Jun-gyu Jin
4 papers · 2024–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(19)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
EMNLP (3)
ACL (1)
Top co-authors
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
SEAL: Scaling to Emphasize Attention for Long-Context Retrieval
ACL 2025
PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality
EMNLP 2025
AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models
EMNLP 2025
QEFT: Quantization for Efficient Fine-Tuning of LLMs
EMNLP 2024