
(2)
Resources & Methods
(2)
Core Methods
(1)
Generation
(1)
Optimization & Theory · Machine Learning
(1)
Techniques
(1)
Keywords
large language model
(3)
model compression
(2)
neural network optimization
(1)
efficient computing
(1)
early exit
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
hallucination mitigation
(1)
attention head
(1)
inference efficiency
(1)
inference acceleration
(1)
mixed-precision quantization
(1)
automated machine learning
(1)
layer pruning
(1)
layer-wise optimization
(1)
contrastive decoding
(1)
context extension
(1)
long-context retrieval
(1)
weight-only quantization
(1)
retrieval quality
(1)
Papers
AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models
EMNLP 2025
PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality
EMNLP 2025
SEAL: Scaling to Emphasize Attention for Long-Context Retrieval
ACL 2025
QEFT: Quantization for Efficient Fine-Tuning of LLMs
EMNLP 2024