Seungcheol Park
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Keywords
model compression
(3)
large language model
(2)
zero-shot learning
(1)
parameter optimization
(1)
parameter tuning
(1)
weight quantization
(1)
latency reduction
(1)
inference acceleration
(1)
knowledge preservation
(1)
model acceleration
(1)
structured pruning
(1)
sublayer pruning
(1)
encoder-based language model
(1)
binary coding
(1)
binary quantization
(1)
uniform quantization
(1)
retraining-free pruning
(1)
weight tuning
(1)
accuracy preservation
(1)
model quantization
(1)
Papers
Accurate Sublayer Pruning for Large Language Models by Exploiting Latency and Tunability Information
IJCAI 2025
Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models
ACL 2025
Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models
ICLR 2024