Jeongin Bae

2 papers · 2022–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🌱 Topic Pioneer 🏆 Keyword Champion (2)

Venues

ACL (1) EMNLP (1)

Top co-authors

Dongsoo Lee (2) Byeongwook Kim (2) Se Jung Kwon (2) Beomseok Kwon (1) Nako Sung (1) Jeonghoon Kim (1) Jin-Hwa Kim (1) Baeseong Park (1) MinJun Kim (1) Seungcheol Park (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Application Areas (2) Core AI (2) Models (2) Optimization & Theory · Deep Learning (2) Natural Language Processing (1) Core Methods (1) Learning Types (1) Optimization & Theory · Machine Learning (1) Resources & Methods (1)

Keywords

large language model (2) binary quantization (2) model compression (2) neural network optimization (1) parameter optimization (1) parameter-efficient fine-tuning (1) weight quantization (1) binary coding (1) uniform quantization (1) binary coding quantization (1) accuracy preservation (1) model quantization (1) knowledge distillation (1)

Papers

Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models ACL 2025 AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models EMNLP 2022